Shirley Ho
Active 2008–2026
- 114
- Papers
- 27,597
- Citations
- 49
- h-index
- 78
- i10-index
Citations
Citation sources
Countries
Institutions
Fields
- Physics and Astronomy48.7%
- Computer Science24.2%
- Engineering6%
- Medicine4.7%
- Biochemistry, Genetics and Molecular Biology3.2%
- Materials Science3.2%
- Other10%
Topics
- Galaxies: Formation, Evolution, Phenomena9.6%
- Cosmology and Gravitation Theories5.4%
- Model Reduction and Neural Networks4.2%
- Astronomy and Astrophysical Research4.2%
- Gamma-ray bursts and supernovae2.9%
- Machine Learning in Materials Science2.4%
- Other71.3%
Coauthors
- Miles D. Cranmer27
- Joel R. Brownstein19
- A. Bolton18
- Daniel J. Eisenstein17
- David N. Spergel17
- Dmitry Bizyaev16
- J. Brinkmann16
- Michael Eickenberg16
- S. Bailey16
- Bruno Régaldo-Saint Blancard15
- Francisco Villaescusa-Navarro15
- Kyle Dawson15
- É. Aubourg15
- François Lanusse14
- Jo Bovy13
- Michael R. Blanton13
- Alberto Bietti12
- Antonio J. Cuesta12
- Florian Beutler12
- Géraud Krawezik12
- Siavash Golkar12
- Kyunghyun Cho11
- Michael McCabe11
- Ruben Ohana11
All papers
- Scientific discovery in the age of artificial intelligence
Authors: Hanchen Wang, Tianfan Fu, Yuanqi Du, Wenhao Gao, Kexin Huang, Ziming Liu, Payal Chandak, Shengchao Liu, Peter Van Katwyk, Andreea Deac, Anima Anandkumar, Karianne Bergen, Carla P. Gomes, Shirley Ho, Pushmeet Kohli, Joan Lasenby, Jure Leskovec, Tie-Yan Liu, Arjun K. Manrai, Debora S. Marks, Bharath Ramsundar, Le Song, Jimeng Sun, Jian Tang, Petar Velickovic, Max Welling, Linfeng Zhang, Connor W. Coley, Yoshua Bengio, Marinka Zitnik - Nature, Nat. 2023 cited by 1,726
- Lagrangian Neural Networks
Authors: Miles D. Cranmer, Sam Greydanus, Stephan Hoyer, Peter W. Battaglia, David N. Spergel, Shirley Ho - arXiv (Cornell University), CoRR 2020 cited by 281
- Multiple Physics Pretraining for Physical Surrogate Models
Authors: Michael McCabe, Bruno Régaldo-Saint Blancard, Liam Holden Parker, Ruben Ohana, Miles D. Cranmer, Alberto Bietti, Michael Eickenberg, Siavash Golkar, Géraud Krawezik, François Lanusse, Mariel Pettee, Tiberiu Tesileanu, Kyunghyun Cho, Shirley Ho - arXiv (Cornell University), CoRR 2023 cited by 88
- Discovering Symbolic Models from Deep Learning with Inductive Biases
Authors: Miles D. Cranmer, Alvaro Sanchez-Gonzalez, Peter W. Battaglia, Rui Xu, Kyle Cranmer, David N. Spergel, Shirley Ho - Neural Information Processing Systems, NeurIPS 2020 cited by 680
- xVal: A Continuous Number Encoding for Large Language Models
Authors: Siavash Golkar, M. Pettee, Michael Eickenberg, Alberto Bietti, Miles Cranmer, Géraud Krawezik, Francois Lanusse, Michael McCabe, Ruben Ohana, Liam Parker, Bruno Régaldo-Saint Blancard, Tiberiu Teşileanu, Kyunghyun Cho, Shirley Ho - arXiv (Cornell University), CoRR 2023 cited by 46
- The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: cosmological analysis of the DR12 galaxy sample
