Junyan He

Novel DeepONet architecture to predict stresses in elastoplastic structures with variable complex geometries and loads

Junyan He, Seid Korić, Shashank Kushwaha et al. · Computer Methods in Applied Mechanics and Engineering · 2023 · 114 citations

Engineering, Computational Engineering, Finite Element Analysis +15

Sequential Deep Operator Networks (S-DeepONet) for predicting full-field solutions under time-dependent loads

Junyan He, Shashank Kushwaha, Jaewan Park et al. · Engineering Applications of Artificial Intelligence · 2023 · 108 citations

Computing, Computer Science, Electrical Engineering +9

A deep learning energy-based method for classical elastoplasticity

Junyan He, Diab Abueidda, Rashid K. Abu Al‐Rub et al. · International Journal of Plasticity · 2023 · 80 citations

Natural Sciences, Computational Engineering, Physics +14

Geom-DeepONet: A point-cloud-based deep operator network for field predictions on 3D parameterized geometries

Junyan He, Seid Korić, Diab Abueidda et al. · Computer Methods in Applied Mechanics and Engineering · 2024 · 79 citations · Full text

Computing, Computational Engineering, Computer Science +15

Deep energy method in topology optimization applications

Junyan He, Charul Chadha, Shashank Kushwaha et al. · Acta Mechanica · 2022 · 56 citations · Full text

Natural Sciences, Computational Engineering, Design Optimization +10