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ORCIDDiab W. Abueidda
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2020 – today
- 2022
[i8]Diab W. Abueidda, Seid Koric, Rashid Abu Al-Rub, Corey M. Parrott, Kai A. James, Nahil A. Sobh:
A deep learning energy method for hyperelasticity and viscoelasticity. CoRR abs/2201.08690 (2022)- [i7]Shantanu Shahane, Erman Guleryuz, Diab W. Abueidda, Allen Lee, Joe Liu, Xin Yu, Raymond Chiu, Seid Koric, Narayana R. Aluru, Placid M. Ferreira:
Surrogate Neural Network Model for Sensitivity Analysis and Uncertainty Quantification of the Mechanical Behavior in the Optical Lens-Barrel Assembly. CoRR abs/2201.09659 (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]Diab W. Abueidda, Seid Koric, Erman Guleryuz, Nahil A. Sobh:
Enhanced physics-informed neural networks for hyperelasticity. CoRR abs/2205.14148 (2022) - [i4]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) - 2020
- [i3]Diab W. Abueidda, Seid Koric, Nahil A. Sobh:
Machine learning accelerated topology optimization of nonlinear structures. CoRR abs/2002.01896 (2020) - [i2]Diab W. Abueidda, Qiyue Lu, Seid Koric:
Deep learning collocation method for solid mechanics: Linear elasticity, hyperelasticity, and plasticity as examples. CoRR abs/2012.01547 (2020)
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)
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