Spyridon Diamantopoulos

Dr. Spyridon Diamantopoulos


Research Focus & Metrics

Academic Career Length

10Years (2017-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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4 May 2020 in Earthquake Engineering & Structural Dynamics
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Journal Article
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Michalis FragiadakisMichalis Fragiadakis
Michalis Fragiadakis
SDSpyridon Diamantopoulos
Spyridon Diamantopoulos

3 March 2019 in Earthquake Engineering & Structural Dynamics
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Journal Article
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SDSpyridon Diamantopoulos
Spyridon Diamantopoulos
Michalis FragiadakisMichalis Fragiadakis
Michalis Fragiadakis

3 April 2023 in Bulletin of Earthquake Engineering
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Journal Article
Open access
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ZAZeinep Achmet
Zeinep Achmet
SDSpyridon Diamantopoulos
Spyridon Diamantopoulos
Michalis FragiadakisMichalis Fragiadakis
Michalis Fragiadakis
The paper proposes the use of supervised machine learning (ML) methods for quickly predicting the seismic response of rocking systems when subjected to seismic excitations. Different supervised ML algorithms are discussed, while a relatively simple and a more sophisticated algorithm are examined in detail. Specifically, the two algorithms compared are the k-Nearest Neighbor (k-NN) and the Support Vector Machine (SVM). The performance of the ML models is demonstrated considering both sine pulses and different sets of natural ground motion records. The results are practically perfect for sine pulses, while accurate results were also obtained for the case of natural ground motions. The proposed ML-based tool allows to quickly assess the risk of damage for rocking systems, while it is also very important when a large number of rocking blocks have to be studied, e.g. in the case of a building’s inventory.

28 March 2024 in Structures
Verified
Journal Article
Closed access
SDSpyridon Diamantopoulos
Spyridon Diamantopoulos
ZAZeinep Achmet
Zeinep Achmet
SSSotiria Stefanidou
Sotiria Stefanidou
Olga MarkogiannakiOlga Markogiannaki
Olga Markogiannaki
Michalis FragiadakisMichalis Fragiadakis
Michalis Fragiadakis

18 April 2024 in Soil Dynamics and Earthquake Engineering
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Journal Article
Closed access
SDSpyridon Diamantopoulos
Spyridon Diamantopoulos
MFMichalis Fragiadakis
Michalis Fragiadakis

8 October 2021 in Earthquake Engineering & Structural Dynamics
Verified
Journal Article
Closed access
PDF file
SDSpyridon Diamantopoulos
Spyridon Diamantopoulos
Michalis FragiadakisMichalis Fragiadakis
Michalis Fragiadakis