Search Results for author: Bram Daniels

Found 2 papers, 1 papers with code

Neural oscillators for magnetic hysteresis modeling

no code implementations23 Aug 2023 Abhishek Chandra, Taniya Kapoor, Bram Daniels, Mitrofan Curti, Koen Tiels, Daniel M. Tartakovsky, Elena A. Lomonova

Hysteresis is a ubiquitous phenomenon in science and engineering; its modeling and identification are crucial for understanding and optimizing the behavior of various systems.

Discovery of sparse hysteresis models for piezoelectric materials

1 code implementation10 Feb 2023 Abhishek Chandra, Bram Daniels, Mitrofan Curti, Koen Tiels, Elena A. Lomonova, Daniel M. Tartakovsky

This article presents an approach for modelling hysteresis in piezoelectric materials, that leverages recent advancements in machine learning, particularly in sparse-regression techniques.

regression

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