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2104.06010
Cited By
Finite Volume Neural Network: Modeling Subsurface Contaminant Transport
13 April 2021
T. Praditia
Matthias Karlbauer
S. Otte
S. Oladyshkin
Martin Volker Butz
Wolfgang Nowak
AI4CE
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Papers citing
"Finite Volume Neural Network: Modeling Subsurface Contaminant Transport"
7 / 7 papers shown
Title
Automatic Differentiation is Essential in Training Neural Networks for Solving Differential Equations
Chuqi Chen
Yahong Yang
Yang Xiang
Wenrui Hao
83
3
0
23 May 2024
GrINd: Grid Interpolation Network for Scattered Observations
Andrzej Dulny
Paul Heinisch
Andreas Hotho
Anna Krause
58
1
0
28 Mar 2024
On the Relationships between Graph Neural Networks for the Simulation of Physical Systems and Classical Numerical Methods
Artur Toshev
Ludger Paehler
A. Panizza
Nikolaus A. Adams
AI4CE
PINN
79
5
0
31 Mar 2023
Clifford Neural Layers for PDE Modeling
Johannes Brandstetter
Rianne van den Berg
Max Welling
Jayesh K. Gupta
AI4CE
129
90
0
08 Sep 2022
Composing Partial Differential Equations with Physics-Aware Neural Networks
Matthias Karlbauer
T. Praditia
S. Otte
S. Oladyshkin
Wolfgang Nowak
Martin Volker Butz
AI4CE
92
20
0
23 Nov 2021
NeuralPDE: Modelling Dynamical Systems from Data
Andrzej Dulny
Andreas Hotho
Anna Krause
AI4CE
57
11
0
15 Nov 2021
Deep Learning of Subsurface Flow via Theory-guided Neural Network
Nanzhe Wang
Dongxiao Zhang
Haibin Chang
Heng Li
AI4CE
110
235
0
24 Oct 2019
1