Aug, 2022
基于量子启发式张量神经网络求解偏微分方程
Quantum-Inspired Tensor Neural Networks for Partial Differential Equations
Raj Patel, Chia-Wei Hsing, Serkan Sahin, Saeed S. Jahromi, Samuel Palmer...
TL;DR本文介绍了如何通过 Tensor Neural Networks 来解决 Partial Differential Equations 的问题,实现了与 Deep Neural Network 同样精度的情况下更小的参数及更快的训练速度,并以 Black-Scholes-Barenblatt equation 模型为例进行了测试验证。