Work

Performance Increases in Physics-Informed Machine Learning using Hypercomplex-based Automatic Differentiation (HYPAD)

Year: 2026

Type: article

Source: ACM Transactions on Mathematical Software

DOI: 10.1145/3858612

Authors: Samuel Roberts, Mauricio Aristizabal, Harry Millwater

Institutions: The University of Texas at San Antonio, St. Mary's University, Texas

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: closed

OpenAlex ID: W7222552598

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Cites: 42

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