Panos Pantidis

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
I-FENN with DeepONets: accelerating simulations in coupled multiphysics problems.
CoRR
Fouad M. Amin, Diab W. Abueidda, Panos Pantidis, Mostafa E. Mobasher
2025 J jnl
Image-based adaptive domain decomposition for continuum damage models.
Eng. Comput.
Panos Pantidis, Cornelius Otchere, Mostafa E. Mobasher
2025 J jnl
Integrated Finite Element Neural Network (IFENN) for Phase-Field Fracture with Minimal Input and Generalized Geometry-Load Handling.
CoRR
Panos Pantidis, Lampros Svolos, Diab W. Abueidda, Mostafa E. Mobasher
2025 J jnl
Parallel-CDM: Parallel Implementation of Continuum Damage Mechanics Simulations using FEM and MATLAB.
J. Open Source Softw.
Habiba Eldababy, Roshan Philip Saji, Panos Pantidis, Mostafa E. Mobasher
2025 J jnl
Time Resolution Independent Operator Learning.
CoRR
Diab W. Abueidda, Mbebo Nonna, Panos Pantidis, Mostafa E. Mobasher
2024 J jnl
DeepOKAN: Deep Operator Network Based on Kolmogorov Arnold Networks for Mechanics Problems.
CoRR
Diab W. Abueidda, Panos Pantidis, Mostafa E. Mobasher
2024 J jnl
I-FENN with Temporal Convolutional Networks: expediting the load-history analysis of non-local gradient damage propagation.
CoRR
Panos Pantidis, Habiba Eldababy, Diab W. Abueidda, Mostafa E. Mobasher
2024 J jnl
Image-based adaptive domain decomposition for continuum damage models.
CoRR
Panos Pantidis, Cornelius Otchere, Mostafa E. Mobasher
2023 J jnl
A new displacement-controlled arc-length method for damage mechanics problems.
CoRR
Roshan Philip Saji, Panos Pantidis, Mostafa E. Mobasher
2023 J jnl
Error convergence and engineering-guided hyperparameter search of PINNs: towards optimized I-FENN performance.
CoRR
Panos Pantidis, Habiba Eldababy, Christopher Miguel Tagle, Mostafa E. Mobasher
2022 J jnl
Integrated Finite Element Neural Network (I-FENN) for non-local continuum damage mechanics.
CoRR
Panos Pantidis, Mostafa E. Mobasher