Spatio-Spectroscopic Representation Learning using Unsupervised Convolutional Long-Short Term Memory Networks.

Sandor Kruk

Kameswara Bharadwaj Mantha Lucy Fortson Ramanakumar Sankar Claudia Scarlata Chris J. Lintott Sandor Kruk Mike Walmsley Hugh Dickinson Karen Masters Brooke Simmons Rebecca J. Smethurst Spatio-Spectroscopic Representation Learning using Unsupervised Convolutional Long-Short Term Memory Networks. 2026 February abs/2602.18426 CoRR https://doi.org/10.48550/arXiv.2602.18426 db/journals/corr/corr2602.html#abs-2602-18426 streams/journals/corr

Atilla Kaan Alkan Shashwat Sourav Maja Jablonska Simone Astarita Rishabh Chakrabarty Nikhil Garuda Pranav Khetarpal Maciej Pióro Dimitrios Tanoglidis Kartheik Iyer Mugdha Polimera Michael J. Smith 0013 Tirthankar Ghosal Marc Huertas-Company Sandor Kruk Kevin Schawinski Ioana Ciuca A Survey on Hypothesis Generation for Scientific Discovery in the Era of Large Language Models. 2025 April abs/2504.05496 CoRR https://doi.org/10.48550/arXiv.2504.05496 db/journals/corr/corr2504.html#abs-2504-05496 streams/journals/corr

Sharaf Zaman Michael J. Smith 0013 Pranav Khetarpal Rishabh Chakrabarty Michele Ginolfi Marc Huertas-Company Maja Jablonska Sandor Kruk Matthieu Le Lain Sergio J. Rodríguez Méndez Dimitrios Tanoglidis AstroLLaVA: towards the unification of astronomical data and natural language. 2025 April abs/2504.08583 CoRR https://doi.org/10.48550/arXiv.2504.08583 db/journals/corr/corr2504.html#abs-2504-08583 streams/journals/corr

Ernest Perkowski Rui Pan 0002 Tuan Dung Nguyen Yuan-Sen Ting Sandor Kruk Tong Zhang 0001 Charlie O'Neill Maja Jablonska Zechang Sun Michael J. Smith 0013 Huiling Liu Kevin Schawinski Kartheik Iyer Ioana Ciuca UniverseTBD AstroLLaMA-Chat: Scaling AstroLLaMA with Conversational and Diverse Datasets. 2024 abs/2401.01916 CoRR https://doi.org/10.48550/arXiv.2401.01916 db/journals/corr/corr2401.html#abs-2401-01916

Mike Walmsley Micah Bowles Anna M. M. Scaife Jason Shingirai Makechemu Alexander J. Gordon Annette M. N. Ferguson Robert G. Mann James Pearson Jürgen J. Popp Jo Bovy Joshua S. Speagle Hugh Dickinson Lucy Fortson Tobias Géron Sandor Kruk Chris J. Lintott Kameswara Bharadwaj Mantha Devina Mohan David O'Ryan Inigo V. Slijepcevic Scaling Laws for Galaxy Images. 2024 abs/2404.02973 CoRR https://doi.org/10.48550/arXiv.2404.02973 db/journals/corr/corr2404.html#abs-2404-02973

John F. Wu Alina Hyk Kiera McCormick Christine Ye Simone Astarita Elina Baral Jo Ciuca Jesse Cranney Anjalie Field Kartheik Iyer Philipp Koehn Jenn Kotler Sandor Kruk Michelle Ntampaka Charles O'Neill Joshua E. G. Peek Sanjib Sharma Mikaeel Yunus Designing an Evaluation Framework for Large Language Models in Astronomy Research. 2024 abs/2405.20389 CoRR https://doi.org/10.48550/arXiv.2405.20389 db/journals/corr/corr2405.html#abs-2405-20389

Elisabeta-Iulia Dima Pablo Gómez Sandor Kruk Peter Kretschmar Simon Rosen Calin-Adrian Popa XAMI - A Benchmark Dataset for Artefact Detection in XMM-Newton Optical Images. 2024 abs/2406.17323 CoRR https://doi.org/10.48550/arXiv.2406.17323 db/journals/corr/corr2406.html#abs-2406-17323 streams/journals/corr

Simone Astarita Sandor Kruk Jan Reerink Pablo Gómez Delving into the Utilisation of ChatGPT in Scientific Publications in Astronomy. 2024 abs/2406.17324 CoRR https://doi.org/10.48550/arXiv.2406.17324 db/journals/corr/corr2406.html#abs-2406-17324 streams/journals/corr

Kartheik Iyer Mikaeel Yunus Charles O'Neill Christine Ye Alina Hyk Kiera McCormick Ioana Ciuca John F. Wu Alberto Accomazzi Simone Astarita Rishabh Chakrabarty Jesse Cranney Anjalie Field Tirthankar Ghosal Michele Ginolfi Marc Huertas-Company Maja Jablonska Sandor Kruk Huiling Liu Gabriel Marchidan Rohit Mistry Jill P. Naiman Joshua E. G. Peek Mugdha Polimera Sergio J. Rodríguez Méndez Kevin Schawinski Sanjib Sharma Michael J. Smith 0013 Yuan-Sen Ting Mike Walmsley pathfinder: A Semantic Framework for Literature Review and Knowledge Discovery in Astronomy. 2024 abs/2408.01556 CoRR https://doi.org/10.48550/arXiv.2408.01556 db/journals/corr/corr2408.html#abs-2408-01556 streams/journals/corr

