@article{stellar2026wasp18,
  title = {Local Citation Recommendation Without Graph Signals},
  author = {Benjamin Basseri and Pavlos Protopapas and Kemeng Zhang and Alberto Accomazzi and Stephanie Jarmak and Anna Kelbert},
  year = {2026},
  url = {https://aclanthology.org/2026.wasp-1.8/},
  note = {Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications, pp. 61–76}
}

@article{stellar261102084,
  title = {Black Hole Love Numbers with Physics-Informed Neural Networks},
  author = {Maria J. Rodriguez and Luis Fernando Temoche and Pavlos Protopapas},
  year = {2026},
  url = {https://arxiv.org/abs/2611.02084},
  note = {arXiv}
}

@article{stellar261100150,
  title = {Contrastive Astromer: Two-Stage Contrastive Representation Learning for Astronomical Light Curve Classification},
  author = {Justin Minggan Wei and Pavlos Protopapas and Guillermo Cabrera-Vives},
  year = {2026},
  url = {https://arxiv.org/abs/2611.00150},
  note = {arXiv}
}

@article{stellar251026887,
  title = {Denario Project: Deep Knowledge Artificial Intelligence Agents for Scientific Discovery},
  author = {Francisco Villaescusa-Navarro and Boris Bolliet and Pablo Villanueva-Domingo and Adrian E. Bayer and Aidan Acquah and Chetana Amancharla and Almog Barzilay-Siegal and Pablo Bermejo and Camille Bilodeau and Pablo Cárdenas Ramírez and Miles Cranmer and Urbano L. França and ChangHoon Hahn and Yan-Fei Jiang and Raul Jimenez and Jun-Young Lee and Antonio Lerario and Osman Mamun and Thomas Meier and Anupam A. Ojha and Pavlos Protopapas and Shimanto Roy and David N. Spergel and Pedro Tarancón-Álvarez and Ujjwal Tiwari and Matteo Viel and Digvijay Wadekar and Chi Wang and Bonny Y. Wang and Licong Xu and Yossi Yovel and Shuwen Yue and Wen-Han Zhou and Qiyao Zhu and Jiajun Zou and Íñigo Zubeldia},
  year = {2026},
  url = {https://journals.aps.org/prxintelligence/abstract/10.1103/kk55-gc95},
  doi = {10.1103/kk55-gc95},
  note = {PRX Intelligence 1, 021001}
}

@article{stellar260911628,
  title = {Physics-Informed Neural Networks to Infer the Perpendicular Energy Conductivity in the Scrape-Off Layer of Stellarator Devices},
  author = {J. Gallego and P. Protopapas and A. Bustos and A. Alonso and S. Barquero and A. Baciero and I. Rivera and J. A. Moríñigo and R. Mayo-García},
  year = {2026},
  url = {https://arxiv.org/abs/2609.11628},
  note = {arXiv}
}

@article{stellar260723940,
  title = {Variational Boosting for Physics-Informed Neural Networks},
  author = {Kaylee Vo and Pavlos Protopapas},
  year = {2026},
  url = {https://arxiv.org/abs/2607.23940},
  note = {arXiv}
}

@article{stellar260706348,
  title = {Physics-Informed Neural Embeddings of PDE Solution Families},
  author = {Raul Jimenez and Svitlana Mayboroda and Pavlos Protopapas and Leonid Sarieddine and David N. Spergel and Pedro Tarancón-Álvarez},
  year = {2026},
  url = {https://arxiv.org/abs/2607.06348},
  note = {arXiv}
}

@article{stellar260630117,
  title = {Gravitational Duals from Equations of State II: Large Hierarchies and False Vacua},
  author = {Raul Jimenez and David Mateos and Pavlos Protopapas and Pau Solé-Vilaró and Pedro Tarancón-Álvarez and Pablo Tejerina-Pérez},
  year = {2026},
  url = {https://arxiv.org/abs/2606.30117},
  note = {arXiv}
}

@article{stellar260628603,
  title = {Identifying Observational Signatures of Flux Eruption Events in Supermassive Black Hole Accretion Flows with Machine Learning},
  author = {Angelo Ricarte and Erandi Chavez and Franc O and Pavlos Protopapas},
  year = {2026},
  url = {https://arxiv.org/abs/2606.28603},
  note = {arXiv}
}

@article{stellardoi10114538060083811704,
  title = {calBERT: Securing Routers Serving IoT Networks using Contrastive Augmented Learning},
  author = {John Carter and Spiros Mancoridis and Pavlos Protopapas and Brian Mitchell and Benji Lilley},
  year = {2026},
  url = {https://doi.org/10.1145/3806008.3811704},
  doi = {10.1145/3806008.3811704},
  note = {Proceedings of the 6th ACM Workshop on Secure and Trustworthy Cyber-Physical Systems}
}

@article{stellar260619329,
  title = {The Chandra-Gaia Catalog of Counterparts: Resolving ambiguous Gaia matches to X-ray sources in the Chandra Source Catalog using Machine Learning},
  author = {V. Samuel Pérez-Díaz and Vinay L. Kashyap and Joshua D. Ingram and David Fouhey and Juan Rafael Martínez-Galarza and Pavlos Protopapas and Jeremy J. Drake and Dong-Woo Kim and Cecilia Garraffo},
  year = {2026},
  url = {https://arxiv.org/abs/2606.19329},
  doi = {10.3847/1538-4357/ae9f41},
  note = {The Astrophysical Journal 1009, 115 (2026)}
}

@article{stellar260504502,
  title = {Gradient Scaling Effects in Adaptive Spectral PINNs for Stiff Nonlinear ODEs},
  author = {Isabela M. Yepes and Pavlos Protopapas},
  year = {2026},
  url = {https://arxiv.org/abs/2605.04502},
  note = {ICLR 2026 AI&PDE Workshop}
}

@article{stellar260501634,
  title = {Chebyshev-Augmented One-Shot Transfer Learning for PINNs on Nonlinear Differential Equations},
  author = {Yiqi Rao and Pavlos Protopapas},
  year = {2026},
  url = {https://arxiv.org/abs/2605.01634},
  note = {ICLR 2026 Workshop on Artificial Intelligence and Partial Differential Equations}
}

@article{stellar260112093,
  title = {PTL-PINNs: Perturbation-Guided Transfer Learning with Physics-Informed Neural Networks for Nonlinear Systems},
  author = {Duarte Alexandrino and Ben Moseley and Pavlos Protopapas},
  year = {2026},
  url = {https://arxiv.org/abs/2601.12093},
  note = {arXiv}
}

@article{stellar260100783,
  title = {Improving Router Security using BERT},
  author = {John Carter and Spiros Mancoridis and Pavlos Protopapas and Brian Mitchell and Benji Lilley},
  year = {2026},
  url = {https://arxiv.org/abs/2601.00783},
  note = {arXiv}
}

@book{stellarworldscientificq0561,
  title = {Solving Differential Equations and Inverse Problems with AI: With Problems and Solutions - Part I},
  author = {Pavlos Protopapas and Raúl Jiménez},
  year = {2026},
  url = {https://www.worldscientific.com/worldscibooks/10.1142/q0561},
  note = {World Scientific}
}

@article{stellar250722106,
  title = {ABC-SN: Attention Based Classifier for Supernova Spectra},
  author = {Willow Fox Fortino and Federica B. Bianco and Pavlos Protopapas and Daniel Muthukrishna and Austin Brockmeier},
  year = {2026},
  url = {https://arxiv.org/abs/2507.22106},
  doi = {10.3847/1538-4357/ae3b41},
  note = {The Astrophysical Journal 1000, 14 (2026)}
}

@article{stellar250611637,
  title = {Multivariate time series transformer embeddings for light curves of periodic variable stars},
  author = {Gabriel Chiong and Ignacio Becker and Pavlos Protopapas},
  year = {2026},
  url = {https://arxiv.org/abs/2506.11637},
  doi = {10.1051/0004-6361/202555941},
  note = {Astronomy & Astrophysics 712, A168 (2026)}
}

@article{stellar250600294,
  title = {Applying Vision Transformers on Spectral Analysis of Astronomical Objects},
  author = {Luis Felipe Strano Moraes and Ignacio Becker and Pavlos Protopapas and Guillermo Cabrera-Vives},
  year = {2026},
  url = {https://arxiv.org/abs/2506.00294},
  doi = {10.1051/0004-6361/202555748},
  note = {Astronomy & Astrophysics 709, A122 (2026)}
}

@article{stellar250202717,
  title = {Astromer 2},
  author = {Cristobal Donoso-Oliva and Ignacio Becker and Pavlos Protopapas and Guillermo Cabrera-Vives and Martina Cádiz-Leyton and Daniel Moreno-Cartagena},
  year = {2026},
  url = {https://arxiv.org/abs/2502.02717},
  doi = {10.1051/0004-6361/202554026},
  note = {Astronomy & Astrophysics 707, A170 (2026)}
}

@article{stellar251111137,
  title = {One-Shot Transfer Learning for Nonlinear PDEs with Perturbative PINNs},
  author = {Samuel Auroy and Pavlos Protopapas},
  year = {2025},
  url = {https://arxiv.org/abs/2511.11137},
  note = {arXiv}
}