Authors: Shadab Alam, M. Ata, S. Bailey, Florian Beutler, Dmitry Bizyaev, J. Blazek, A. Bolton, Joel R. Brownstein, A. Burden, Chia-Hsun Chuang, Johan Comparat, Antonio J. Cuesta, Kyle Dawson, Daniel J. Eisenstein, S. Escoffier, Héctor Gil-Marín, Jan Niklas Grieb, Nick Hand, Shirley Ho, Karen Kinemuchi, D. Kirkby, Francisco-Shu Kitaura, Elena Malanushenko, Viktor Malanushenko, Claudia Maraston, Cameron K. McBride, Robert C. Nichol, Matthew D. Olmstead, Daniel Oravetz, Nikhil Padmanabhan, N. Palanque‐Delabrouille, Kaike Pan, Marcos Pellejero-Ibáñez, Will J. Percival, Patrick Petitjean, Francisco Prada, Adrian M. Price-Whelan, Beth Reid, Sergio Rodríguez-Torres, Natalie A. Roe, Ashley J. Ross, Nicholas P. Ross, Graziano Rossi, J. A. Rubiño-Martín, Shun Saito, Salvador Salazar-Albornoz, Lado Samushia, Ariel G. Sánchez, Siddharth Satpathy, David J. Schlegel, Donald P. Schneider, Claudia G. Scóccola, Hee‐Jong Seo, E. S. Sheldon, Audrey Simmons, Anže Slosar, Michael A. Strauss, Molly E. C. Swanson, D. Thomas, Jeremy L. Tinker, Rita Tojeiro, M. Vargas-Magaña, J. Alberto Vázquez, Licia Verde, David A. Wake, Yuting Wang, David H. Weinberg, Martin White, W. M. Wood‐Vasey, Christophe Yèche, Idit Zehavi, Zhongxu Zhai, Gong‐Bo Zhao - Monthly Notices of the Royal Astronomical Society 2017 cited by 3,128
- Learned Coarse Models for Efficient Turbulence Simulation
Authors: Kimberly L. Stachenfeld, Drummond B. Fielding, Dmitrii Kochkov, Miles D. Cranmer, Tobias Pfaff, Jonathan Godwin, Can Cui, Shirley Ho, Peter W. Battaglia, Alvaro Sanchez-Gonzalez - arXiv (Cornell University), CoRR 2021 cited by 66
- The Quijote Simulations
Authors: Francisco Villaescusa-Navarro, ChangHoon Hahn, Elena Massara, Arka Banerjee, Ana Maria Delgado, Doogesh Kodi Ramanah, Tom Charnock, Elena Giusarma, Yin Li, Erwan Allys, Antoine Brochard, Cora Uhlemann, Chi-Ting Chiang, Siyu He, Alice Pisani, Andrej Obuljen, Yu Feng, Emanuele Castorina, Gabriella Contardo, Christina D. Kreisch, Andrina Nicola, Justin Alsing, Roman Scoccimarro, Licia Verde, Matteo Viel, Shirley Ho, Stephane Mallat, Benjamin Wandelt, David N. Spergel - The Astrophysical Journal Supplement Series 2020 cited by 325
- THE BARYON OSCILLATION SPECTROSCOPIC SURVEY OF SDSS-III
Authors: Kyle S. Dawson, David J. Schlegel, Christopher P. Ahn, Scott F. Anderson, Éric Aubourg, Stephen Bailey, Robert H. Barkhouser, Julian E. Bautista, Alessandra Beifiori, Andreas A. Berlind, Vaishali Bhardwaj, Dmitry Bizyaev, Cullen H. Blake, Michael R. Blanton, Michael Blomqvist, Adam S. Bolton, Arnaud Borde, Jo Bovy, W. N. Brandt, Howard Brewington, Jon Brinkmann, Peter J. Brown, Joel R. Brownstein, Kevin Bundy, N. G. Busca, William Carithers, Aurelio R. Carnero, Michael A. Carr, Yanmei Chen, Johan Comparat, Natalia Connolly, Frances Cope, Rupert A. C. Croft, Antonio J. Cuesta, Luiz N. da Costa, James R. A. Davenport, Timothée Delubac, Roland de Putter, Saurav Dhital, Anne Ealet, Garrett L. Ebelke, Daniel J. Eisenstein, S. Escoffier, Xiaohui Fan, N. Filiz Ak, Hayley Finley, Andreu Font-Ribera, R. Génova-Santos, James