Deep Conservation: A Latent-Dynamics Model for Exact Satisfaction of Physical Conservation Laws [Poster]
- Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
- Univ. of Washington, Seattle, WA (United States)
Learning a latent-dynamics model for complex real-world physical processes is indispensable. Most previous latent-dynamics modeling approaches suffer from the violation of important physical properties such as conservation.
- Research Organization:
- Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)
- Sponsoring Organization:
- USDOE National Nuclear Security Administration (NNSA)
- DOE Contract Number:
- NA0003525
- OSTI ID:
- 1848048
- Report Number(s):
- SAND2021-1605C; 694312
- Country of Publication:
- United States
- Language:
- English
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