@article{stellardoi10100797830320806779,
  title = {contrastBERT: Behavioral Anomaly Detection for Malware Using Contrastive Learning},
  author = {John Carter and Spiros Mancoridis and Pavlos Protopapas and Brian Mitchell},
  year = {2025},
  url = {https://doi.org/10.1007/978-3-032-08067-7_9},
  doi = {10.1007/978-3-032-08067-7_9},
  note = {Game Theory and AI for Security}
}

@article{stellar250112116,
  title = {Efficient PINNs via multi-head unimodular regularization of the solutions space},
  author = {Pedro Tarancón-Álvarez and Pablo Tejerina-Pérez and Raul Jimenez and Pavlos Protopapas},
  year = {2025},
  url = {https://www.nature.com/articles/s42005-025-02248-1},
  doi = {10.1038/s42005-025-02248-1},
  note = {Communications Physics 8, 335}
}

@article{stellar250506459,
  title = {Improved Uncertainty Quantification in Physics-Informed Neural Networks Using Error Bounds and Solution Bundles},
  author = {Pablo Flores and Olga Graf and Pavlos Protopapas and Karim Pichara},
  year = {2025},
  url = {https://proceedings.mlr.press/v286/flores25a.html},
  note = {UAI 2025, PMLR 286:1289–1336}
}

@article{stellar250212177,
  title = {Recent Advances of NeuroDiffEq -- An Open-Source Library for Physics-Informed Neural Networks},
  author = {Shuheng Liu and Pavlos Protopapas and David Sondak and Feiyu Chen},
  year = {2025},
  url = {https://arxiv.org/abs/2502.12177},
  note = {arXiv}
}

@article{stellar250117281,
  title = {Stiff Transfer Learning for Physics-Informed Neural Networks},
  author = {Emilien Seiler and Wanzhou Lei and Pavlos Protopapas},
  year = {2025},
  url = {https://arxiv.org/abs/2501.17281},
  note = {arXiv}
}

@article{stellardoi1024251hicss2025851,
  title = {sysBERT: Improved Behavioral Malware Detection using BERT Trained on sys2vec Embeddings},
  author = {John Carter and Spiros Mancoridis and Pavlos Protopapas},
  year = {2025},
  url = {https://doi.org/10.24251/hicss.2025.851},
  doi = {10.24251/hicss.2025.851},
  note = {Proceedings of the 58th Hawaii International Conference on System Sciences}
}

@article{stellar241210528,
  title = {Uncertainty estimation for time series classification: Exploring predictive uncertainty in transformer-based models for variable stars},
  author = {Martina Cádiz-Leyton and Guillermo Cabrera-Vives and Pavlos Protopapas and Daniel Moreno-Cartagena and Cristobal Donoso-Oliva and Ignacio Becker},
  year = {2024},
  url = {https://arxiv.org/abs/2412.10528},
  doi = {10.1051/0004-6361/202453388},
  note = {arXiv}
}

@article{stellar241113848,
  title = {Exact and approximate error bounds for physics-informed neural networks},
  author = {Augusto T. Chantada and Pavlos Protopapas and Luca Gomez Bachar and Susana J. Landau and Claudia G. Scóccola},
  year = {2024},
  url = {https://arxiv.org/abs/2411.13848},
  note = {arXiv}
}

@article{stellar241101363,
  title = {Transformer-Based Astronomical Time Series Model with Uncertainty Estimation for Detecting Misclassified Instances},
  author = {Martina Cádiz-Leyton and Guillermo Cabrera-Vives and Pavlos Protopapas and Daniel Moreno-Cartagena and Cristobal Donoso-Oliva},
  year = {2024},
  url = {https://arxiv.org/abs/2411.01363},
  note = {arXiv}
}

@article{stellardoi101007jhep072024087,
  title = {Gravitational duals from equations of state},
  author = {Yago Bea and Raul Jimenez and David Mateos and Shuheng Liu and Pavlos Protopapas and Pedro Tarancón-Álvarez and Pablo Tejerina-Pérez},
  year = {2024},
  url = {https://doi.org/10.1007/jhep07(2024)087},
  doi = {10.1007/jhep07(2024)087},
  note = {Journal of High Energy Physics}
}

@article{stellardoi101103physrevd109123514,
  title = {Faster Bayesian inference with neural network bundles and new results for f ( R ) models},
  author = {Augusto T. Chantada and Susana J. Landau and Pavlos Protopapas and Claudia G. Scóccola and Cecilia Garraffo},
  year = {2024},
  url = {https://doi.org/10.1103/physrevd.109.123514},
  doi = {10.1103/physrevd.109.123514},
  note = {Physical Review D}
}

@article{stellardoi1024251hicss2024910,
  title = {IoT Malware Data Augmentation using a Generative Adversarial Network},
  author = {John Carter and Spiros Mancoridis and Pavlos Protopapas and Erick Galinkin},
  year = {2024},
  url = {https://doi.org/10.24251/hicss.2024.910},
  doi = {10.24251/hicss.2024.910},
  note = {Proceedings of the Annual Hawaii International Conference on System Sciences; Proceedings of the 57th Hawaii International Conference on System Sciences}
}

@article{stellardoi101093mnrasstad3797,
  title = {Generating images of the M87* black hole using GANs},
  author = {Arya Mohan and Pavlos Protopapas and Keerthi Kunnumkai and Cecilia Garraffo and Lindy Blackburn and Koushik Chatterjee and Sheperd S Doeleman and Razieh Emami and Christian M Fromm and Yosuke Mizuno and Angelo Ricarte},
  year = {2024},
  url = {https://doi.org/10.1093/mnras/stad3797},
  doi = {10.1093/mnras/stad3797},
  note = {Monthly Notices of the Royal Astronomical Society}
}

@article{stellardoi1024251hicss2024911,
  title = {Behavioral Malware Detection using a Language Model Classifier Trained on sys2vec Embeddings},
  author = {John Carter and Spiros Mancoridis and Pavlos Protopapas and Erick Galinkin},
  year = {2024},
  url = {https://doi.org/10.24251/hicss.2024.911},
  doi = {10.24251/hicss.2024.911},
  note = {Proceedings of the Annual Hawaii International Conference on System Sciences; Proceedings of the 57th Hawaii International Conference on System Sciences}
}

@article{stellar231114931,
  title = {One-Shot Transfer Learning for Nonlinear ODEs},
  author = {Wanzhou Lei and Pavlos Protopapas and Joy Parikh},
  year = {2023},
  url = {https://arxiv.org/abs/2311.14931},
  note = {arXiv}
}

@article{stellar230806404,
  title = {Positional Encodings for Light Curve Transformers: Playing with Positions and Attention},
  author = {Daniel Moreno-Cartagena and Guillermo Cabrera-Vives and Pavlos Protopapas and Cristobal Donoso-Oliva and Manuel Pérez-Carrasco and Martina Cádiz-Leyton},
  year = {2023},
  url = {https://arxiv.org/abs/2308.06404},
  note = {arXiv}
}

@article{stellardoi101109iceccme57830202310252630,
  title = {Optimal Data Sample Length for System Call Traces for Malware Detection in an IoT Ecosystem},
  author = {John Carter and Spiros Mancoridis and Pavlos Protopapas},
  year = {2023},
  url = {https://doi.org/10.1109/iceccme57830.2023.10252630},
  doi = {10.1109/iceccme57830.2023.10252630},
  note = {2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)}
}

@article{stellardoi101103physrevd107063523,
  title = {Cosmology-informed neural networks to solve the background dynamics of the Universe},
  author = {Augusto T. Chantada and Susana J. Landau and Pavlos Protopapas and Claudia G. Scóccola and Cecilia Garraffo},
  year = {2023},
  url = {https://doi.org/10.1103/physrevd.107.063523},
  doi = {10.1103/physrevd.107.063523},
  note = {Physical Review D}
}

@article{stellardoi10384715383881acb0c3,
  title = {A Reinforcement Learning–Based Follow-up Framework},
  author = {Javiera Astudillo and Pavlos Protopapas and Karim Pichara and Ignacio Becker},
  year = {2023},
  url = {https://doi.org/10.3847/1538-3881/acb0c3},
  doi = {10.3847/1538-3881/acb0c3},
  note = {The Astronomical Journal}
}

@article{stellardoi101142s0218213023500306,
  title = {Reservoir Computing for Solving Ordinary Differential Equations},
  author = {Marios Mattheakis and Hayden Joy and Pavlos Protopapas},
  year = {2023},
  url = {https://doi.org/10.1142/s0218213023500306},
  doi = {10.1142/s0218213023500306},
  note = {International Journal on Artificial Intelligence Tools}
}

@article{stellardoi10105100046361202243928,
  title = {ASTROMER},
  author = {C. Donoso-Oliva and I. Becker and P. Protopapas and G. Cabrera-Vives and M. Vishnu and H. Vardhan},
  year = {2023},
  url = {https://doi.org/10.1051/0004-6361/202243928},
  doi = {10.1051/0004-6361/202243928},
  note = {Astronomy & Astrophysics}
}

@article{stellar230603786,
  title = {Residual-based error bound for physics-informed neural networks},
  author = {Shuheng Liu and Xiyue Huang and Pavlos Protopapas},
  year = {2023},
  url = {https://proceedings.mlr.press/v216/liu23b.html},
  note = {UAI 2023, PMLR 216:1284–1293}
}