E. Gunn, Hong Guo, Daryl Haggard, Patrick B. Hall, Jean-Christophe Hamilton, Ben Harris, David W. Harris, Shirley Ho, David W. Hogg, Diana Holder, Klaus Honscheid, Joe Huehnerhoff, Beatrice Jordan, Wendell P. Jordan, Guinevere Kauffmann, Eyal A. Kazin, David Kirkby, Mark A. Klaene, Jean-Paul Kneib, Jean-Marc Le Goff, Khee-Gan Lee, Daniel C. Long, Craig P. Loomis, Britt Lundgren, Robert H. Lupton, Marcio A. G. Maia, Martin Makler, Elena Malanushenko, Viktor Malanushenko, Rachel Mandelbaum, Marc Manera, Claudia Maraston, Daniel Margala, Karen L. Masters, Cameron K. McBride, Patrick McDonald, Ian D. McGreer, Richard G. McMahon, Olga Mena, Jordi Miralda-Escudé, Antonio D. Montero-Dorta, Francesco Montesano, Demitri Muna, Adam D. Myers, Tracy Naugle, Robert C. Nichol, Pasquier Noterdaeme, Sebastián E. Nuza, Matthew D. Olmstead, Audrey Oravetz, Daniel J. Oravetz, Russell Owen and 65 more - The Astronomical Journal 2012 cited by 2,054
- CosmoFlow: Using Deep Learning to Learn the Universe at Scale
Authors: Amrita Mathuriya, Deborah Bard, P. J. Mendygral, Lawrence Meadows, James Arnemann, Lei Shao, Siyu He, Tuomas Kärnä, Daina Moise, S. J. Pennycook, Kristyn Maschoff, Jason Sewall, Nalini Kumar, Shirley Ho, Mike Ringenburg, Prabhat, Victor C. S. Lee - SC18: International Conference for High Performance Computing 2018 cited by 122
- Walrus: A Cross-Domain Foundation Model for Continuum Dynamics
Authors: Michael McCabe, Payel Mukhopadhyay, Tanya Marwah, Bruno Régaldo-Saint Blancard, François Rozet, Cristiana Diaconu, Lucas Meyer, Kaze W. K. Wong, Hadi Sotoudeh, Alberto Bietti, Irina Espejo, Rio Fear, Siavash Golkar, Tom Hehir, Keiya Hirashima, Géraud Krawezik, François Lanusse, Rudy Morel, Ruben Ohana, Liam Holden Parker, Mariel Pettee, Jeff Shen, Kyunghyun Cho, Miles D. Cranmer, Shirley Ho - ArXiv.org, CoRR 2025 cited by 25
- The CAMELS Project: Cosmology and Astrophysics with Machine-learning Simulations
Authors: Francisco Villaescusa-Navarro, Daniel Anglés-Alcázar, Shy Genel, David N. Spergel, Rachel S. Somerville, Romeel Dave, Annalisa Pillepich, Lars Hernquist, Dylan Nelson, Paul Torrey, Desika Narayanan, Yin Li, Oliver Philcox, Valentina La Torre, Ana Maria Delgado, Shirley Ho, Sultan Hassan, Blakesley Burkhart, Digvijay Wadekar, Nicholas Battaglia, Gabriella Contardo, Greg L. Bryan - The Astrophysical Journal 2021 cited by 289
- THE SDSS-IV EXTENDED BARYON OSCILLATION SPECTROSCOPIC SURVEY: OVERVIEW AND EARLY DATA
Authors: Kyle Dawson, Jean‐Paul Kneib, Will J. Percival, Shadab Alam, Franco D. Albareti, Scott F. Anderson, E. Armengaud, É. Aubourg, S. Bailey, Julian Bautista, Andreas A. Berlind, Matthew A. Bershady, Florian Beutler, Dmitry Bizyaev, Michael R. Blanton, Michael Blomqvist, A. Bolton, Jo Bovy, W. N. Brandt, J. Brinkmann, Joel R. Brownstein, E. Burtin, Nicolás G. Busca, Zheng Cai, Chia-Hsun Chuang, Nicolas Clerc, Johan Comparat, Frances Cope, Rupert A. C. Croft, I. Cruz-González, L. N. da Costa, Marie-Claude Cousinou, Jeremy Darling, Axel