Physics-Informed Neural Networks for Quantum Eigenvalue Problems

24 February 2022

Papers citing "Physics-Informed Neural Networks for Quantum Eigenvalue Problems"

10 / 10 papers shown

Title
MixFunn: A Neural Network for Differential Equations with Improved Generalization and Interpretability T. S. Farias Gubio Gomes de Lima Jonas Maziero Celso Jorge Villas-Boas AI4CE 44 0 0 28 Mar 2025
Exact and approximate error bounds for physics-informed neural networks Augusto T. Chantada Pavlos Protopapas Luca Gomez Bachar Susana J. Landau Claudia G. Scóccola PINN 64 0 0 21 Nov 2024
Sinc Kolmogorov-Arnold Network and Its Applications on Physics-informed Neural Networks Tianchi Yu Jingwei Qiu Jiang Yang Ivan Oseledets 40 2 0 05 Oct 2024
Adaptive Training of Grid-Dependent Physics-Informed Kolmogorov-Arnold Networks Spyros Rigas M. Papachristou Theofilos Papadopoulos Fotios Anagnostopoulos Georgios Alexandridis AI4CE 34 21 0 24 Jul 2024
Operator SVD with Neural Networks via Nested Low-Rank Approximation Jeonghun Ryu Xiangxiang Xu H. Erol Yuheng Bu Lizhong Zheng G. Wornell 29 0 0 06 Feb 2024
Robust Physics Informed Neural Networks Marcin Lo's Maciej Paszyñski PINN 21 0 0 04 Jan 2024
Physics-Informed Neural Networks for Discovering Localised Eigenstates in Disordered Media Liam Harcombe Quanling Deng 29 6 0 11 May 2023
Application of machine learning regression models to inverse eigenvalue problems Nikolaos Pallikarakis Andreas Ntargaras 17 8 0 08 Dec 2022
First principles physics-informed neural network for quantum wavefunctions and eigenvalue surfaces M. Mattheakis G. R. Schleder Daniel T. Larson E. Kaxiras 39 3 0 08 Nov 2022
Neural Networks Based on Power Method and Inverse Power Method for Solving Linear Eigenvalue Problems Qihong Yang Yangtao Deng Yu Yang Qiaolin He Shiquan Zhang 24 13 0 22 Sep 2022