Panos Pantidis

According to our database, Panos Pantidis authored at least 9 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

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., August, 2025

Time Resolution Independent Operator Learning.

Diab W. Abueidda, Mbebo Nonna, Panos Pantidis, Mostafa E. Mobasher

CoRR, July, 2025

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, May, 2025

2024

Image-based adaptive domain decomposition for continuum damage models.

Panos Pantidis, Cornelius Otchere, 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

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

2023

A new displacement-controlled arc-length method for damage mechanics problems.

Roshan Philip Saji, Panos Pantidis, Mostafa E. Mobasher

CoRR, 2023

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

2022

Integrated Finite Element Neural Network (I-FENN) for non-local continuum damage mechanics.

Panos Pantidis, Mostafa E. Mobasher

CoRR, 2022