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09/27/2022
Evolution TANN and the identification of internal variables and evolution equations in solid mechanics
Data-driven and deep learning approaches have demonstrated to have the p...
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08/30/2021
Thermodynamics-based Artificial Neural Networks (TANN) for multiscale modeling of materials with inelastic microstructure
The mechanical behavior of inelastic materials with microstructure is ve...
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04/27/2021
Controlling earthquake-like instabilities using artificial intelligence
Earthquakes are lethal and costly. This study aims at avoiding these cat...
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12/17/2020
Scaling laws for the rigid-body response of masonry structures under blast loads
The response of masonry structures to explosions can be hardly investiga...
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05/25/2020