@article{stellar221206965,
  title = {Error-Aware B-PINNs: Improving Uncertainty Quantification in Bayesian Physics-Informed Neural Networks},
  author = {Olga Graf and Pablo Flores and Pavlos Protopapas and Karim Pichara},
  year = {2022},
  url = {https://arxiv.org/abs/2212.06965},
  note = {arXiv}
}

@article{stellar221200744,
  title = {Improving astroBERT using Semantic Textual Similarity},
  author = {Felix Grezes and Thomas Allen and Sergi Blanco-Cuaresma and Alberto Accomazzi and Michael J. Kurtz and Golnaz Shapurian and Edwin Henneken and Carolyn S. Grant and Donna M. Thompson and Timothy W. Hostetler and Matthew R. Templeton and Kelly E. Lockhart and Shinyi Chen and Jennifer Koch and Taylor Jacovich and Pavlos Protopapas},
  year = {2022},
  url = {https://arxiv.org/abs/2212.00744},
  note = {arXiv}
}

@article{stellar221100214,
  title = {Transfer Learning with Physics-Informed Neural Networks for Efficient Simulation of Branched Flows},
  author = {Raphaël Pellegrin and Blake Bullwinkel and Marios Mattheakis and Pavlos Protopapas},
  year = {2022},
  url = {https://arxiv.org/abs/2211.00214},
  note = {arXiv}
}

@article{stellardoi101016jeswa2022117931,
  title = {Gravitational wave signal recognition and ring-down time estimation via Artificial Neural Networks},
  author = {Gerson R. Santos and Antonio de Pádua Santos and Pavlos Protopapas and Tiago A.E. Ferreira},
  year = {2022},
  url = {https://doi.org/10.1016/j.eswa.2022.117931},
  doi = {10.1016/j.eswa.2022.117931},
  note = {Expert Systems with Applications}
}

@article{stellardoi101093mnrasstac2715,
  title = {Semi-supervised classification and clustering analysis for variable stars},
  author = {R Pantoja and M Catelan and K Pichara and P Protopapas},
  year = {2022},
  url = {https://doi.org/10.1093/mnras/stac2715},
  doi = {10.1093/mnras/stac2715},
  note = {Monthly Notices of the Royal Astronomical Society}
}

@article{stellar220907081,
  title = {DEQGAN: Learning the Loss Function for PINNs with Generative Adversarial Networks},
  author = {Blake Bullwinkel and Dylan Randle and Pavlos Protopapas and David Sondak},
  year = {2022},
  url = {https://arxiv.org/abs/2209.07081},
  note = {arXiv}
}

@article{stellardoi10384715384357ac6f5a,
  title = {Improving Astronomical Time-series Classification via Data Augmentation with Generative Adversarial Networks},
  author = {Germán García-Jara and Pavlos Protopapas and Pablo A. Estévez},
  year = {2022},
  url = {https://doi.org/10.3847/1538-4357/ac6f5a},
  doi = {10.3847/1538-4357/ac6f5a},
  note = {The Astrophysical Journal}
}

@article{stellardoi101109ijcnn5506420229891944,
  title = {Physics-Informed Neural Networks for Quantum Eigenvalue Problems},
  author = {Henry Jin and Marios Mattheakis and Pavlos Protopapas},
  year = {2022},
  url = {https://doi.org/10.1109/ijcnn55064.2022.9891944},
  doi = {10.1109/ijcnn55064.2022.9891944},
  note = {2022 International Joint Conference on Neural Networks (IJCNN)}
}

@article{stellardoi101109ijcnn5506420229892232,
  title = {Encoding Involutory Invariances in Neural Networks},
  author = {Anwesh Bhattacharya and Marios Mattheakis and Pavlos Protopapas},
  year = {2022},
  url = {https://doi.org/10.1109/ijcnn55064.2022.9892232},
  doi = {10.1109/ijcnn55064.2022.9892232},
  note = {2022 International Joint Conference on Neural Networks (IJCNN)}
}

@article{stellar220705870,
  title = {RcTorch: a PyTorch Reservoir Computing Package with Automated Hyper-Parameter Optimization},
  author = {Hayden Joy and Marios Mattheakis and Pavlos Protopapas},
  year = {2022},
  url = {https://arxiv.org/abs/2207.05870},
  note = {arXiv}
}

@article{stellar220701114,
  title = {Evaluating Error Bound for Physics-Informed Neural Networks on Linear Dynamical Systems},
  author = {Shuheng Liu and Xiyue Huang and Pavlos Protopapas},
  year = {2022},
  url = {https://arxiv.org/abs/2207.01114},
  note = {arXiv}
}

@article{stellardoi101103physreve105065305,
  title = {Hamiltonian neural networks for solving equations of motion},
  author = {Marios Mattheakis and David Sondak and Akshunna S. Dogra and Pavlos Protopapas},
  year = {2022},
  url = {https://doi.org/10.1103/physreve.105.065305},
  doi = {10.1103/physreve.105.065305},
  note = {Physical Review E}
}

@article{stellar220401558,
  title = {Con$^2$DA: Simplifying Semi-supervised Domain Adaptation by Learning Consistent and Contrastive Feature Representations},
  author = {Manuel Pérez-Carrasco and Pavlos Protopapas and Guillermo Cabrera-Vives},
  year = {2022},
  url = {https://arxiv.org/abs/2204.01558},
  note = {arXiv}
}

@article{stellardoi10108815383873ac5847,
  title = {A Conditional Autoencoder for Galaxy Photometric Parameter Estimation},
  author = {Jun E. Yin and Daniel J. Eisenstein and Douglas P. Finkbeiner and Pavlos Protopapas},
  year = {2022},
  url = {https://doi.org/10.1088/1538-3873/ac5847},
  doi = {10.1088/1538-3873/ac5847},
  note = {Publications of the Astronomical Society of the Pacific}
}

@article{stellardoi1010801468524820211999459,
  title = {Convolutional neural network models and interpretability for the anisotropic reynolds stress tensor in turbulent one-dimensional flows},
  author = {Haitz Sáez de Ocáriz Borde and David Sondak and Pavlos Protopapas},
  year = {2022},
  url = {https://doi.org/10.1080/14685248.2021.1999459},
  doi = {10.1080/14685248.2021.1999459},
  note = {Journal of Turbulence}
}

@article{stellar211200590,
  title = {Building astroBERT, a language model for Astronomy & Astrophysics},
  author = {Felix Grezes and Sergi Blanco-Cuaresma and Alberto Accomazzi and Michael J. Kurtz and Golnaz Shapurian and Edwin Henneken and Carolyn S. Grant and Donna M. Thompson and Roman Chyla and Stephen McDonald and Timothy W. Hostetler and Matthew R. Templeton and Kelly E. Lockhart and Nemanja Martinovic and Shinyi Chen and Chris Tanner and Pavlos Protopapas},
  year = {2021},
  url = {https://arxiv.org/abs/2112.00590},
  note = {arXiv}
}

@article{stellar211112024,
  title = {Adversarial Sampling for Solving Differential Equations with Neural Networks},
  author = {Kshitij Parwani and Pavlos Protopapas},
  year = {2021},
  url = {https://arxiv.org/abs/2111.12024},
  note = {arXiv}
}

@article{stellar211104207,
  title = {Uncertainty Quantification in Neural Differential Equations},
  author = {Olga Graf and Pablo Flores and Pavlos Protopapas and Karim Pichara},
  year = {2021},
  url = {https://arxiv.org/abs/2111.04207},
  note = {arXiv}
}

@article{stellar211100328,
  title = {Multi-Task Learning based Convolutional Models with Curriculum Learning for the Anisotropic Reynolds Stress Tensor in Turbulent Duct Flow},
  author = {Haitz Sáez de Ocáriz Borde and David Sondak and Pavlos Protopapas},
  year = {2021},
  url = {https://arxiv.org/abs/2111.00328},
  note = {arXiv}
}

@article{stellar211011286,
  title = {One-Shot Transfer Learning of Physics-Informed Neural Networks},
  author = {Shaan Desai and Marios Mattheakis and Hayden Joy and Pavlos Protopapas and Stephen Roberts},
  year = {2021},
  url = {https://arxiv.org/abs/2110.11286},
  note = {arXiv}
}

@article{stellardoi10384715383881ac0ef0,
  title = {StelNet: Hierarchical Neural Network for Automatic Inference in Stellar Characterization},
  author = {Cecilia Garraffo and Pavlos Protopapas and Jeremy J. Drake and Ignacio Becker and Phillip Cargile},
  year = {2021},
  url = {https://doi.org/10.3847/1538-3881/ac0ef0},
  doi = {10.3847/1538-3881/ac0ef0},
  note = {The Astronomical Journal}
}

@article{stellardoi101103physreve104034312,
  title = {Port-Hamiltonian neural networks for learning explicit time-dependent dynamical systems},
  author = {Shaan A. Desai and Marios Mattheakis and David Sondak and Pavlos Protopapas and Stephen J. Roberts},
  year = {2021},
  url = {https://doi.org/10.1103/physreve.104.034312},
  doi = {10.1103/physreve.104.034312},
  note = {Physical Review E}
}

@article{stellardoi101103physreve104034202,
  title = {Learning a reduced basis of dynamical systems using an autoencoder},
  author = {David Sondak and Pavlos Protopapas},
  year = {2021},
  url = {https://doi.org/10.1103/physreve.104.034202},
  doi = {10.1103/physreve.104.034202},
  note = {Physical Review E}
}

