TT-PINN: A Tensor-Compressed Neural PDE Solver for Edge Computing

4 July 2022

Papers citing "TT-PINN: A Tensor-Compressed Neural PDE Solver for Edge Computing"

6 / 6 papers shown

Title
Experimental Demonstration of an Optical Neural PDE Solver via On-Chip PINN Training Yequan Zhao Xian Xiao Antoine Descos Yuan Yuan Xinling Yu G. Kurczveil M. Fiorentino Zheng-Wei Zhang R. Beausoleil 34 0 0 03 Jan 2025
Separable Operator Networks Xinling Yu S. Hooten Z. Liu Yequan Zhao M. Fiorentino T. Van Vaerenbergh Zheng-Wei Zhang 51 4 0 15 Jul 2024
Real-Time FJ/MAC PDE Solvers via Tensorized, Back-Propagation-Free Optical PINN Training Yequan Zhao Xianwei Xiao Xinling Yu Z. Liu Zhixiong Chen G. Kurczveil R. Beausoleil Zheng-Wei Zhang 38 4 0 31 Dec 2023
Quantization-Aware and Tensor-Compressed Training of Transformers for Natural Language Understanding Ziao Yang Samridhi Choudhary Siegfried Kunzmann Zheng-Wei Zhang MQ 19 2 0 01 Jun 2023
PIFON-EPT: MR-Based Electrical Property Tomography Using Physics-Informed Fourier Networks Xinling Yu José E. C. Serrallés Ilias I. Giannakopoulos Z. Liu Luca Daniel R. Lattanzi Zheng-Wei Zhang 27 10 0 23 Feb 2023
Physics-informed neural networks with hard constraints for inverse design Lu Lu R. Pestourie Wenjie Yao Zhicheng Wang F. Verdugo Steven G. Johnson PINN 44 494 0 09 Feb 2021