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07/18/2023
Characterization of partial wetting by CMAS droplets using multiphase many-body dissipative particle dynamics and data-driven discovery based on PINNs
The molten sand, a mixture of calcia, magnesia, alumina, and silicate, k...
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05/19/2023
Designing architectured ceramics for transient thermal applications using finite element and deep learning
Topologically interlocking architectures can generate tough ceramics wit...
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05/18/2023
A Framework Based on Symbolic Regression Coupled with eXtended Physics-Informed Neural Networks for Gray-Box Learning of Equations of Motion from Data
We propose a framework and an algorithm to uncover the unknown parts of ...
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06/13/2022
