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20222026
most citedA Framework Based on Symbolic Regression Coupled with eXtended Physics-Informed Neural Networks for Gray-Box Learning of Equations of Motion from Data

34 citations · 88 across the 11 of their papers we have counts for

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cs.CE2022★ 32 cited

Machine Learning-Driven Process of Alumina Ceramics Laser Machining

Razyeh Behbahani, Hamidreza Yazdani Sarvestani, Erfan Fatehi +4

Laser machining is a highly flexible non-contact manufacturing technique that has been employed widely across academia and industry. Due to nonlinear interactions between light and…

physics.comp-ph2022★ 16 cited

Machine learning based data-driven discovery of nonlinear phase-field dynamics

Elham Kiyani, Steven Silber, Mahdi Kooshkbaghi +1

One of the main questions regarding complex systems at large scales concerns the effective interactions and driving forces that emerge from the detailed microscopic properties. Coa…