| 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, 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 | 46 | 2024 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| Sequential deep learning operator network (s-deeponet) for time-dependent loads J Park, S Kushwaha, J He, S Koric, D Abueidda, I Jasiuk arXiv preprint arXiv:2306.08218, 2023 | 2 | 2023 |
| Creep life prediction of super heater coils used in coal based thermal power plants subjected to fly ash erosion and oxide scale formation P Srinivasan, S Kushwaha IOP Conference Series: Materials Science and Engineering 346 (1), 012008, 2018 | 2 | 2018 |
| Nonlinear Inverse Design of Mechanical Multi-Material Metamaterials Enabled by Video Denoising Diffusion and Structure Identifier J Park, S Kushwaha, J He, S Koric, Q Liu, I Jasiuk, D Abueidda arXiv preprint arXiv:2409.13908, 2024 | 1 | 2024 |
| Effect of the cross-section architecture on the impact resistance of bio-inspired low-porosity structures using neural networks S Kushwaha, J He, D Abueidda, I Jasiuk arXiv preprint arXiv:2307.00986, 2023 | 1 | 2023 |
| Effect of laminae count and manufacturing methods on mechanical properties of thin‐ply woven composites S Kushwaha, MA Mahrous, JL Meyer, C Chadha, IM Jasiuk Polymer Composites, 2024 | | 2024 |
| Using Neural Networks to Explore Structure-Property Relations in Bio-Inspired Impact-Resistant S Kushwaha, J He, D Abueidda Continuum Models and Discrete Systems: CMDS-14, Paris, France, June 26–30 …, 2024 | | 2024 |
| Using Neural Networks to Explore Structure-Property Relations in Bio-Inspired Impact-Resistant Structures S Kushwaha, J He, D Abueidda, I Jasiuk International Conference on Continuum Models and Discrete Systems, 271-284, 2023 | | 2023 |
Iwona JasiukProfessor of Mechanical Science and Engineering, University of IllinoisVerified email at illinois.edu