de la Macorra, Sylvain de la Torre, Timothée Delubac, Hélion du Mas des Bourboux, T. Dwelly, Anne Ealet, Daniel J. Eisenstein, Michael Eracleous, S. Escoffier, Xiaohui Fan, A. Finoguenov, Andreu Font-Ribera, Peter M. Frinchaboy, P. Gaulme, A. Georgakakis, Paul Green, Hong Guo, Julien Guy, Shirley Ho, Diana Holder, Joe Huehnerhoff, Timothy A. Hutchinson, Yipeng Jing, Eric Jullo, Vikrant Kamble, Karen Kinemuchi, D. Kirkby, Francisco-Shu Kitaura, Mark A. Klaene, Russ R. Laher, Dustin Lang, Pierre Laurent, Jean-Marc Le Goff, Cheng Li, Yu Liang, M. Lima, Qiufan Lin, Weipeng Lin, Yen‐Ting Lin, Daniel C. Long, Britt Lundgren, Nicholas MacDonald, M. A. G. Maia, Elena Malanushenko, Viktor Malanushenko, Vivek Mariappan, Cameron K. McBride, Ian D. McGreer, Brice Ménard, A. Merloni, Andrés Meza, Antonio D. Montero-Dorta, Demitri Muna, Adam D. Myers, K. Nandra, Tracy Naugle, Jeffrey A. Newman, P. Noterdaeme, P. Nugent, R. L. C. Ogando, Matthew D. Olmstead, Audrey Oravetz, Daniel Oravetz, Nikhil Padmanabhan, N. Palanque‐Delabrouille, Kaike Pan, John K. Parejko and 46 more - The Astronomical Journal 2016 cited by 834
- Learning to Predict the Cosmological Structure Formation
Authors: Siyu He, Yin Li, Yu Feng, Shirley Ho, Siamak Ravanbakhsh, Wei Chen, Barnabás Póczos - National Academy of Sciences, Proceedings of the National Academy of Sciences 2019 cited by 215
- AstroCLIP: a cross-modal foundation model for galaxies
Authors: Liam Parker, François Lanusse, Siavash Golkar, Leopoldo Sarra, Miles Cranmer, Alberto Bietti, Michael Eickenberg, Géraud Krawezik, Michael T. McCabe, Rudy Morel, Ruben Ohana, M. Pettee, Bruno Régaldo-Saint Blancard, Kyunghyun Cho, Shirley Ho - Monthly Notices of the Royal Astronomical Society 2024 cited by 55
- AstroCLIP: Cross-Modal Pre-Training for Astronomical Foundation Models
Authors: Liam Parker, François Lanusse, Siavash Golkar, Sarra, Leopoldo, Miles Cranmer, Alberto Bietti, Michael Eickenberg, Géraud Krawezik, Michael T. McCabe, Ruben Ohana, M. Pettee, Bruno Régaldo-Saint Blancard, Tiberiu Teşileanu, Kyunghyun Cho, Shirley Ho - arXiv (Cornell University), CoRR 2023 cited by 18
- SDSS-III: MASSIVE SPECTROSCOPIC SURVEYS OF THE DISTANT UNIVERSE, THE MILKY WAY, AND EXTRA-SOLAR PLANETARY SYSTEMS
Authors: Daniel J. Eisenstein, David H. Weinberg, Eric Agol, H. Aihara, Carlos Allende Prieto, Scott F. Anderson, James A. Arns, É. Aubourg, S. Bailey, E. Balbinot, Robert H. Barkhouser, Timothy C. Beers, Andreas A. Berlind, Steven J. Bickerton, Dmitry Bizyaev, Michael R. Blanton, John J. Bochanski, A. Bolton, Casey T. Bosman, Jo Bovy, W. N. Brandt, B. Breslauer, H. Brewington, J. Brinkmann, P. J. Brown, Joel R. Brownstein, Dan Bürger, Nicolás G. Busca, H. Campbell, Phillip A. Cargile, W. Carithers, Joleen K. Carlberg, Michael A. Carr, Liang Chang, Yanmei Chen, C. Chiappini, Johan Comparat, N. Connolly, Marina Cortês, Rupert A. C. Croft, Kátia Cunha, Luiz N. da Costa, James R. A. Davenport, Kyle Dawson, Nathan De Lee, G. F. Porto de