@article{stellardoi101093mnrasstab1598,
  title = {The effect of phased recurrent units in the classification of multiple catalogues of astronomical light curves},
  author = {C Donoso-Oliva and G Cabrera-Vives and P Protopapas and R Carrasco-Davis and P A Estevez},
  year = {2021},
  url = {https://doi.org/10.1093/mnras/stab1598},
  doi = {10.1093/mnras/stab1598},
  note = {Monthly Notices of the Royal Astronomical Society}
}

@article{stellar210106100,
  title = {A New Artificial Neuron Proposal with Trainable Simultaneous Local and Global Activation Function},
  author = {Tiago A. E. Ferreira and Marios Mattheakis and Pavlos Protopapas},
  year = {2021},
  url = {https://arxiv.org/abs/2101.06100},
  note = {arXiv}
}

@article{stellar201005074,
  title = {Semi-supervised Neural Networks solve an inverse problem for modeling Covid-19 spread},
  author = {Alessandro Paticchio and Tommaso Scarlatti and Marios Mattheakis and Pavlos Protopapas and Marco Brambilla},
  year = {2020},
  url = {https://arxiv.org/abs/2010.05074},
  note = {arXiv}
}

@article{stellardoi1010801468524820191706742,
  title = {Neural network models for the anisotropic Reynolds stress tensor in turbulent channel flow},
  author = {Rui Fang and David Sondak and Pavlos Protopapas and Sauro Succi},
  year = {2020},
  url = {https://doi.org/10.1080/14685248.2019.1706742},
  doi = {10.1080/14685248.2019.1706742},
  note = {Journal of Turbulence}
}

@article{stellar200803303,
  title = {The Automatic Learning for the Rapid Classification of Events (ALeRCE) Alert Broker},
  author = {F. Förster and G. Cabrera-Vives and E. Castillo-Navarrete and P. A. Estévez and P. Sánchez-Sáez and J. Arredondo and F. E. Bauer and R. Carrasco-Davis and M. Catelan and F. Elorrieta and S. Eyheramendy and P. Huijse and G. Pignata and E. Reyes and I. Reyes and D. Rodríguez-Mancini and D. Ruz-Mieres and C. Valenzuela and I. Alvarez-Maldonado and N. Astorga and J. Borissova and A. Clocchiatti and D. De Cicco and C. Donoso-Oliva and M. J. Graham and R. Kurtev and A. Mahabal and J. C. Maureira and R. Molina-Ferreiro and A. Moya and W. Palma and M. Pérez-Carrasco and P. Protopapas and M. Romero and L. Sabatini-Gacitúa and A. Sánchez and J. San Martín and C. Sepúlveda-Cobo and E. Vera and J. R. Vergara},
  year = {2020},
  url = {https://arxiv.org/abs/2008.03303},
  doi = {10.3847/1538-3881/abe9bc},
  note = {arXiv}
}

@article{stellar200711133,
  title = {Unsupervised Learning of Solutions to Differential Equations with Generative Adversarial Networks},
  author = {Dylan Randle and Pavlos Protopapas and David Sondak},
  year = {2020},
  url = {https://arxiv.org/abs/2007.11133},
  note = {arXiv}
}

@article{stellardoi10114533942313397900,
  title = {Gender Classification and Bias Mitigation in Facial Images},
  author = {Wenying Wu and Pavlos Protopapas and Zheng Yang and Panagiotis Michalatos},
  year = {2020},
  url = {https://doi.org/10.1145/3394231.3397900},
  doi = {10.1145/3394231.3397900},
  note = {12th ACM Conference on Web Science}
}

@article{stellar200614372,
  title = {Solving Differential Equations Using Neural Network Solution Bundles},
  author = {Cedric Flamant and Pavlos Protopapas and David Sondak},
  year = {2020},
  url = {https://arxiv.org/abs/2006.14372},
  note = {arXiv}
}

@article{stellar200608702,
  title = {Application of Machine Learning to Predict the Risk of Alzheimer's Disease: An Accurate and Practical Solution for Early Diagnostics},
  author = {Courtney Cochrane and David Castineira and Nisreen Shiban and Pavlos Protopapas},
  year = {2020},
  url = {https://arxiv.org/abs/2006.08702},
  note = {arXiv}
}

@article{stellardoi101093mnrasstaa350,
  title = {Scalable end-to-end recurrent neural network for variable star classification},
  author = {I Becker and K Pichara and M Catelan and P Protopapas and C Aguirre and F Nikzat},
  year = {2020},
  url = {https://doi.org/10.1093/mnras/staa350},
  doi = {10.1093/mnras/staa350},
  note = {Monthly Notices of the Royal Astronomical Society}
}

@article{stellar200309995,
  title = {Gravitational Wave Detection and Information Extraction via Neural Networks},
  author = {Gerson R. Santos and Marcela P. Figueiredo and Antonio de Pádua Santos and Pavlos Protopapas and Tiago A. E. Ferreira},
  year = {2020},
  url = {https://arxiv.org/abs/2003.09995},
  note = {arXiv}
}

@article{stellardoi101093mnrasstz3426,
  title = {Streaming classification of variable stars},
  author = {L Zorich and K Pichara and P Protopapas},
  year = {2020},
  url = {https://doi.org/10.1093/mnras/stz3426},
  doi = {10.1093/mnras/stz3426},
  note = {Monthly Notices of the Royal Astronomical Society}
}

@article{stellardoi1021105joss01931,
  title = {NeuroDiffEq: A Python package for solving differential equations with neural networks},
  author = {Feiyu Chen and David Sondak and Pavlos Protopapas and Marios Mattheakis and Shuheng Liu and Devansh Agarwal and Marco Di Giovanni},
  year = {2020},
  url = {https://doi.org/10.21105/joss.01931},
  doi = {10.21105/joss.01931},
  note = {Journal of Open Source Software}
}

@article{stellardoi10384715383881ab557d,
  title = {An Information Theory Approach on Deciding Spectroscopic Follow-ups},
  author = {Javiera Astudillo and Pavlos Protopapas and Karim Pichara and Pablo Huijse},
  year = {2020},
  url = {https://doi.org/10.3847/1538-3881/ab557d},
  doi = {10.3847/1538-3881/ab557d},
  note = {The Astronomical Journal}
}

@article{stellardoi101007978303058592139,
  title = {MPCC: Matching Priors and Conditionals for Clustering},
  author = {Nicolás Astorga and Pablo Huijse and Pavlos Protopapas and Pablo Estévez},
  year = {2020},
  url = {https://doi.org/10.1007/978-3-030-58592-1_39},
  doi = {10.1007/978-3-030-58592-1_39},
  note = {Lecture Notes in Computer Science; Computer Vision – ECCV 2020}
}

@article{stellardoi10108815383873aaeeb4,
  title = {Multiband Galaxy Morphologies for CLASH: A Convolutional Neural Network Transferred from CANDELS},
  author = {M. Pérez-Carrasco and G. Cabrera-Vives and M. Martinez-Marin and P. Cerulo and R. Demarco and P. Protopapas and J. Godoy and M. Huertas-Company},
  year = {2019},
  url = {https://doi.org/10.1088/1538-3873/aaeeb4},
  doi = {10.1088/1538-3873/aaeeb4},
  note = {Publications of the Astronomical Society of the Pacific}
}

@article{stellardoi10108815383873aaef12,
  title = {Deep Learning for Image Sequence Classification of Astronomical Events},
  author = {Rodrigo Carrasco-Davis and Guillermo Cabrera-Vives and Francisco Förster and Pablo A. Estévez and Pablo Huijse and Pavlos Protopapas and Ignacio Reyes and Jorge Martínez-Palomera and Cristóbal Donoso},
  year = {2019},
  url = {https://doi.org/10.1088/1538-3873/aaef12},
  doi = {10.1088/1538-3873/aaef12},
  note = {Publications of the Astronomical Society of the Pacific}
}

@article{stellar190911651,
  title = {Matching Embeddings for Domain Adaptation},
  author = {Manuel Pérez-Carrasco and Guillermo Cabrera-Vives and Pavlos Protopapas and Nicolás Astorga and Marouan Belhaj},
  year = {2019},
  url = {https://arxiv.org/abs/1909.11651},
  note = {arXiv}
}

@article{stellardoi1011371978161197567385,
  title = {A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class Classification},
  author = {Belen Saldias-Fuentes and Pavlos Protopapas and Karim Pichara B.},
  year = {2019},
  url = {https://doi.org/10.1137/1.9781611975673.85},
  doi = {10.1137/1.9781611975673.85},
  note = {Proceedings of the 2019 SIAM International Conference on Data Mining}
}

@article{stellar190408991,
  title = {Physical Symmetries Embedded in Neural Networks},
  author = {M. Mattheakis and P. Protopapas and D. Sondak and M. Di Giovanni and E. Kaxiras},
  year = {2019},
  url = {https://arxiv.org/abs/1904.08991},
  note = {arXiv}
}

