Efficient Adaptive Latin Hypercube Sampling (ALHS) Optimization for Physics-Informed Neural Networks (PINNs): Evidence of Physics Accuracy Superiority on 1D+t Convection-Diffusion Problems

Zenodo (CERN European Organization for Nuclear Research) 2026 Book Open access

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Authors: Wahyu Hardyanto, Siti Wahyuni, Joko Saefan
DOI: 10.5281/zenodo.18503065
Cited by: 0

Abstract

This repository contains the source code (.ipynb) uploaded to GitHub.

Fields of Study & Subjects

Model Reduction and Neural Networks Advanced Multi-Objective Optimization Algorithms Neural Networks and Applications

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
6 January 2026
Document type
Book