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Journal Articles

Modeling Atomistic Dynamic Fracture Mechanisms Using a Progressive Transformer Diffusion Model

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Markus J. Buehler
Journal: Journal of Applied Mechanics
Publisher: ASME
Article Type: Research Papers
J. Appl. Mech. December 2022, 89(12): 121009.
Paper No: JAM-22-1281
https://doi.org/10.1115/1.4055730
Published Online: October 6, 2022
... for publication in the J ournal of A pplied M echanics . 23 08 2022 20 09 2022 20 09 2022 06 10 2022 fracture dynamics mechanics deep learning attention models progressive diffusion models transformer language models computational mechanics constitutive modeling...
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Topics: Artificial neural networks, Diffusion (Physics), Dynamics (Mechanics), Fracture (Materials), Fracture (Process), Modeling, Molecular dynamics simulation, Potential energy, Simulation
Includes: Supplementary data