@article{stellardoi101093mnrasstz106,
  title = {An Algorithm for the Visualization of Relevant Patterns in Astronomical Light Curves},
  author = {Christian Pieringer and Karim Pichara and Márcio Catelán and Pavlos Protopapas},
  year = {2019},
  url = {https://doi.org/10.1093/mnras/stz106},
  doi = {10.1093/mnras/stz106},
  note = {Monthly Notices of the Royal Astronomical Society}
}

@article{stellar190403949,
  title = {Improving Image Classification Robustness through Selective CNN-Filters Fine-Tuning},
  author = {Alessandro Bianchi and Moreno Raimondo Vendra and Pavlos Protopapas and Marco Brambilla},
  year = {2019},
  url = {https://arxiv.org/abs/1904.03949},
  note = {arXiv}
}

@article{stellar181203123,
  title = {Deep Variational Transfer: Transfer Learning through Semi-supervised Deep Generative Models},
  author = {Marouan Belhaj and Pavlos Protopapas and Weiwei Pan},
  year = {2018},
  url = {https://arxiv.org/abs/1812.03123},
  note = {arXiv}
}

@article{stellar181202241,
  title = {Deep learning for turbulent channel flow},
  author = {Rui Fang and David Sondak and Pavlos Protopapas and Sauro Succi},
  year = {2018},
  url = {https://arxiv.org/abs/1812.02241},
  note = {arXiv}
}

@article{stellar181108295,
  title = {T-CGAN: Conditional Generative Adversarial Network for Data Augmentation in Noisy Time Series with Irregular Sampling},
  author = {Giorgia Ramponi and Pavlos Protopapas and Marco Brambilla and Ryan Janssen},
  year = {2018},
  url = {https://arxiv.org/abs/1811.08295},
  note = {arXiv}
}

@article{stellardoi10384715383881aadfd8,
  title = {The High Cadence Transit Survey (HiTS): Compilation and Characterization of Light-curve Catalogs},
  author = {Jorge Martínez-Palomera and Francisco Förster and Pavlos Protopapas and Juan Carlos Maureira and Paulina Lira and Guillermo Cabrera-Vives and Pablo Huijse and Lluis Galbany and Thomas de Jaeger and Santiago González-Gaitán and Gustavo Medina and Giuliano Pignata and Jaime San Martín and Mario Hamuy and Ricardo R. Muñoz},
  year = {2018},
  url = {https://doi.org/10.3847/1538-3881/aadfd8},
  doi = {10.3847/1538-3881/aadfd8},
  note = {The Astronomical Journal}
}

@article{stellardoi10384715384357aad503,
  title = {Unraveling the Spectral Energy Distributions of Clustered YSOs},
  author = {J. Rafael Martínez-Galarza and Pavlos Protopapas and Howard A. Smith and Esteban F. E. Morales},
  year = {2018},
  url = {https://doi.org/10.3847/1538-4357/aad503},
  doi = {10.3847/1538-4357/aad503},
  note = {The Astrophysical Journal}
}

@article{stellardoi101109ijcnn20188489094,
  title = {Efficient Optimization of Echo State Networks for Time Series Datasets},
  author = {Jacob Reinier Maat and Nikos Gianniotis and Pavlos Protopapas},
  year = {2018},
  url = {https://doi.org/10.1109/ijcnn.2018.8489094},
  doi = {10.1109/ijcnn.2018.8489094},
  note = {2018 International Joint Conference on Neural Networks (IJCNN)}
}

@article{stellardoi10384715384365aab77c,
  title = {Robust Period Estimation Using Mutual Information for Multiband Light Curves in the Synoptic Survey Era},
  author = {Pablo Huijse and Pablo A. Estévez and Francisco Förster and Scott F. Daniel and Andrew J. Connolly and Pavlos Protopapas and Rodrigo Carrasco and José C. Príncipe},
  year = {2018},
  url = {https://doi.org/10.3847/1538-4365/aab77c},
  doi = {10.3847/1538-4365/aab77c},
  note = {The Astrophysical Journal Supplement Series}
}

@article{stellardoi10384715383881aa9ab8,
  title = {Uncertain Classification of Variable Stars: Handling Observational GAPS and Noise},
  author = {Nicolás Castro and Pavlos Protopapas and Karim Pichara},
  year = {2018},
  url = {https://doi.org/10.3847/1538-3881/aa9ab8},
  doi = {10.3847/1538-3881/aa9ab8},
  note = {The Astronomical Journal}
}

@article{stellar170905427,
  title = {A dwarf planet class object in the 21:5 resonance with Neptune},
  author = {Matthew J. Holman and Matthew J. Payne and Wesley Fraser and Pedro Lacerda and Michele T. Bannister and Michael Lackner and Ying-Tung Chen and Hsing Wen Lin and Kenneth W. Smith and Rositako Kotanekova and David Young and K. Chambers and S. Chastel and L. Denneau and A. Fitzsimmons and H. Flewelling and Tommy Grav and M. Huber and Nick Induni and Rolf-Peter Kudritzki and Alex Krolewski and R. Jedicke and N. Kaiser and E. Lilly and E. Magnier and Zachary Mark and K. J. Meech and M. micheli and Daniel Murray and Alex Parker and Pavlos Protopapas and Darin Ragozzine and Peter Veres and R. Wainscoat and C. Waters and R. Weryk},
  year = {2017},
  url = {https://arxiv.org/abs/1709.05427},
  doi = {10.3847/2041-8213/aaadb3},
  note = {arXiv}
}

@article{stellardoi10384715384357aa7f2d,
  title = {Automatic Survey-invariant Classification of Variable Stars},
  author = {Patricio Benavente and Pavlos Protopapas and Karim Pichara},
  year = {2017},
  url = {https://doi.org/10.3847/1538-4357/aa7f2d},
  doi = {10.3847/1538-4357/aa7f2d},
  note = {The Astrophysical Journal}
}

@article{stellar161208747,
  title = {Detection of Time Lags Between Quasar Continuum Emission Bands based on Pan-STARRS Light-curves},
  author = {Yan-Fei Jiang and Paul J. Green and Jenny E. Greene and Eric Morganson and Yue Shen and Anna Pancoast and Chelsea L. MacLeod and Scott F. Anderson and W. N. Brandt and C. J. Grier and H. W. Rix and John J. Ruan and Pavlos Protopapas and Caroline Scott and W. S. Burgett and K. W. Hodapp and M. E. Huber and N. Kaiser and R. P. Kudritzki and E. A. Magnier and N. Metcalfe and J. T. Tonry and R. J. Wainscoat and C. Waters},
  year = {2016},
  url = {https://arxiv.org/abs/1612.08747},
  doi = {10.3847/1538-4357/aa5b91},
  note = {arXiv}
}

@article{stellardoi101109icdm20160143,
  title = {Optimizing the Multiclass F-Measure via Biconcave Programming},
  author = {Harikrishna Narasimhan and Weiwei Pan and Purushottam Kar and Pavlos Protopapas and Harish G. Ramaswamy},
  year = {2016},
  url = {https://doi.org/10.1109/icdm.2016.0143},
  doi = {10.1109/icdm.2016.0143},
  note = {2016 IEEE 16th International Conference on Data Mining (ICDM)}
}

@article{stellardoi10384700046256152371,
  title = {ENSEMBLE LEARNING METHOD FOR OUTLIER DETECTION AND ITS APPLICATION TO ASTRONOMICAL LIGHT CURVES},
  author = {Isadora Nun and Pavlos Protopapas and Brandon Sim and Wesley Chen},
  year = {2016},
  url = {https://doi.org/10.3847/0004-6256/152/3/71},
  doi = {10.3847/0004-6256/152/3/71},
  note = {The Astronomical Journal}
}

@article{stellardoi1011371978161197434854,
  title = {Cost-Sensitive Batch Mode Active Learning: Designing Astronomical Observation by Optimizing Telescope Time and Telescope Choice},
  author = {Xide Xia and Pavlos Protopapas and Finale Doshi-Velez},
  year = {2016},
  url = {https://doi.org/10.1137/1.9781611974348.54},
  doi = {10.1137/1.9781611974348.54},
  note = {Proceedings of the 2016 SIAM International Conference on Data Mining}
}

@article{stellardoi1038470004637x8202138,
  title = {CLUSTERING-BASED FEATURE LEARNING ON VARIABLE STARS},
  author = {Cristóbal Mackenzie and Karim Pichara and Pavlos Protopapas},
  year = {2016},
  url = {https://doi.org/10.3847/0004-637x/820/2/138},
  doi = {10.3847/0004-637x/820/2/138},
  note = {The Astrophysical Journal}
}

@article{stellardoi1038470004637x819118,
  title = {META-CLASSIFICATION FOR VARIABLE STARS},
  author = {Karim Pichara and Pavlos Protopapas and Daniel León},
  year = {2016},
  url = {https://doi.org/10.3847/0004-637x/819/1/18},
  doi = {10.3847/0004-637x/819/1/18},
  note = {The Astrophysical Journal}
}

@article{stellar150600010,
  title = {FATS: Feature Analysis for Time Series},
  author = {Isadora Nun and Pavlos Protopapas and Brandon Sim and Ming Zhu and Rahul Dave and Nicolas Castro and Karim Pichara},
  year = {2015},
  url = {https://arxiv.org/abs/1506.00010},
  note = {arXiv}
}