Mello, F. de Simoni, Janice Dean, Saurav Dhital, Anne Ealet, Garrett Ebelke, Edward M. Edmondson, J. Eiting, S. Escoffier, M. Esposito, Michael L. Evans, Xiaohui Fan, Bruno Femenía Castellá, Letícia D. Ferreira, Greg Fitzgerald, Scott W. Fleming, Andreu Font-Ribera, Eric B. Ford, Peter M. Frinchaboy, A. E. García Pérez, B. Scott Gaudi, Jian Ge, Luan Ghezzi, Bruce Gillespie, G. Gilmore, L. Girardi, J. Richard Gott, Andrew Gould, E. K. Grebel, James E. Gunn, J.–Ch. Hamilton, Paul Harding, D. E. Harris, Suzanne L. Hawley, Frederick R. Hearty, Joseph F. Hennawi, J. I. Gónzalez Hernández, Shirley Ho, David W. Hogg, Jon A. Holtzman, Klaus Honscheid, Naohisa Inada, Inese I. Ivans, Linhua Jiang, Peng Jiang, Jennifer A. Johnson, C. Jordan, Wendell P. Jordan, Guinevere Kauffmann, Eyal Kazin, D. Kirkby, Mark A. Klaene, G. R. Knapp, Jean‐Paul Kneib, C. S. Kochanek and 144 more - The Astronomical Journal 2011 cited by 2,220
- The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: baryon acoustic oscillations in the Data Releases 10 and 11 Galaxy samples
Authors: Lauren Anderson, Éric Aubourg, S. Bailey, Florian Beutler, Vaishali Bhardwaj, Michael R. Blanton, A. Bolton, J. Brinkmann, Joel R. Brownstein, A. Burden, Chia-Hsun Chuang, Antonio J. Cuesta, Kyle Dawson, Daniel J. Eisenstein, S. Escoffier, James E. Gunn, Hong Guo, Shirley Ho, Klaus Honscheid, Cullan Howlett, D. Kirkby, Robert H. Lupton, Marc Manera, Claudia Maraston, Cameron K. McBride, Olga Mena, Francesco Montesano, Robert C. Nichol, Sebastián E. Nuza, Matthew D. Olmstead, Nikhil Padmanabhan, N. Palanque‐Delabrouille, John K. Parejko, Will J. Percival, Patrick Petitjean, Francisco Prada, Adrian M. Price-Whelan, Beth Reid, Natalie A. Roe, Ashley J. Ross, Nicholas P. Ross, Cristiano G. Sabiu, Shun Saito, Lado Samushia, Ariel G. Sánchez, David J. Schlegel, Donald P. Schneider, Claudia G. Scóccola, Hee‐Jong Seo, Ramin Skibba, Michael A. Strauss, Molly E. C. Swanson, D. Thomas, Jeremy L. Tinker, Rita Tojeiro, M. Vargas-Magaña, Licia Verde, David A. Wake, Benjamin A. Weaver, David H. Weinberg, Martin White, Xiaoying Xu, Christophe Yèche, Idit Zehavi, Gong‐Bo Zhao - Monthly Notices of the Royal Astronomical Society 2014 cited by 1,863
- Rediscovering orbital mechanics with machine learning
Authors: Pablo Lemos, Niall Jeffrey, Miles D. Cranmer, Shirley Ho, Peter W. Battaglia - Machine Learning Science and Technology, Mach. Learn. Sci. Technol. 2023 cited by 74
- Learning Symbolic Physics with Graph Networks
Authors: Miles D. Cranmer, Rui Xu, Peter W. Battaglia, Shirley Ho - arXiv (Cornell University), CoRR 2019 cited by 55
- SimBIG: mock challenge for a forward modeling approach to galaxy clustering
Authors: ChangHoon Hahn, Michael Eickenberg, Shirley Ho, Jiamin Hou, Pablo Lemos, Elena Massara, Chirag Modi, Azadeh Moradinezhad Dizgah, Bruno Régaldo-Saint Blancard, Muntazir Abidi - Journal of Cosmology and Astroparticle Physics 2023 cited by 31
- Cosmological implications of baryon acoustic oscillation measurements
