Showing 1–11 of 11 results
/ Date/ Name
Sep 2, 2020Physics-Informed Neural Networks for Nonhomogeneous Material Identification in Elasticity ImagingAug 21, 2022G2Φnet: Relating Genotype and Biomechanical Phenotype of Tissues with Deep LearningAug 28, 2022Blending Neural Operators and Relaxation Methods in PDE Numerical SolversMay 4, 2023A Generative Modeling Framework for Inferring Families of Biomechanical Constitutive Laws in Data-Sparse RegimesMar 14, 2023Recent Advances and Applications of Machine Learning in Experimental Solid Mechanics: A ReviewFeb 25, 2022Interfacing Finite Elements with Deep Neural Operators for Fast Multiscale Modeling of Mechanics ProblemsAug 25, 2021Simulating progressive intramural damage leading to aortic dissection using an operator-regression neural networkNov 23, 2023Mechanical Characterization and Inverse Design of Stochastic Architected Metamaterials Using Neural OperatorsApr 2, 2025On the $W$-entropy and Shannon entropy power on RCD$(K, N)$ and RCD$(K, n, N)$ spacesFeb 27, 2021Strong bulk-surface interaction dominated in-plane anisotropy of electronic structure in GaTeOct 31, 2022On the Geometry Transferability of the Hybrid Iterative Numerical Solver for Differential Equations