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2020 – today
- 2024
[j1]Junyan He
, Shashank Kushwaha, Jaewan Park, Seid Koric, Diab W. Abueidda, Iwona Jasiuk:
Sequential Deep Operator Networks (S-DeepONet) for predicting full-field solutions under time-dependent loads. Eng. Appl. Artif. Intell. 127(Part A): 107258 (2024)- [i9]Shashank Kushwaha, Jaewan Park, Seid Koric, Junyan He, Iwona Jasiuk, Diab W. Abueidda:
Advanced Deep Operator Networks to Predict Multiphysics Solution Fields in Materials Processing and Additive Manufacturing. CoRR abs/2403.14795 (2024) - [i8]Jaewan Park, Shashank Kushwaha, Junyan He, Seid Koric, Qibang Liu, Iwona Jasiuk, Diab W. Abueidda:
Nonlinear Inverse Design of Mechanical Multi-Material Metamaterials Enabled by Video Denoising Diffusion and Structure Identifier. CoRR abs/2409.13908 (2024) - 2023
- [i7]Junyan He, Seid Koric, Shashank Kushwaha, Jaewan Park, Diab W. Abueidda, Iwona Jasiuk:
Novel DeepONet architecture to predict stresses in elastoplastic structures with variable complex geometries and loads. CoRR abs/2306.03645 (2023) - [i6]Jaewan Park, Shashank Kushwaha, Junyan He, Seid Koric, Diab W. Abueidda, Iwona Jasiuk:
Sequential Deep Learning Operator Network (S-DeepONet) for Time-Dependent Loads. CoRR abs/2306.08218 (2023) - [i5]Shashank Kushwaha, Junyan He, Diab W. Abueidda, Iwona Jasiuk:
Effect of the cross-section architecture on the impact resistance of bio-inspired low-porosity structures using neural networks. CoRR abs/2307.00986 (2023) - [i4]Junyan He, Shashank Kushwaha, Jaewan Park, Seid Koric, Diab W. Abueidda, Iwona Jasiuk:
Multi-component Predictions of Transient Solution Fields with Sequential Deep Operator Network. CoRR abs/2311.11500 (2023) - 2022
- [i3]Junyan He, Shashank Kushwaha, Diab W. Abueidda, Iwona M. Jasiuk:
Exploring the structure-property relations of thin-walled, 2D extruded lattices using neural networks. CoRR abs/2205.06761 (2022) - [i2]Junyan He, Shashank Kushwaha, Diab W. Abueidda, Iwona M. Jasiuk:
LatticeOPT: A heuristic topology optimization framework for thin-walled, 2D extruded lattices. CoRR abs/2205.14832 (2022) - [i1]Junyan He, Shashank Kushwaha, Charul Chadha, Seid Koric, Diab W. Abueidda, Iwona Jasiuk:
Deep energy method in topology optimization applications. CoRR abs/2207.03072 (2022)
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