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researcher

J. V. Aguado

3 papers hereh-index 191.5k citations53 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • math.NA3

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedResidual-based adaptivity for two-phase flow simulation in porous media using Physics-informed Neural Networks

124 citations · 124 across the 3 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

math.NA2023

Sensitivity analysis using Physics-informed neural networks

John M. Hanna, José V. Aguado, Sebastien Comas-Cardona +2

The goal of this paper is to provide a simple approach to perform local sensitivity analysis using Physics-informed neural networks (PINN). The main idea lies in adding a new term…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.