| Novel DeepONet architecture to predict stresses in elastoplastic structures with variable complex geometries and loads J He, S Koric, S Kushwaha, J Park, D Abueidda, I Jasiuk Computer Methods in Applied Mechanics and Engineering 415 (116277), ISSN …, 2023 | 69 | 2023 |
| Sequential deep operator networks (s-deeponet) for predicting full-field solutions under time-dependent loads J He, S Kushwaha, J Park, S Koric, D Abueidda, I Jasiuk Engineering Applications of Artificial Intelligence 127, 107258, 2024 | 48 | 2024 |
| A deep learning energy-based method for classical elastoplasticity J He, D Abueidda, RA Al-Rub, S Koric, I Jasiuk International Journal of Plasticity 162, 103531, 2023 | 46 | 2023 |
| Deep energy method in topology optimization applications J He, C Chadha, S Kushwaha, S Koric, D Abueidda, I Jasiuk Acta Mechanica 234 (4), 1365-1379, 2023 | 35 | 2023 |
| On the use of graph neural networks and shape‐function‐based gradient computation in the deep energy method J He, D Abueidda, S Koric, I Jasiuk International Journal for Numerical Methods in Engineering 124 (4), 864-879, 2023 | 33 | 2023 |
| Exploring the structure-property relations of thin-walled, 2D extruded lattices using neural networks J He, S Kushwaha, D Abueidda, I Jasiuk Computers & Structures 277, 106940, 2023 | 24 | 2023 |
| Geom-deeponet: A point-cloud-based deep operator network for field predictions on 3d parameterized geometries J He, S Koric, D Abueidda, A Najafi, I Jasiuk Computer Methods in Applied Mechanics and Engineering 429 (117130), 2024 | 22 | 2024 |
| An adaptive-remeshing framework to predict impact-induced skull fracture in infants J He, J Yan, S Margulies, B Coats, AD Spear Biomechanics and Modeling in Mechanobiology 19, 1595-1605, 2020 | 17 | 2020 |
| Improving the accuracy of the deep energy method C Chadha, J He, D Abueidda, S Koric, E Guleryuz, I Jasiuk Acta Mechanica, 1-24, 2023 | 16 | 2023 |
| Size-dependence of AM Ti–6Al–4V: Experimental characterization and applications in thin-walled structures simulations J He, S Kushwaha, MA Mahrous, D Abueidda, E Faierson, I Jasiuk Thin-Walled Structures 187, 110722, 2023 | 14 | 2023 |
| A finite deformation theory for grain boundary plasticity based on geometrically necessary disconnections H Joshi, J He, NC Admal Journal of the Mechanics and Physics of Solids, 104949, 2022 | 14 | 2022 |
| Polycrystal plasticity with grain boundary evolution: A numerically efficient dislocation-based diffuse-interface model J He, NC Admal Modelling and Simulation in Materials Science and Engineering 30 (2), 025006, 2021 | 13 | 2021 |
| Advanced deep operator networks to predict multiphysics solution fields in materials processing and additive manufacturing S Kushwaha, J Park, S Koric, J He, I Jasiuk, D Abueidda Additive Manufacturing, 104266, 2024 | 7 | 2024 |
| Designing impact-resistant bio-inspired low-porosity structures using neural networks S Kushwaha, J He, D Abueidda, I Jasiuk Journal of Materials Research and Technology 27, 767-779, 2023 | 7 | 2023 |
| A surface-mesh gradation tool for generating gradated tetrahedral meshes of microstructures with defects BR Phung, J He, AD Spear Computational Materials Science 197, 110622, 2021 | 6 | 2021 |
| The effect of impact angle and fall height on skull fracture patterns in infants J Yan, J He, A Spear, B Coats Journal of biomechanical engineering 143 (7), 071004, 2021 | 5 | 2021 |
| Prediction of Delamination Location in Composite Structures With Different Ply Orientations: A Framework Integrating Finite Element Simulation and Deep Learning J He, L Zhuang, A Chaurasia, A Najafi ASME International Mechanical Engineering Congress and Exposition 87615 …, 2023 | 4 | 2023 |
| Additive manufacturing material behavior prediction-a simulation based icme approach Y Zhang, J He AIAA SCITECH 2023 Forum, 2080, 2023 | 4 | 2023 |
| LatticeOPT: a heuristic topology optimization framework for thin-walled, 2D extruded lattices J He, S Kushwaha, D Abueidda, I Jasiuk Structural and Multidisciplinary Optimization 65 (11), 308, 2022 | 4 | 2022 |
| Predictions of transient vector solution fields with sequential deep operator network J He, S Kushwaha, J Park, S Koric, D Abueidda, I Jasiuk Acta Mechanica, 1-16, 2024 | 3 | 2024 |
Iwona JasiukProfessor of Mechanical Science and Engineering, University of IllinoisΗ διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα illinois.edu