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Physics-Augmented Learning: A New Paradigm Beyond Physics-Informed
  Learning

Physics-Augmented Learning: A New Paradigm Beyond Physics-Informed Learning

28 September 2021
Ziming Liu
Yunyue Chen
Yuanqi Du
Max Tegmark
    PINN
    AI4CE
ArXivPDFHTML

Papers citing "Physics-Augmented Learning: A New Paradigm Beyond Physics-Informed Learning"

5 / 5 papers shown
Title
Data Science and Machine Learning in Education
Data Science and Machine Learning in Education
G. Benelli
Thomas Y. Chen
Javier Mauricio Duarte
Matthew Feickert
Matthew Graham
...
K. Terao
S. Thais
A. Roy
J. Vlimant
G. Chachamis
AI4CE
15
5
0
19 Jul 2022
AI Poincaré 2.0: Machine Learning Conservation Laws from
  Differential Equations
AI Poincaré 2.0: Machine Learning Conservation Laws from Differential Equations
Ziming Liu
Varun Madhavan
M. Tegmark
PINN
22
27
0
23 Mar 2022
Disentangled Spatiotemporal Graph Generative Models
Disentangled Spatiotemporal Graph Generative Models
Yuanqi Du
Xiaojie Guo
Hengning Cao
Yanfang Ye
Liang Zhao
8
20
0
28 Feb 2022
Machine-learning hidden symmetries
Machine-learning hidden symmetries
Ziming Liu
Max Tegmark
40
52
0
20 Sep 2021
Lagrangian Neural Networks
Lagrangian Neural Networks
M. Cranmer
S. Greydanus
Stephan Hoyer
Peter W. Battaglia
D. Spergel
S. Ho
PINN
121
364
0
10 Mar 2020
1