Abstract: The problem of solving linear equations is considered as one of the fundamental problems commonly encountered in science and engineering. In this article, the complex-valued time-varying ...
Abstract: In the study of subsurface seismic imaging, solving the acoustic wave equation is a pivotal component in existing models. The advancement of deep learning (DL) enables solving partial ...
This repository is an home-made project to implement finite element method applied to heat equation. The pdf file summarize the mathematical aspect behind technical implementation. For now, only ...
This is the official implementation of the paper "Neural Krylov Iteration for Accelerating Linear System Solving" in NeurIPS 2024.
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