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Iwona M. Jasiuk
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2020 – today
- 2024
- [j2]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) - [i13]Junyan He, Deepankar Pal, Ali Najafi, Diab W. Abueidda, Seid Koric, Iwona Jasiuk:
Material-Response-Informed DeepONet and its Application to Polycrystal Stress-strain Prediction in Crystal Plasticity. CoRR abs/2401.09977 (2024) - [i12]Junyan He, Seid Koric, Diab W. Abueidda, Ali Najafi, Iwona Jasiuk:
Geom-DeepONet: A Point-cloud-based Deep Operator Network for Field Predictions on 3D Parameterized Geometries. CoRR abs/2403.14788 (2024) - [i11]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) - 2023
- [i10]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) - [i9]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) - [i8]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) - [i7]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
- [i6]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) - [i5]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) - [i4]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) - [i3]Junyan He, Diab W. Abueidda
, Seid Koric, Iwona Jasiuk:
On the use of graph neural networks and shape-function-based gradient computation in the deep energy method. CoRR abs/2207.07216 (2022) - [i2]Junyan He
, Diab W. Abueidda
, Rashid K. Abu Al-Rub
, Seid Koric, Iwona Jasiuk:
A deep learning energy-based method for classical elastoplasticity. CoRR abs/2209.06467 (2022) - 2021
- [j1]Fereshteh A. Sabet, Seid Koric
, Ashraf Idkaidek
, Iwona Jasiuk:
High-Performance Computing Comparison of Implicit and Explicit Nonlinear Finite Element Simulations of Trabecular Bone. Comput. Methods Programs Biomed. 200: 105870 (2021)
2010 – 2019
- 2019
- [i1]Diab W. Abueidda, Mohammad Almasri, Rami Ammourah, Umberto Ravaioli, Iwona M. Jasiuk, Nahil A. Sobh
:
Prediction and optimization of mechanical properties of composites using convolutional neural networks. CoRR abs/1906.00094 (2019) - 2015
- [c1]Iwona Jasiuk:
Multi-scale analysis of bone. SummerSim 2015: 37:1-37:5
Coauthor Index
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last updated on 2024-04-24 23:06 CEST by the dblp team
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