Constrained Sequence-to-sequence Semitic Root Extraction for Enriching Word Embeddings. - Ahmed El-Kishky; Xingyu Fu; Aseel Addawood; Nahil A. Sobh; Clare R. Voss; Jiawei Han 001 (WANLP@ACL 2019, 2019)

Prediction and optimization of mechanical properties of composites using convolutional neural networks. - Diab W. Abueidda; Mohammad Almasri; Rami Ammourah; Umberto Ravaioli; Iwona M. Jasiuk; Nahil A. Sobh (CoRR, 2019)

Machine learning accelerated topology optimization of nonlinear structures. - Diab W. Abueidda; Seid Koric; Nahil A. Sobh (CoRR, 2020)

A deep learning energy method for hyperelasticity and viscoelasticity. - Diab W. Abueidda; Seid Koric; Rashid K. Abu Al-Rub; Corey M. Parrott; Kai A. James; Nahil A. Sobh (CoRR, 2022)

Enhanced physics-informed neural networks for hyperelasticity. - Diab W. Abueidda; Seid Koric; Erman Guleryuz; Nahil A. Sobh (CoRR, 2022)

Deep learning operator network for plastic deformation with variable loads and material properties. - Seid Koric; Asha Viswantah; Diab W. Abueidda; Nahil A. Sobh; Kamran Ahmed Khan (Eng. Comput., 2024)