most citedSimple Feedfoward Neural Networks are Almost All You Need for Time Series Forecasting

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physics.comp-ph2024

PIC2O-Sim: A Physics-Inspired Causality-Aware Dynamic Convolutional Neural Operator for Ultra-Fast Photonic Device FDTD Simulation

Pingchuan Ma, Haoyu Yang, Zhengqi Gao +2

The finite-difference time-domain (FDTD) method, which is important in photonic hardware design flow, is widely adopted to solve time-domain Maxwell equations. However, FDTD is kno…