Neural Oscillators are Universal

15 May 2023

Papers citing "Neural Oscillators are Universal"

10 / 10 papers shown

Title
Oscillatory State-Space Models T. Konstantin Rusch Daniela Rus AI4TS 58 4 0 04 Oct 2024
Mixture of Experts Soften the Curse of Dimensionality in Operator Learning Anastasis Kratsios Takashi Furuya Jose Antonio Lara Benitez Matti Lassas Maarten V. de Hoop 34 13 0 13 Apr 2024
MODNO: Multi Operator Learning With Distributed Neural Operators Zecheng Zhang 35 6 0 03 Apr 2024
Systematic construction of continuous-time neural networks for linear dynamical systems Chinmay Datar Adwait Datar Felix Dietrich W. Schilders AI4TS 28 1 0 24 Mar 2024
Operator Learning: Algorithms and Analysis Nikola B. Kovachki S. Lanthaler Andrew M. Stuart 36 22 0 24 Feb 2024
Neural oscillators for magnetic hysteresis modeling Abhishek Chandra Taniya Kapoor B. Daniels M. Curti K. Tiels D. Tartakovsky E. Lomonova 19 2 0 23 Aug 2023
Neural oscillators for generalization of physics-informed machine learning Taniya Kapoor Abhishek Chandra D. Tartakovsky Hongrui Wang Alfredo Núñez R. Dollevoet AI4CE 13 10 0 17 Aug 2023
Oscillatory Fourier Neural Network: A Compact and Efficient Architecture for Sequential Processing Bing Han Cheng Wang Kaushik Roy 26 7 0 14 Sep 2021
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 172 1,095 0 27 Apr 2021
Deep physical neural networks enabled by a backpropagation algorithm for arbitrary physical systems Logan G. Wright Tatsuhiro Onodera Martin M. Stein Tianyu Wang Darren T. Schachter Zoey Hu Peter L. McMahon PINN AI4CE 30 457 0 27 Apr 2021