Pablo Gómez Roland D. Vavrek Guillermo Buenadicha John Hoar Sandor Kruk Jan Reerink Machine learning-driven Anomaly Detection and Forecasting for Euclid Space Telescope Operations. 2024 abs/2411.05596 CoRR https://doi.org/10.48550/arXiv.2411.05596 db/journals/corr/corr2411.html#abs-2411-05596 streams/journals/corr

Ioana Ciuca Yuan-Sen Ting Sandor Kruk Kartheik Iyer Harnessing the Power of Adversarial Prompting and Large Language Models for Robust Hypothesis Generation in Astronomy. 2023 abs/2306.11648 CoRR https://doi.org/10.48550/arXiv.2306.11648 db/journals/corr/corr2306.html#abs-2306-11648

Tuan Dung Nguyen Yuan-Sen Ting Ioana Ciuca Charlie O'Neill Zechang Sun Maja Jablonska Sandor Kruk Ernest Perkowski Jack W. Miller Jason Li Josh Peek Kartheik Iyer Tomasz Rózanski Pranav Khetarpal Sharaf Zaman David Brodrick Sergio J. Rodríguez Méndez Thang D. Bui Alyssa Goodman Alberto Accomazzi Jill P. Naiman Jesse Cranney Kevin Schawinski UniverseTBD AstroLLaMA: Towards Specialized Foundation Models in Astronomy. 2023 abs/2309.06126 CoRR https://doi.org/10.48550/arXiv.2309.06126 db/journals/corr/corr2309.html#abs-2309-06126

Mike Walmsley Chris J. Lintott Tobias Géron Sandor Kruk Coleman Krawczyk Kyle W. Willett Steven Bamford William Keel Lee S. Kelvin Lucy Fortson Karen L. Masters Vihang Mehta Brooke D. Simmons Rebecca J. Smethurst Elisabeth M. Baeten Christine Macmillan Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from Volunteers and Deep Learning for 314, 000 Galaxies. 2021 abs/2102.08414 CoRR https://arxiv.org/abs/2102.08414 db/journals/corr/corr2102.html#abs-2102-08414

Mike Walmsley Anna M. M. Scaife Chris J. Lintott Michelle Lochner Verlon Etsebeth Tobias Géron Hugh Dickinson Lucy Fortson Sandor Kruk Karen L. Masters Kameswara Bharadwaj Mantha Brooke D. Simmons Practical Galaxy Morphology Tools from Deep Supervised Representation Learning. 2021 abs/2110.12735 CoRR https://arxiv.org/abs/2110.12735 db/journals/corr/corr2110.html#abs-2110-12735

Mike Walmsley Lewis Smith Chris J. Lintott Yarin Gal Steven Bamford Hugh Dickinson Lucy Fortson Sandor Kruk Karen Masters Claudia Scarlata Brooke Simmons Rebecca J. Smethurst Darryl Wright Galaxy Zoo: Probabilistic Morphology through Bayesian CNNs and Active Learning. 2019 abs/1905.07424 CoRR http://arxiv.org/abs/1905.07424 db/journals/corr/corr1905.html#abs-1905-07424

Alberto Accomazzi Atilla Kaan Alkan Simone Astarita Elisabeth M. Baeten Steven Bamford Elina Baral Jo Bovy Micah Bowles David Brodrick Guillermo Buenadicha Thang D. Bui Rishabh Chakrabarty Ioana Ciuca Jo Ciuca Jesse Cranney Hugh Dickinson Elisabeta-Iulia Dima Verlon Etsebeth Annette M. N. Ferguson Anjalie Field Lucy Fortson Yarin Gal Nikhil Garuda Tobias Géron Tirthankar Ghosal Michele Ginolfi Pablo Gómez Alyssa Goodman Alexander J. Gordon John Hoar Marc Huertas-Company Alina Hyk Kartheik Iyer Maja Jablonska William Keel Lee S. Kelvin Pranav Khetarpal Philipp Koehn Jenn Kotler Coleman Krawczyk Peter Kretschmar Matthieu Le Lain Jason Li Chris J. Lintott Huiling Liu Michelle Lochner Christine Macmillan Jason Shingirai Makechemu Robert G. Mann Kameswara Bharadwaj Mantha Gabriel Marchidan Karen MastersKaren L. Masters Kiera McCormick Vihang Mehta Sergio J. Rodríguez Méndez Jack W. Miller Rohit Mistry Devina Mohan Jill P. Naiman Tuan Dung Nguyen Michelle Ntampaka Charles O'NeillCharlie O'Neill David O'Ryan Rui Pan 0002 James Pearson Josh Peek Joshua E. G. Peek Ernest Perkowski Maciej Pióro Mugdha Polimera Calin-Adrian Popa Jürgen J. Popp Jan Reerink Simon Rosen Tomasz Rózanski Ramanakumar Sankar Anna M. M. Scaife Claudia Scarlata Kevin Schawinski Sanjib Sharma Brooke SimmonsBrooke D. Simmons Inigo V. Slijepcevic Becky SmethurstRebecca J. Smethurst Lewis Smith Michael J. Smith 0013 Shashwat Sourav Joshua S. Speagle Zechang Sun Dimitrios Tanoglidis Yuan-Sen Ting UniverseTBD Roland D. Vavrek Mike Walmsley Kyle W. Willett Darryl Wright John F. Wu Christine Ye Mikaeel Yunus Sharaf Zaman Tong Zhang 0001