@article{stellardoi10108800670049216225,
  title = {A NOVEL, FULLY AUTOMATED PIPELINE FOR PERIOD ESTIMATION IN THE EROS 2 DATA SET},
  author = {Pavlos Protopapas and Pablo Huijse and Pablo A. Estévez and Pablo Zegers and José C. Príncipe and Jean-Baptiste Marquette},
  year = {2015},
  url = {https://doi.org/10.1088/0067-0049/216/2/25},
  doi = {10.1088/0067-0049/216/2/25},
  note = {The Astrophysical Journal Supplement Series}
}

@article{stellar150102467,
  title = {Fast and optimal nonparametric sequential design for astronomical observations},
  author = {Justin J. Yang and Xufei Wang and Pavlos Protopapas and Luke Bornn},
  year = {2015},
  url = {https://arxiv.org/abs/1501.02467},
  note = {arXiv}
}

@article{stellardoi101016jdark201409003,
  title = {The expansion rate of the intermediate universe in light of Planck},
  author = {Licia Verde and Pavlos Protopapas and Raul Jimenez},
  year = {2014},
  url = {https://doi.org/10.1016/j.dark.2014.09.003},
  doi = {10.1016/j.dark.2014.09.003},
  note = {Physics of the Dark Universe}
}

@article{stellardoi1010880004637x793123,
  title = {SUPERVISED DETECTION OF ANOMALOUS LIGHT CURVES IN MASSIVE ASTRONOMICAL CATALOGS},
  author = {Isadora Nun and Karim Pichara and Pavlos Protopapas and Dae-Won Kim},
  year = {2014},
  url = {https://doi.org/10.1088/0004-637x/793/1/23},
  doi = {10.1088/0004-637x/793/1/23},
  note = {The Astrophysical Journal}
}

@article{stellardoi101109mci20142326100,
  title = {Computational Intelligence Challenges and Applications on Large-Scale Astronomical Time Series Databases},
  author = {Pablo Huijse and Pablo A. Estevez and Pavlos Protopapas and Jose C. Principe and Pablo Zegers},
  year = {2014},
  url = {https://doi.org/10.1109/mci.2014.2326100},
  doi = {10.1109/mci.2014.2326100},
  note = {IEEE Computational Intelligence Magazine}
}

@article{stellardoi10105100046361201323252,
  title = {The EPOCH Project},
  author = {Dae-Won Kim and Pavlos Protopapas and Coryn A. L. Bailer-Jones and Yong-Ik Byun and Seo-Won Chang and Jean-Baptiste Marquette and Min-Su Shin},
  year = {2014},
  url = {https://doi.org/10.1051/0004-6361/201323252},
  doi = {10.1051/0004-6361/201323252},
  note = {Astronomy & Astrophysics}
}

@article{stellardoi101088000462561475114,
  title = {PAN-STARRS 1 OBSERVATIONS OF THE UNUSUAL ACTIVE CENTAUR P/2011 S1(GIBBS)},
  author = {H. W. Lin and Y. T. Chen and P. Lacerda and W. H. Ip and M. Holman and P. Protopapas and W. P. Chen and W. S. Burgett and K. C. Chambers and H. Flewelling and M. E. Huber and R. Jedicke and N. Kaiser and E. A. Magnier and N. Metcalfe and P. A. Price},
  year = {2014},
  url = {https://doi.org/10.1088/0004-6256/147/5/114},
  doi = {10.1088/0004-6256/147/5/114},
  note = {The Astronomical Journal}
}

@article{stellardoi1010880004637x777283,
  title = {AUTOMATIC CLASSIFICATION OF VARIABLE STARS IN CATALOGS WITH MISSING DATA},
  author = {Karim Pichara and Pavlos Protopapas},
  year = {2013},
  url = {https://doi.org/10.1088/0004-637x/777/2/83},
  doi = {10.1088/0004-637x/777/2/83},
  note = {The Astrophysical Journal}
}

@article{stellardoi101016jdark201309002,
  title = {Planck and the local Universe: Quantifying the tension},
  author = {Licia Verde and Pavlos Protopapas and Raul Jimenez},
  year = {2013},
  url = {https://doi.org/10.1016/j.dark.2013.09.002},
  doi = {10.1016/j.dark.2013.09.002},
  note = {Physics of the Dark Universe}
}

@article{stellardoi10108800046256146114,
  title = {THE TAOS PROJECT: RESULTS FROM SEVEN YEARS OF SURVEY DATA},
  author = {Z.-W. Zhang and M. J. Lehner and J.-H. Wang and C.-Y. Wen and S.-Y. Wang and S.-K. King and Á. P. Granados and C. Alcock and T. Axelrod and F. B. Bianco and Y.-I. Byun and W. P. Chen and N. K. Coehlo and K. H. Cook and I. de Pater and D.-W. Kim and T. Lee and J. J. Lissauer and S. L. Marshall and P. Protopapas and J. A. Rice and M. E. Schwamb},
  year = {2013},
  url = {https://doi.org/10.1088/0004-6256/146/1/14},
  doi = {10.1088/0004-6256/146/1/14},
  note = {The Astronomical Journal}
}

@article{stellar13040401,
  title = {An improved quasar detection method in EROS-2 and MACHO LMC datasets},
  author = {Karim Pichara and Pavlos Protopapas and Dae-Won Kim and Jean-Baptiste Marquette and Patrick Tisserand},
  year = {2013},
  url = {https://arxiv.org/abs/1304.0401},
  doi = {10.1111/j.1365-2966.2012.22061.x},
  note = {arXiv}
}

@article{stellardoi101088000462561455132,
  title = {STATISTICAL PROPERTIES OF GALACTIC δ SCUTI STARS: REVISITED},
  author = {S.-W. Chang and P. Protopapas and D.-W. Kim and Y.-I. Byun},
  year = {2013},
  url = {https://doi.org/10.1088/0004-6256/145/5/132},
  doi = {10.1088/0004-6256/145/5/132},
  note = {The Astronomical Journal}
}

@article{stellardoi101109tsp20122204260,
  title = {An Information Theoretic Algorithm for Finding Periodicities in Stellar Light Curves},
  author = {Pablo Huijse and Pablo A. Estevez and Pavlos Protopapas and Pablo Zegers and José C. Principe},
  year = {2012},
  url = {https://doi.org/10.1109/tsp.2012.2204260},
  doi = {10.1109/tsp.2012.2204260},
  note = {IEEE Transactions on Signal Processing}
}

@article{stellardoi1010880004637x756167,
  title = {NONPARAMETRIC BAYESIAN ESTIMATION OF PERIODIC LIGHT CURVES},
  author = {Yuyang Wang and Roni Khardon and Pavlos Protopapas},
  year = {2012},
  url = {https://doi.org/10.1088/0004-637x/756/1/67},
  doi = {10.1088/0004-637x/756/1/67},
  note = {The Astrophysical Journal}
}

@article{stellar12043055,
  title = {IVOA Recommendation: Spectrum Data Model 1.1},
  author = {Jonathan McDowell and Doug Tody and Tamas Budavari and Markus Dolensky and Inga Kamp and Kelly McCusker and Pavlos Protopapas and Arnold Rots and Randy Thompson and Frank Valdes and Petr Skoda and Bruno Rino and Sebastien Derriere and Jesus Salgado and Omar Laurino and the IVOA Data Access Layer and Data Model Working Groups},
  year = {2012},
  url = {https://arxiv.org/abs/1204.3055},
  doi = {10.5479/ads/bib/2011ivoa.spec.1120m},
  note = {arXiv}
}

@article{stellardoi1010880004637x7472107,
  title = {A REFINED QSO SELECTION METHOD USING DIAGNOSTICS TESTS: 663 QSO CANDIDATES IN THE LARGE MAGELLANIC CLOUD},
  author = {Dae-Won Kim and Pavlos Protopapas and Markos Trichas and Michael Rowan-Robinson and Roni Khardon and Charles Alcock and Yong-Ik Byun},
  year = {2012},
  url = {https://doi.org/10.1088/0004-637x/747/2/107},
  doi = {10.1088/0004-637x/747/2/107},
  note = {The Astrophysical Journal}
}

@article{stellar12030970,
  title = {Infinite Shift-invariant Grouped Multi-task Learning for Gaussian Processes},
  author = {Yuyang Wang and Roni Khardon and Pavlos Protopapas},
  year = {2012},
  url = {https://arxiv.org/abs/1203.0970},
  note = {arXiv}
}

@article{stellardoi101007978146143520416,
  title = {Semi-parametric Robust Event Detection for Massive Time-Domain Databases},
  author = {Alexander W. Blocker and Pavlos Protopapas},
  year = {2012},
  url = {https://doi.org/10.1007/978-1-4614-3520-4_16},
  doi = {10.1007/978-1-4614-3520-4_16},
  note = {Lecture Notes in Statistics; Statistical Challenges in Modern Astronomy V}
}

@article{stellardoi101017s1743921312000737,
  title = {Workshop on Algorithms for Time-Series Analysis},
  author = {Pavlos Protopapas},
  year = {2011},
  url = {https://doi.org/10.1017/s1743921312000737},
  doi = {10.1017/s1743921312000737},
  note = {Proceedings of the International Astronomical Union}
}

