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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

14 April 2022
Nicholus R. Clinkinbeard
Nicole N. Hashemi
    PINN
    AI4CE
ArXivPDFHTML

Papers citing "Supplementation of deep neural networks with simplified physics-based features to increase model prediction accuracy"

2 / 2 papers shown
Title
Physics guided machine learning using simplified theories
Physics guided machine learning using simplified theories
Suraj Pawar
Omer San
Burak Aksoylu
Adil Rasheed
T. Kvamsdal
PINN
AI4CE
92
87
0
18 Dec 2020
Integrating Scientific Knowledge with Machine Learning for Engineering
  and Environmental Systems
Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems
J. Willard
X. Jia
Shaoming Xu
M. Steinbach
Vipin Kumar
AI4CE
80
285
0
10 Mar 2020
1