JOURNAL ARTICLE

Stochastic physics-informed neural ordinary differential equations

Jared O’LearyJoel A. PaulsonAli Mesbah

Year: 2022 Journal:   Journal of Computational Physics Vol: 468 Pages: 111466-111466   Publisher: Elsevier BV
Keywords:
Ordinary differential equation Stochastic differential equation Artificial neural network Ode Dynamical systems theory Automatic differentiation Stochastic gradient descent Stochastic neural network Statistical physics Computer science Nonlinear system Stochastic process Applied mathematics Artificial intelligence Differential equation Mathematics Algorithm Recurrent neural network Physics Mathematical analysis

Metrics

46
Cited By
23.59
FWCI (Field Weighted Citation Impact)
91
Refs
0.97
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Model Reduction and Neural Networks
Physical Sciences →  Physics and Astronomy →  Statistical and Nonlinear Physics
Neural Networks and Applications
Physical Sciences →  Computer Science →  Artificial Intelligence
Probabilistic and Robust Engineering Design
Social Sciences →  Decision Sciences →  Statistics, Probability and Uncertainty

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