@article{stellardoi101109mlsp20116064635,
  title = {Estimation of periodicity in non-uniformly sampled astronomical data using a 2D kernel in correntropy},
  author = {Bibhu Prasad Mishra and Jose C. Principe and Pablo A. Estevez and Pavlos Protopapas},
  year = {2011},
  url = {https://doi.org/10.1109/mlsp.2011.6064635},
  doi = {10.1109/mlsp.2011.6064635},
  note = {2011 IEEE International Workshop on Machine Learning for Signal Processing}
}

@article{stellardoi101017s1743921312001019,
  title = {A Refined QSO Selection Method Using Diagnostics},
  author = {Dae-Won Kim and Pavlos Protopapas and Markos Trichas and Michael Rowan-Robinson and Roni Khardon and Charles Alcock and Yong-Ik Byun},
  year = {2011},
  url = {https://doi.org/10.1017/s1743921312001019},
  doi = {10.1017/s1743921312001019},
  note = {Proceedings of the International Astronomical Union}
}

@article{stellardoi1010880004637x735268,
  title = {QUASI-STELLAR OBJECT SELECTION ALGORITHM USING TIME VARIABILITY AND MACHINE LEARNING: SELECTION OF 1620 QUASI-STELLAR OBJECT CANDIDATES FROM MACHO LARGE MAGELLANIC CLOUD DATABASE},
  author = {Dae-Won Kim and Pavlos Protopapas and Yong-Ik Byun and Charles Alcock and Roni Khardon and Markos Trichas},
  year = {2011},
  url = {https://doi.org/10.1088/0004-637x/735/2/68},
  doi = {10.1088/0004-637x/735/2/68},
  note = {The Astrophysical Journal}
}

@article{stellardoi101109lsp20112141987,
  title = {Period Estimation in Astronomical Time Series Using Slotted Correntropy},
  author = {Pablo Huijse and Pablo A. Estevez and Pablo Zegers and José C. Principe and Pavlos Protopapas},
  year = {2011},
  url = {https://doi.org/10.1109/lsp.2011.2141987},
  doi = {10.1109/lsp.2011.2141987},
  note = {IEEE Signal Processing Letters}
}

@article{stellardoi1010880004637x72221290,
  title = {TRANS-NEPTUNIAN OBJECTS WITH HUBBLE SPACE TELESCOPE ACS/WFC},
  author = {Cesar I. Fuentes and Matthew J. Holman and David E. Trilling and Pavlos Protopapas},
  year = {2010},
  url = {https://doi.org/10.1088/0004-637x/722/2/1290},
  doi = {10.1088/0004-637x/722/2/1290},
  note = {The Astrophysical Journal}
}

@article{stellardoi101109ijcnn20105596557,
  title = {Period detection in light curves from astronomical objects using correntropy},
  author = {Pablo A. Estévez and Pablo Huijse and Pablo Zegers and Jose C. Principe and Pavlos Protopapas},
  year = {2010},
  url = {https://doi.org/10.1109/ijcnn.2010.5596557},
  doi = {10.1109/ijcnn.2010.5596557},
  note = {The 2010 International Joint Conference on Neural Networks (IJCNN)}
}

@article{stellardoi1010880004625613952026,
  title = {THE TAIWANESE-AMERICAN OCCULTATION SURVEY PROJECT STELLAR VARIABILITY. II. DETECTION OF 15 VARIABLE STARS},
  author = {S. Mondal and C. C. Lin and W. P. Chen and Z.-W. Zhang and C. Alcock and T. Axelrod and F. B. Bianco and Y.-I. Byun and N. K. Coehlo and K. H. Cook and R. Dave and D.-W. Kim and S.-K. King and T. Lee and M. J. Lehner and H.-C. Lin and S. L. Marshall and P. Protopapas and J. A. Rice and M. E. Schwamb and J.-H. Wang and S.-Y. Wang and C.-Y. Wen},
  year = {2010},
  url = {https://doi.org/10.1088/0004-6256/139/5/2026},
  doi = {10.1088/0004-6256/139/5/2026},
  note = {The Astronomical Journal}
}

@article{stellardoi1010880004625613952003,
  title = {SEARCHING FOR SUB-KILOMETER TRANS-NEPTUNIAN OBJECTS USING PAN-STARRS VIDEO MODE LIGHT CURVES: PRELIMINARY STUDY AND EVALUATION USING ENGINEERING DATA},
  author = {J.-H. Wang and P. Protopapas and W.-P. Chen and C. R. Alcock and W. S. Burgett and T. Dombeck and T. Grav and J. S. Morgan and P. A. Price and J. L. Tonry},
  year = {2010},
  url = {https://doi.org/10.1088/0004-6256/139/5/2003},
  doi = {10.1088/0004-6256/139/5/2003},
  note = {The Astronomical Journal}
}

@article{stellardoi1010880004625613941499,
  title = {THE TAOS PROJECT: UPPER BOUNDS ON THE POPULATION OF SMALL KUIPER BELT OBJECTS AND TESTS OF MODELS OF FORMATION AND EVOLUTION OF THE OUTER SOLAR SYSTEM},
  author = {F. B. Bianco and Z.-W. Zhang and M. J. Lehner and S. Mondal and S.-K. King and J. Giammarco and M. J. Holman and N. K. Coehlo and J.-H. Wang and C. Alcock and T. Axelrod and Y.-I. Byun and W. P. Chen and K. H. Cook and R. Dave and I. de Pater and D.-W. Kim and T. Lee and H.-C. Lin and J. J. Lissauer and S. L. Marshall and P. Protopapas and J. A. Rice and M. E. Schwamb and S.-Y. Wang and C.-Y. Wen},
  year = {2010},
  url = {https://doi.org/10.1088/0004-6256/139/4/1499},
  doi = {10.1088/0004-6256/139/4/1499},
  note = {The Astronomical Journal}
}

@article{stellar10023626,
  title = {The TAOS Project: Statistical Analysis of Multi-Telescope Time Series Data},
  author = {M. J. Lehner and N. K. Coehlo and Z. -W. Zhang and F. B. Bianco and J. -H. Wang and J. A. Rice and P. Protopapas and C. Alcock and T. Axelrod and Y. -I. Byun and W. P. Chen and K. H. Cook and I. de Pater and D. -W. Kim and S. -K. King and T. Lee and S. L. Marshall and M. E. Schwamb and S. -Y. Wang and C. -Y. Wen},
  year = {2010},
  url = {https://arxiv.org/abs/1002.3626},
  doi = {10.1086/655443},
  note = {arXiv}
}

@article{stellardoi101088000462561392757,
  title = {THE TAIWAN-AMERICAN OCCULTATION SURVEY PROJECT STELLAR VARIABILITY. I. DETECTION OF LOW-AMPLITUDE δ SCUTI STARS},
  author = {D.-W. Kim and P. Protopapas and C. Alcock and Y.-I. Byun and J. Kyeong and B.-C. Lee and N. J. Wright and T. Axelrod and F. B. Bianco and W.-P. Chen and N. K. Coehlo and K. H. Cook and R. Dave and S.-K. King and T. Lee and M. J. Lehner and H.-C. Lin and S. L. Marshall and R. Porrata and J. A. Rice and M. E. Schwamb and J.-H. Wang and S.-Y. Wang and C.-Y. Wen and Z.-W. Zhang},
  year = {2010},
  url = {https://doi.org/10.1088/0004-6256/139/2/757},
  doi = {10.1088/0004-6256/139/2/757},
  note = {The Astronomical Journal}
}

@article{stellardoi101007978364215939827,
  title = {Shift-Invariant Grouped Multi-task Learning for Gaussian Processes},
  author = {Yuyang Wang and Roni Khardon and Pavlos Protopapas},
  year = {2010},
  url = {https://doi.org/10.1007/978-3-642-15939-8_27},
  doi = {10.1007/978-3-642-15939-8_27},
  note = {Lecture Notes in Computer Science; Machine Learning and Knowledge Discovery in Databases}
}

@article{stellardoi1010880004625613861893,
  title = {UPPER LIMITS ON THE NUMBER OF SMALL BODIES IN SEDNA-LIKE ORBITS BY THE TAOS PROJECT},
  author = {J.-H. Wang and M. J. Lehner and Z.-W. Zhang and F. B. Bianco and C. Alcock and W.-P. Chen and T. Axelrod and Y.-I. Byun and N. K. Coehlo and K. H. Cook and R. Dave and I. de Pater and R. Porrata and D.-W. Kim and S.-K. King and T. Lee and H.-C. Lin and J. J. Lissauer and S. L. Marshall and P. Protopapas and J. A. Rice and M. E. Schwamb and S.-Y. Wang and C.-Y. Wen},
  year = {2009},
  url = {https://doi.org/10.1088/0004-6256/138/6/1893},
  doi = {10.1088/0004-6256/138/6/1893},
  note = {The Astronomical Journal}
}

@article{stellardoi101002sam10060,
  title = {Discovering arbitrary event types in time series},
  author = {Dan Preston and Pavlos Protopapas and Carla Brodley},
  year = {2009},
  url = {https://doi.org/10.1002/sam.10060},
  doi = {10.1002/sam.10060},
  note = {Statistical Analysis and Data Mining: The ASA Data Science Journal}
}

