Flow Map Learning for Unknown Dynamical Systems: Overview, Implementation, and Benchmarks

20 July 2023

Papers citing "Flow Map Learning for Unknown Dynamical Systems: Overview, Implementation, and Benchmarks"

6 / 6 papers shown

Title
DUE: A Deep Learning Framework and Library for Modeling Unknown Equations Junfeng Chen Kailiang Wu D. Xiu 22 0 0 14 Apr 2025
Entropy stable conservative flux form neural networks Lizuo Liu Tongtong Li Anne Gelb Yoonsang Lee 34 0 0 04 Nov 2024
Data-driven Effective Modeling of Multiscale Stochastic Dynamical Systems Yuán Chen Dongbin Xiu 31 0 0 27 Aug 2024
Positional Knowledge is All You Need: Position-induced Transformer (PiT) for Operator Learning Junfeng Chen Kailiang Wu 37 3 0 15 May 2024
Deep-OSG: Deep Learning of Operators in Semigroup Junfeng Chen Kailiang Wu AI4TS 15 6 0 07 Feb 2023
Deep Learning of Chaotic Systems from Partially-Observed Data V. Churchill D. Xiu 34 12 0 12 May 2022