Authors: É. Aubourg, S. Bailey, Julian Bautista, Florian Beutler, Vaishali Bhardwaj, Dmitry Bizyaev, Michael R. Blanton, Michael Blomqvist, A. Bolton, Jo Bovy, H. Brewington, J. Brinkmann, Joel R. Brownstein, A. Burden, Nicolás G. Busca, W. Carithers, Chia-Hsun Chuang, Johan Comparat, Rupert A. C. Croft, Antonio J. Cuesta, Kyle Dawson, Timothée Delubac, Daniel J. Eisenstein, Andreu Font-Ribera, Jian Ge, J.M. Le Goff, Satya Gontcho A Gontcho, J. Richard Gott, James E. Gunn, Hong Guo, Julien Guy, J.–Ch. Hamilton, Shirley Ho, Klaus Honscheid, Cullan Howlett, D. Kirkby, Francisco-Shu Kitaura, Jean‐Paul Kneib, Khee‐Gan Lee, Dan Long, Robert H. Lupton, M. Vargas-Magaña, Viktor Malanushenko, Elena Malanushenko, Marc Manera, Claudia Maraston, Daniel Margala, Cameron K. McBride, Jordi Miralda‐Escudé, Adam D. Myers, Robert C. Nichol, P. Noterdaeme, Sebastián E. Nuza, Matthew D. Olmstead, Daniel Oravetz, Isabelle Pâris, Nikhil Padmanabhan, N. Palanque‐Delabrouille, Kaike Pan, Marcos Pellejero-Ibáñez, Will J. Percival, Patrick Petitjean, Matthew M. Pieri, Francisco Prada, Beth Reid, James Rich, Natalie A. Roe, Ashley J. Ross, Nicholas P. Ross, Graziano Rossi, J. A. Rubiño-Martín, Ariel G. Sánchez, Lado Samushia, R. Génova-Santos, Claudia G. Scóccola, David J. Schlegel, Donald P. Schneider, Hee‐Jong Seo, Erin Sheldon, Audrey Simmons, Ramin Skibba, Anže Slosar, Michael A. Strauss, D. Thomas, Jeremy L. Tinker, Rita Tojeiro, J. Alberto Vázquez, Matteo Viel, David A. Wake, Benjamin A. Weaver, David H. Weinberg, W. M. Wood‐Vasey, Christophe Yèche, Idit Zehavi, Gong‐Bo Zhao - Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D, Particles, fields, gravitation, and cosmology 2015 cited by 742
- SDSS-III Baryon Oscillation Spectroscopic Survey Data Release 12: galaxy target selection and large-scale structure catalogues
Authors: Beth Reid, Shirley Ho, Nikhil Padmanabhan, Will J. Percival, Jeremy L. Tinker, Rita Tojeiro, Martin White, Daniel J. Eisenstein, Claudia Maraston, Ashley J. Ross, Ariel G. Sánchez, David J. Schlegel, E. S. Sheldon, Michael A. Strauss, D. Thomas, David A. Wake, Florian Beutler, Dmitry Bizyaev, A. Bolton, Joel R. Brownstein, Chia-Hsun Chuang, Kyle Dawson, Paul Harding, Francisco-Shu Kitaura, Alexie Leauthaud, Karen L. Masters, Cameron K. McBride, Surhud More, Matthew D. Olmstead, Daniel Oravetz, Sebastián E. Nuza, Kaike Pan, John K. Parejko, J. Pforr, Francisco Prada, Sergio Rodríguez-Torres, Salvador Salazar-Albornoz, Lado Samushia, Donald P. Schneider, Claudia G. Scóccola, Audrey Simmons, M. Vargas-Magaña - Monthly Notices of the Royal Astronomical Society 2015 cited by 487
- Field-level simulation-based inference of galaxy clustering with convolutional neural networks
Authors: Pablo Lemos, Liam Parker, ChangHoon Hahn, Shirley Ho, Michael Eickenberg, Jiamin Hou, Elena Massara, Chirag Modi, Azadeh Moradinezhad Dizgah, Bruno Régaldo-Saint Blancard, David N. Spergel - Physical review. D/Physical review. D. 2024 cited by 40
