Author

Benjamin J. Thomas

The University of Texas at AustinORCID 0000-0002-2599-4334Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

Michael S. SacksiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

BioengineeringbioRxivPreprintJul 28, 2026

CARDIAX-NNFE - A Cardiac Mechanics SciML Framework

Benjamin J. Thomas, Michael S. Sacks

The paper introduces CARDIAX-NNFE, a cardiac mechanics SciML framework that uses neural networks to simulate cardiac function with high accuracy and speed.

DOI 10.64898/2026.07.27.741090

deep learningstatistical model

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