Marc Huertas-Company

According to our database, Marc Huertas-Company authored at least 7 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

pathfinder: A Semantic Framework for Literature Review and Knowledge Discovery in Astronomy.

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, Yuan-Sen Ting, Mike Walmsley

CoRR, 2024

AstroPT: Scaling Large Observation Models for Astronomy.

Michael J. Smith, Ryan J. Roberts, Eirini Angeloudi, Marc Huertas-Company

CoRR, 2024

2023

A brief review of contrastive learning applied to astrophysics.

Marc Huertas-Company, Regina Sarmiento, Johan H. Knapen

CoRR, 2023

2021

A Deep Learning Approach for Characterizing Major Galaxy Mergers.

Skanda Koppula, Victor Bapst, Marc Huertas-Company, Sam Blackwell, Agnieszka Grabska-Barwinska, Sander Dieleman, Andrea Huber, Natasha Antropova, Mikolaj Binkowski, Hannah Openshaw, Adrià Recasens, Fernando Caro, Avishai Deke, Yohan Dubois, Jesus Vega Ferrero, David C. Koo, Joel R. Primack, Trevor Back

CoRR, 2021

Galaxy Morphology in the deep learning era.

Marc Huertas-Company

Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

2016

Deep learning for studies of galaxy morphology.

Diego Tuccillo, Marc Huertas-Company, Etienne Decencière, Santiago Velasco-Forero

Proceedings of the Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016, 2016

Morphology and Interaction of Galaxies using Deep Learning.

Fernando Caro, Marc Huertas-Company, Guillermo F. Cabrera

Proceedings of the Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016, 2016