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Physics guided machine learning using simplified theories

Physics guided machine learning using simplified theories

18 December 2020
Suraj Pawar
Omer San
Burak Aksoylu
Adil Rasheed
T. Kvamsdal
    PINN
    AI4CE
ArXivPDFHTML

Papers citing "Physics guided machine learning using simplified theories"

2 / 2 papers shown
Title
Supplementation of deep neural networks with simplified physics-based
  features to increase model prediction accuracy
Supplementation of deep neural networks with simplified physics-based features to increase model prediction accuracy
Nicholus R. Clinkinbeard
Nicole N. Hashemi
PINN
AI4CE
20
0
0
14 Apr 2022
Simple and Scalable Predictive Uncertainty Estimation using Deep
  Ensembles
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
268
5,635
0
05 Dec 2016
1