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Hanxun Jin
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 4
Top Topics
Recent Advances
Mechanical Design
Neural Network
Deep Learning
Top Venues
CoRR
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Publications
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Siyuan Song
,
Hanxun Jin
Identifying Constitutive Parameters for Complex Hyperelastic Solids using Physics-Informed Neural Networks.
CoRR
(2023)
Hanxun Jin
,
Enrui Zhang
,
Boyu Zhang
,
Sridhar Krishnaswamy
,
George Em Karniadakis
,
Horacio D. Espinosa
Mechanical Characterization and Inverse Design of Stochastic Architected Metamaterials Using Neural Operators.
CoRR
(2023)
Hanxun Jin
,
Enrui Zhang
,
Horacio D. Espinosa
Recent Advances and Applications of Machine Learning in Experimental Solid Mechanics: A Review.
CoRR
(2023)
Hanxun Jin
,
Rodney J. Clifton
,
Kyung-Suk Kim
Dynamic fracture of a bicontinuously nanostructured copolymer: A deep learning analysis of big-data-generating experiment.
CoRR
(2021)