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2010.05075
Cited By
Unsupervised Neural Networks for Quantum Eigenvalue Problems
10 October 2020
Henry Jin
M. Mattheakis
P. Protopapas
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Papers citing
"Unsupervised Neural Networks for Quantum Eigenvalue Problems"
11 / 11 papers shown
Title
Operator SVD with Neural Networks via Nested Low-Rank Approximation
J. Jon Ryu
Xiangxiang Xu
H. Erol
Yuheng Bu
Lizhong Zheng
G. Wornell
85
0
0
06 Feb 2024
On the uncertainty analysis of the data-enabled physics-informed neural network for solving neutron diffusion eigenvalue problem
Yu Yang
Helin Gong
Qihong Yang
Yangtao Deng
Qiaolin He
Shiquan Zhang
DiffM
87
12
0
15 Mar 2023
First principles physics-informed neural network for quantum wavefunctions and eigenvalue surfaces
M. Mattheakis
G. R. Schleder
Daniel T. Larson
E. Kaxiras
50
3
0
08 Nov 2022
Transfer Learning with Physics-Informed Neural Networks for Efficient Simulation of Branched Flows
Raphael Pellegrin
Blake Bullwinkel
M. Mattheakis
P. Protopapas
PINN
AI4CE
68
9
0
01 Nov 2022
Physics-Informed Neural Networks for Quantum Eigenvalue Problems
Henry Jin
M. Mattheakis
P. Protopapas
46
35
0
24 Feb 2022
Interpolating between BSDEs and PINNs: deep learning for elliptic and parabolic boundary value problems
Nikolas Nusken
Lorenz Richter
PINN
DiffM
103
30
0
07 Dec 2021
Adversarial Sampling for Solving Differential Equations with Neural Networks
Kshitij Parwani
P. Protopapas
49
2
0
20 Nov 2021
Learning Size and Shape of Calabi-Yau Spaces
Magdalena Larfors
A. Lukas
Fabian Ruehle
Robin Schneider
41
43
0
02 Nov 2021
Unsupervised Reservoir Computing for Solving Ordinary Differential Equations
M. Mattheakis
H. Joy
P. Protopapas
58
13
0
25 Aug 2021
A Swarm Variant for the Schrödinger Solver
U. Jivani
Omatharv Bharat Vaidya
Anwesh Bhattacharya
Snehanshu Saha
34
2
0
10 Apr 2021
A New Artificial Neuron Proposal with Trainable Simultaneous Local and Global Activation Function
T. Ferreira
M. Mattheakis
P. Protopapas
28
1
0
15 Jan 2021
1