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Stefanos Nikolopoulos

About Stefanos Nikolopoulos

Stefanos Nikolopoulos, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at National Technical University of Athens, specializes in the field of Machine Learning, Deep Learning, Data Driven Modeling, Computational Mechanics.

His recent articles reflect a diverse array of research interests and contributions to the field:

AI‐enhanced iterative solvers for accelerating the solution of large‐scale parametrized systems

Advanced machine learning methods for large-scale parametrized problems in computational mechanics

A computational framework for the indirect estimation of interface thermal resistance of composite materials using XPINNs

AI-enhanced iterative solvers for accelerating the solution of large scale parametrized linear systems of equations

Machine learning accelerated transient analysis of stochastic nonlinear structures

Non-intrusive surrogate modeling for parametrized time-dependent partial differential equations using convolutional autoencoders

Analysis of the Tilted Shallow Wedge Problem in Couple-Stress Elasticity

Stefanos Nikolopoulos Information

University

Position

___

Citations(all)

81

Citations(since 2020)

81

Cited By

0

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

2

i10Index(since 2020)

2

Email

University Profile Page

Google Scholar

Stefanos Nikolopoulos Skills & Research Interests

Machine Learning

Deep Learning

Data Driven Modeling

Computational Mechanics

Top articles of Stefanos Nikolopoulos

AI‐enhanced iterative solvers for accelerating the solution of large‐scale parametrized systems

International Journal for Numerical Methods in Engineering

2024/1/30

Stefanos Nikolopoulos
Stefanos Nikolopoulos

H-Index: 0

Ioannis Kalogeris
Ioannis Kalogeris

H-Index: 3

Vissarion Papadopoulos
Vissarion Papadopoulos

H-Index: 18

Advanced machine learning methods for large-scale parametrized problems in computational mechanics

2023/4/28

Stefanos Nikolopoulos
Stefanos Nikolopoulos

H-Index: 0

A computational framework for the indirect estimation of interface thermal resistance of composite materials using XPINNs

International Journal of Heat and Mass Transfer

2023/1/1

Stefanos Nikolopoulos
Stefanos Nikolopoulos

H-Index: 0

Ioannis Kalogeris
Ioannis Kalogeris

H-Index: 3

Vissarion Papadopoulos
Vissarion Papadopoulos

H-Index: 18

AI-enhanced iterative solvers for accelerating the solution of large scale parametrized linear systems of equations

International Journal for Numerical Methods in Engineering

2024/1/30

Stefanos Nikolopoulos
Stefanos Nikolopoulos

H-Index: 0

Ioannis Kalogeris
Ioannis Kalogeris

H-Index: 3

Vissarion Papadopoulos
Vissarion Papadopoulos

H-Index: 18

Machine learning accelerated transient analysis of stochastic nonlinear structures

Engineering Structures

2022/4/15

Stefanos Nikolopoulos
Stefanos Nikolopoulos

H-Index: 0

Ioannis Kalogeris
Ioannis Kalogeris

H-Index: 3

Vissarion Papadopoulos
Vissarion Papadopoulos

H-Index: 18

Non-intrusive surrogate modeling for parametrized time-dependent partial differential equations using convolutional autoencoders

Engineering Applications of Artificial Intelligence

2022/3/1

Stefanos Nikolopoulos
Stefanos Nikolopoulos

H-Index: 0

Ioannis Kalogeris
Ioannis Kalogeris

H-Index: 3

Vissarion Papadopoulos
Vissarion Papadopoulos

H-Index: 18

Analysis of the Tilted Shallow Wedge Problem in Couple-Stress Elasticity

Journal of Elasticity

2021/5

See List of Professors in Stefanos Nikolopoulos University(National Technical University of Athens)

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