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Papers共 12 篇Author StatisticsCo-AuthorSimilar Experts

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SimBIG: Cosmological Constraints using Simulation-Based Inference of Galaxy Clustering with Marked Power Spectra

Elena Massara,ChangHoon Hahn, Michael Eickenberg,Shirley Ho,Jiamin Hou,Pablo Lemos,Chirag Modi,Azadeh Moradinezhad Dizgah,Liam Parker,Bruno Régaldo-Saint Blancard

arxiv（2024）

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Contextual Counting: A Mechanistic Study of Transformers on a Quantitative Task

Siavash Golkar,Alberto Bietti, Mariel Pettee, Michael Eickenberg,Miles Cranmer, Keiya Hirashima, Geraud Krawezik, Nicholas Lourie, Michael McCabe, Rudy Morel,Ruben Ohana,Liam Holden Parker,

arxiv（2024）

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S IMBIG: Cosmological Constraints from the Redshift-Space Galaxy Skew Spectra

Jiamin Hou,Azadeh Moradinezhad Dizgah,ChangHoon Hahn, Michael Eickenberg,Shirley Ho,Pablo Lemos,Elena Massara,Chirag Modi,Liam Parker,Bruno Régaldo-Saint Blancard

Physical Review Dno. 10 (2024)

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Field-level simulation-based inference of galaxy clustering with convolutional neural networks

Pablo Lemos,Liam Parker,ChangHoon Hahn,Shirley Ho, Michael Eickenberg,Jiamin Hou,Elena Massara,Chirag Modi,Azadeh Moradinezhad Dizgah,Bruno Régaldo-Saint Blancard,David Spergel

Physical Review Dno. 8 (2024)

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Galaxy clustering analysis with SimBIG and the wavelet scattering transform

Bruno Régaldo-Saint Blancard,ChangHoon Hahn,Shirley Ho,Jiamin Hou,Pablo Lemos,Elena Massara,Chirag Modi,Azadeh Moradinezhad Dizgah,Liam Parker,Yuling Yao, Michael Eickenberg

Physical Review Dno. 8 (2024)

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Multiple Physics Pretraining for Physical Surrogate Models

Michael McCabe,Bruno Régaldo-Saint Blancard,Liam Holden Parker,Ruben Ohana,Miles Cranmer,Alberto Bietti, Michael Eickenberg,Siavash Golkar, Geraud Krawezik,Francois Lanusse,Mariel Pettee,Tiberiu Tesileanu,

CoRR (2023)

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SimBIG: Field-level Simulation-Based Inference of Galaxy Clustering

Pablo Lemos,Liam Parker,ChangHoon Hahn,Shirley Ho, Michael Eickenberg,Jiamin Hou,Elena Massara,Chirag Modi,Azadeh Moradinezhad Dizgah,Bruno Regaldo-Saint Blancard,David Spergel

CoRR (2023)

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Neural Collapse in the Intermediate Hidden Layers of Classification Neural Networks

Liam Parker, Emre Onal,Anton Stengel, Jake Intrater

CoRR (2023)

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${\rm S{\scriptsize IM}BIG}$: The First Cosmological Constraints from Non-Gaussian and Non-Linear Galaxy Clustering

ChangHoon Hahn,Pablo Lemos,Liam Parker,Bruno Régaldo-Saint Blancard, Michael Eickenberg,Shirley Ho,Jiamin Hou,Elena Massara,Chirag Modi,Azadeh Moradinezhad Dizgah,David Spergel

arXiv (Cornell University) (2023)

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xVal: A Continuous Number Encoding for Large Language Models

Siavash Golkar,Mariel Pettee, Michael Eickenberg,Alberto Bietti,Miles Cranmer, Geraud Krawezik,Francois Lanusse, Michael McCabe,Ruben Ohana,Liam Parker,Bruno Régaldo-Saint Blancard,Tiberiu Tesileanu,

CoRR (2023)

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