Our Research
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Inverse Design of ZIFs through Artificial Intelligence Methods
Panagiotis Krokidas, Michael Kainourgiakis, Theodore Steriotis, George Giannakopoulos
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MACHINE-LEARNING DRIVEN HEALTH MONITORING DIAGNOSTICS FOCUSED ON COMPOSITE STRUCTURES UTILIZING SMART LAYERWISE SPECTRAL ELEMENTS
CHRISTOFOROS REKATSINAS, GEORGE GIANNAKOPOULOS, AND VANGELIS KARKALETSIS
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From STEAM to Machine: Emissions control in the shipping 4.0 era
Dimitrios Kaklis, Takis J Varelas, Iraklis Varlamis, Pavlos Eirinakis, George Giannakopoulos, Constantine V Spyropoulos
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MACHINE LEARNING TO DEVELOP A MODEL THAT PREDICTS EARLY IMPENDING SEPSIS IN NEUROSURGICAL PATIENTS
Evgenios Vlachos, Aris Salapatas Gkinis, Vasileios Papastergiou, Christos Tsitsipanis, George Giannakopoulos
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Data mining for predicting gas diffusivity in zeolitic-imidazolate frameworks (ZIFs)
Panagiotis Krokidas, Stelios Karozis, Salvador Moncho, George Giannakopoulos, Edward N Brothers, Michael E Kainourgiakis, Ioannis G Economou, Theodore A Steriotis
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A big data approach for Fuel Oil Consumption estimation in the maritime industry
Dimitrios Kaklis, Pavlos Eirinakis, George Giannakopoulos, Constantine Spyropoulos, Takis J Varelas, Iraklis Varlamis
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Online training for fuel oil consumption estimation: A data driven approach
Dimitrios Kaklis, Iraklis Varlamis, George Giannakopoulos, Constantine Spyropoulos, Takis J Varelas
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Developing Machine-Learned Potentials for Coarse-Grained Molecular Simulations: Challenges and Pitfalls
Eleonora Ricci, George Giannakopoulos, Vangelis Karkaletsis, Doros N Theodorou, Niki Vergadou
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Building a Knowledge-Intensive, Intent-Lean, Question Answering Chatbot in the Telecom Industry-Challenges and Solutions
Antonios Misargopoulos, Filippos Nikolopoulos-Gkamatsis, Konstantinos Nestorakis, Alexandros Tzoumas, Georgios Giannakopoulos, Christos-Antonios Gizelis, Michalis Kefalogiannis
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Generating Realistic Nanorough Surfaces Using an N-Gram-Graph Augmented Deep Convolutional Generative Adversarial Network
Vasilis Sioros, George Giannakopoulos, Vassileios Constantoudis