Peter W. Battaglia

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Miles D. Cranmer

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Publications

2023
[j7]
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  - journals/mlst/LemosJCHB23
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Pablo Lemos, Niall Jeffrey, Miles D. Cranmer, Shirley Ho, Peter W. Battaglia:
Rediscovering orbital mechanics with machine learning. Mach. Learn. Sci. Technol. 4(4): 45002 (2023)
2022
[c36]
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  - conf/iclr/StachenfeldFKCP22
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Kimberly L. Stachenfeld, Drummond Buschman Fielding, Dmitrii Kochkov, Miles D. Cranmer, Tobias Pfaff, Jonathan Godwin, Can Cui, Shirley Ho, Peter W. Battaglia, Alvaro Sanchez-Gonzalez:
Learned Simulators for Turbulence. ICLR 2022
[i48]
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  - journals/corr/abs-2202-02306
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Pablo Lemos, Niall Jeffrey, Miles D. Cranmer, Shirley Ho, Peter W. Battaglia:
Rediscovering orbital mechanics with machine learning. CoRR abs/2202.02306 (2022)
2021
[i39]
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  - journals/corr/abs-2101-04117
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Miles D. Cranmer, Daniel Tamayo, Hanno Rein, Peter W. Battaglia, Samuel Hadden, Philip J. Armitage, Shirley Ho, David N. Spergel:
A Bayesian neural network predicts the dissolution of compact planetary systems. CoRR abs/2101.04117 (2021)
[i32]
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  - journals/corr/abs-2112-15275
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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:
Learned Coarse Models for Efficient Turbulence Simulation. CoRR abs/2112.15275 (2021)
2020
[c27]
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  - conf/nips/CranmerSBXCSH20
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Miles D. Cranmer, Alvaro Sanchez-Gonzalez, Peter W. Battaglia, Rui Xu, Kyle Cranmer, David N. Spergel, Shirley Ho:
Discovering Symbolic Models from Deep Learning with Inductive Biases. NeurIPS 2020
[i29]
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  - journals/corr/abs-2003-04630
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Miles D. Cranmer, Sam Greydanus, Stephan Hoyer, Peter W. Battaglia, David N. Spergel, Shirley Ho:
Lagrangian Neural Networks. CoRR abs/2003.04630 (2020)
[i28]
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  - journals/corr/abs-2006-11287
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Miles D. Cranmer, Alvaro Sanchez-Gonzalez, Peter W. Battaglia, Rui Xu, Kyle Cranmer, David N. Spergel, Shirley Ho:
Discovering Symbolic Models from Deep Learning with Inductive Biases. CoRR abs/2006.11287 (2020)
2019
[i24]
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  - journals/corr/abs-1909-05862
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Miles D. Cranmer, Rui Xu, Peter W. Battaglia, Shirley Ho:
Learning Symbolic Physics with Graph Networks. CoRR abs/1909.05862 (2019)

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