1. A computational framework for the indirect estimation of interface thermal resistance of composite materials using XPINNs. (January 2023) Authors: Papadopoulos, Leonidas; Bakalakos, Serafeim; Nikolopoulos, Stefanos; Kalogeris, Ioannis; Papadopoulos, Vissarion Journal: International journal of heat and mass transfer Issue: Volume 200(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. A spectral stochastic formulation for nonlinear framed structures. (January 2019) Authors: Papadopoulos, Vissarion; Kalogeris, Ioannis; Giovanis, Dimitris G. Journal: Probabilistic engineering mechanics Issue: Volume 55(2019) Page Start: 90 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. An extended finite element method formulation for modeling multi-phase boundary interactions in steady state heat conduction problems. (15th February 2021) Authors: Bakalakos, Serafeim; Kalogeris, Ioannis; Papadopoulos, Vissarion Journal: Composite structures Issue: Volume 258(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. An integrated XFEM modeling with experimental measurements for optimizing thermal conductivity in carbon nanotube reinforced polyethylene. (1st March 2022) Authors: Bakalakos, Serafeim; Kalogeris, Ioannis; Papadopoulos, Vissarion; Papadrakakis, Manolis; Maroulas, Panagiotis; Dragatogiannis, Dimitrios A; Charitidis, Costas A Journal: Modelling and simulation in materials science and engineering Issue: Volume 30:Number 2(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Interval and fuzzy physics-informed neural networks for uncertain fields. (April 2022) Authors: Fuhg, Jan N.; Kalogeris, Ioannis; Fau, Amélie; Bouklas, Nikolaos Journal: Probabilistic engineering mechanics Issue: Volume 68(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Limit analysis of stochastic structures in the framework of the Probability Density Evolution Method. (1st April 2018) Authors: Kalogeris, Ioannis; Papadopoulos, Vissarion Journal: Engineering structures Issue: Volume 160(2018) Page Start: 304 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Machine learning accelerated transient analysis of stochastic nonlinear structures. (15th April 2022) Authors: Nikolopoulos, Stefanos; Kalogeris, Ioannis; Papadopoulos, Vissarion Journal: Engineering structures Issue: Volume 257(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Multiscale analysis of nonlinear systems using a hierarchy of deep neural networks. (1st June 2023) Authors: Pyrialakos, Stefanos; Kalogeris, Ioannis; Papadopoulos, Vissarion Journal: International journal of solids and structures Issue: Volume 271/272(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Non-intrusive surrogate modeling for parametrized time-dependent partial differential equations using convolutional autoencoders. (March 2022) Authors: Nikolopoulos, Stefanos; Kalogeris, Ioannis; Papadopoulos, Vissarion Journal: Engineering applications of artificial intelligence Issue: Volume 109(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