Integrated Finite Element Neural Network (I-FENN) for non-local continuum damage mechanics. - Panos Pantidis; Mostafa E. Mobasher (CoRR, 2022)

Error convergence and engineering-guided hyperparameter search of PINNs: towards optimized I-FENN performance. - Panos Pantidis; Habiba Eldababy; Christopher Miguel Tagle; Mostafa E. Mobasher (CoRR, 2023)

A new displacement-controlled arc-length method for damage mechanics problems. - Roshan Philip Saji; Panos Pantidis; Mostafa E. Mobasher (CoRR, 2023)

I-FENN with Temporal Convolutional Networks: expediting the load-history analysis of non-local gradient damage propagation. - Panos Pantidis; Habiba Eldababy; Diab W. Abueidda; Mostafa E. Mobasher (CoRR, 2024)

DeepOKAN: Deep Operator Network Based on Kolmogorov Arnold Networks for Mechanics Problems. - Diab W. Abueidda; Panos Pantidis; Mostafa E. Mobasher (CoRR, 2024)

Image-based adaptive domain decomposition for continuum damage models. - Panos Pantidis; Cornelius Otchere; Mostafa E. Mobasher (CoRR, 2024)

Integrated Finite Element Neural Network (IFENN) for Phase-Field Fracture with Minimal Input and Generalized Geometry-Load Handling. - Panos Pantidis; Lampros Svolos; Diab W. Abueidda; Mostafa E. Mobasher (CoRR, 2025)

Time Resolution Independent Operator Learning. - Diab W. Abueidda; Mbebo Nonna; Panos Pantidis; Mostafa E. Mobasher (CoRR, 2025)

Parallel-CDM: Parallel Implementation of Continuum Damage Mechanics Simulations using FEM and MATLAB. - Habiba Eldababy; Roshan Philip Saji; Panos Pantidis; Mostafa E. Mobasher (J. Open Source Softw., 2025)