@article{stellardoi1010880004637x70121742,
  title = {A BAYESIAN APPROACH TO THE ANALYSIS OF TIME SYMMETRY IN LIGHT CURVES: RECONSIDERING SCORPIUS X-1 OCCULTATIONS},
  author = {Alexander W. Blocker and Pavlos Protopapas and Charles R. Alcock},
  year = {2009},
  url = {https://doi.org/10.1088/0004-637x/701/2/1742},
  doi = {10.1088/0004-637x/701/2/1742},
  note = {The Astrophysical Journal}
}

@article{stellardoi101088000462561382421,
  title = {REVERBERATION IN THE UV-OPTICAL CONTINUUM BRIGHTNESS FLUCTUATIONS OF MACHO QUASAR 13.5962.237},
  author = {Rudolph E. Schild and Justin Lovegrove and Pavlos Protopapas},
  year = {2009},
  url = {https://doi.org/10.1088/0004-6256/138/2/421},
  doi = {10.1088/0004-6256/138/2/421},
  note = {The Astronomical Journal}
}

@article{stellardoi101088000462561382568,
  title = {A SEARCH FOR OCCULTATIONS OF BRIGHT STARS BY SMALL KUIPER BELT OBJECTS USING MEGACAM ON THE MMT},
  author = {F. B. Bianco and P. Protopapas and B. A. McLeod and C. R. Alcock and M. J. Holman and M. J. Lehner},
  year = {2009},
  url = {https://doi.org/10.1088/0004-6256/138/2/568},
  doi = {10.1088/0004-6256/138/2/568},
  note = {The Astronomical Journal}
}

@article{stellardoi101111j13652966200914967x,
  title = {Detrending time series for astronomical variability surveys},
  author = {Dae-Won Kim and Pavlos Protopapas and Charles Alcock and Yong-Ik Byun and Federica B. Bianco},
  year = {2009},
  url = {https://doi.org/10.1111/j.1365-2966.2009.14967.x},
  doi = {10.1111/j.1365-2966.2009.14967.x},
  note = {Monthly Notices of the Royal Astronomical Society}
}

@article{stellardoi101007s0077800801114,
  title = {Supporting exact indexing of arbitrarily rotated shapes and periodic time series under Euclidean and warping distance measures},
  author = {Eamonn Keogh and Li Wei and Xiaopeng Xi and Michail Vlachos and Sang-Hee Lee and Pavlos Protopapas},
  year = {2009},
  url = {https://doi.org/10.1007/s00778-008-0111-4},
  doi = {10.1007/s00778-008-0111-4},
  note = {The VLDB Journal}
}

@article{stellardoi101137197816119727956,
  title = {Event Discovery in Time Series},
  author = {Dan Preston and Pavlos Protopapas and Carla Brodley},
  year = {2009},
  url = {https://doi.org/10.1137/1.9781611972795.6},
  doi = {10.1137/1.9781611972795.6},
  note = {Proceedings of the 2009 SIAM International Conference on Data Mining}
}

@article{stellardoi101007s1099400850933,
  title = {Finding anomalous periodic time series},
  author = {Umaa Rebbapragada and Pavlos Protopapas and Carla E. Brodley and Charles Alcock},
  year = {2009},
  url = {https://doi.org/10.1007/s10994-008-5093-3},
  doi = {10.1007/s10994-008-5093-3},
  note = {Machine Learning}
}

@article{stellardoi101007978364204174732,
  title = {Kernels for Periodic Time Series Arising in Astronomy},
  author = {Gabriel Wachman and Roni Khardon and Pavlos Protopapas and Charles R. Alcock},
  year = {2009},
  url = {https://doi.org/10.1007/978-3-642-04174-7_32},
  doi = {10.1007/978-3-642-04174-7_32},
  note = {Lecture Notes in Computer Science; Machine Learning and Knowledge Discovery in Databases}
}

@article{stellardoi101086592741,
  title = {First Results from the Taiwanese-American Occultation Survey (TAOS)},
  author = {Z.-W. Zhang and F. B. Bianco and M. J. Lehner and N. K. Coehlo and J.-H. Wang and S. Mondal and C. Alcock and T. Axelrod and Y.-I. Byun and W. P. Chen and K. H. Cook and R. Dave and I. de Pater and R. Porrata and D.-W. Kim and S.-K. King and T. Lee and H.-C. Lin and J. J. Lissauer and S. L. Marshall and P. Protopapas and J. A. Rice and M. E. Schwamb and S.-Y. Wang and C.-Y. Wen},
  year = {2008},
  url = {https://doi.org/10.1086/592741},
  doi = {10.1086/592741},
  note = {The Astrophysical Journal}
}

@article{stellardoi101017s1743921308026677,
  title = {De-Trending Time Series Data for Variability Surveys},
  author = {Dae-Won Kim and Pavlos Protopapas and Rahul Dave},
  year = {2008},
  url = {https://doi.org/10.1017/s1743921308026677},
  doi = {10.1017/s1743921308026677},
  note = {Proceedings of the International Astronomical Union}
}

@article{stellardoi101086521579,
  title = {Eclipsing Binary Stars in the Large and Small Magellanic Clouds from the MACHO Project: The Sample},
  author = {Lorenzo Faccioli and Charles Alcock and Kem Cook and Gabriel E. Prochter and Pavlos Protopapas and David Syphers},
  year = {2007},
  url = {https://doi.org/10.1086/521579},
  doi = {10.1086/521579},
  note = {The Astronomical Journal}
}

@article{stellardoi101111j13652966200610327x,
  title = {Finding outlier light curves in catalogues of periodic variable stars},
  author = {P. Protopapas and J. M. Giammarco and L. Faccioli and M. F. Struble and R. Dave and C. Alcock},
  year = {2006},
  url = {https://doi.org/10.1111/j.1365-2966.2006.10327.x},
  doi = {10.1111/j.1365-2966.2006.10327.x},
  note = {Monthly Notices of the Royal Astronomical Society}
}

@article{stellardoi101111j13652966200509305x,
  title = {Fast identification of transits from light-curves},
  author = {Pavlos Protopapas and Raul Jimenez and Charles Alcock},
  year = {2005},
  url = {https://doi.org/10.1111/j.1365-2966.2005.09305.x},
  doi = {10.1111/j.1365-2966.2005.09305.x},
  note = {Monthly Notices of the Royal Astronomical Society}
}

@article{stellardoi101103physrevc69034338,
  title = {Kerman-Klein-Dönau-Frauendorf model for odd-odd nuclei: Formal theory},
  author = {Abraham Klein and Pavlos Protopapas and Stanisław Rohoziński and Krzysztof Starosta},
  year = {2004},
  url = {https://doi.org/10.1103/physrevc.69.034338},
  doi = {10.1103/physrevc.69.034338},
  note = {Physical Review C}
}

@article{stellardoi101103physrevc571983,
  title = {Nucleon-antinucleon interaction from the Skyrme model. II. Beyond the product ansatz},
  author = {Yang Lu and Pavlos Protopapas and R. D. Amado},
  year = {1998},
  url = {https://doi.org/10.1103/physrevc.57.1983},
  doi = {10.1103/physrevc.57.1983},
  note = {Physical Review C}
}

@article{stellardoi101103physrevlett784347,
  title = {Application of the Kerman-Klein Method to the Solution of a Spherical Shell Model for a Deformed Rare-Earth Nucleus},
  author = {Pavlos Protopapas and Abraham Klein},
  year = {1997},
  url = {https://doi.org/10.1103/physrevlett.78.4347},
  doi = {10.1103/physrevlett.78.4347},
  note = {Physical Review Letters}
}

@article{stellardoi101103physrevc551810,
  title = {Possible solution of the Coriolis attenuation problem},
  author = {Pavlos Protopapas and Abraham Klein},
  year = {1997},
  url = {https://doi.org/10.1103/physrevc.55.1810},
  doi = {10.1103/physrevc.55.1810},
  note = {Physical Review C}
}

@article{stellardoi101103physrevc55699,
  title = {Derivation and assessment of strong coupling core-particle model from the Kerman-Klein-Dönau-Frauendorf theory},
  author = {Pavlos Protopapas and Abraham Klein},
  year = {1997},
  url = {https://doi.org/10.1103/physrevc.55.699},
  doi = {10.1103/physrevc.55.699},
  note = {Physical Review C}
}

@article{stellardoi101103physrevc54638,
  title = {Application of a semimicroscopic core-particle coupling method to the backbending in odd deformed nuclei},
  author = {Pavlos Protopapas and Abraham Klein and Niels R. Walet},
  year = {1996},
  url = {https://doi.org/10.1103/physrevc.54.638},
  doi = {10.1103/physrevc.54.638},
  note = {Physical Review C}
}

@article{stellardoi101103physrevc531655,
  title = {Further application of a semimicroscopic core-particle coupling method to the properties of Gd 1 5 5 , 1 5 7 and Dy 159},
  author = {Pavlos Protopapas and Abraham Klein and Niels R. Walet},
  year = {1996},
  url = {https://doi.org/10.1103/physrevc.53.1655},
  doi = {10.1103/physrevc.53.1655},
  note = {Physical Review C}
}

@article{stellardoi101103physrevc50245,
  title = {Calculation of the properties of the rotational bands of Gd 1 5 5 , 1 5 7},
  author = {Pavlos Protopapas and Abraham Klein and Niels R. Walet},
  year = {1994},
  url = {https://doi.org/10.1103/physrevc.50.245},
  doi = {10.1103/physrevc.50.245},
  note = {Physical Review C}
}