Ioannis Kalogeris

Assistant Professor

National Technical University of Athens

Greece

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Professors in Fluid Mechanics

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Ioannis Kalogeris is an Assistant Professor at the National Technical University of Athens. His research focuses on nonlinear multiscale modeling, machine learning applications in engineering, and the modeling of multi-phase boundary interactions. His recent articles include work on stochastic methods for modeling and neural network frameworks for nanocomposites. He aims to advance understanding in the areas of heat conduction and surrogate modeling through innovative computational techniques.

Articles (5)

Year:

2021

Year:

2021

Year:

2021

Year:

2021

Year:

2020

Collaborators (1)

Vissarion Papadopoulos

Professor

Ethniko Metsobio Polytechneio

GREECE

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Ioannis Kalogeris

Research Interests

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Articles (5)

A neural network-aided Bayesian identification framework for multiscale modeling of nanocomposites

A stochastic fe<sup>2</sup> data-driven method for nonlinear multiscale modeling

An extended finite element method formulation for modeling multi-phase boundary interactions in steady state heat conduction problems

Diffusion maps-aided Neural Networks for the solution of parametrized PDEs

Diffusion maps-based surrogate modeling: An alternative machine learning approach

Collaborators (1)

Vissarion Papadopoulos

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