nids

NIDS: Non-linear Independent Dual System

Introduction

This repository provides scripts related to the manuscript: "Non-linear Independent Dual System (NIDS) for Discretization-Independent Surrogate Modeling over Complex Geometries," which may be found at https://arxiv.org/abs/2109.07018. This repository is still preliminary and will be improved over time.

Contents

It should contain the following files:

---

nids
├── network_util.py        
├── nids_helper.py      
├── nids_networks.py  
├── poisson_train.py         
├── run_poisson.py      
├── util.py       
└── README.md

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Functionality

File	Description

Data files

File	Description