Supplementary Material for: Benchmarking Physics-Informed Neural Networks Against Boundary Element Methods for Wave Scattering: Accuracy–Efficiency Trade-offs

This supplementary material provides additional methodological details supporting the analyses presented in the main manuscript.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-20
DOI
https://doi.org/10.5281/zenodo.19673753
Primary Topic
Model Reduction and Neural Networks
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Supplementary Material for: Benchmarking Physics-Informed Neural Networks Against Boundary Element Methods for Wave Scattering: Accuracy–Efficiency Trade-offs

Gregorio Pérez-Bernal, Nicolás Guarín-Zapata, Oscar A. Rincón, Silvana Montoya-Noguera
Zenodo (CERN European Organization for Nuclear Research)
Model Reduction and Neural Networks
article

Supplementary Material for: Benchmarking Physics-Informed Neural Networks Against Boundary Element Methods for Wave Scattering: Accuracy–Efficiency Trade-offs

Gregorio Pérez-Bernal, Nicolás Guarín-Zapata, Oscar A. Rincón, Silvana Montoya-Noguera
article en

Abstract

This supplementary material provides additional methodological details supporting the analyses presented in the main manuscript.

Zenodo (CERN European Organization for Nuclear Research)
Universidad EAFIT (CO)
Openalex Percentile: Top 6%
Model Reduction and Neural Networks
DOIOpen Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Supplementary Material for: Benchmarking Physics-Informed Neural Networks Against Boundary Element Methods for Wave Scattering: Accuracy–Efficiency Trade-offs — Gregorio Pérez-Bernal, Nicolás Guarín-Zapata, et al. · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS