Our Publications
INSANE promotes AI-enabled interdisciplinary alliances by providing mentoring and guidance to scientists, researchers, and professionals, while also acting as a liaison between different fields of study and knowledge.
-
Molecular Simulation of Coarse-grained Systems using Machine Learning
Dimitrios-Paraskevas Gerakinis, Eleonora Ricci, George Giannakopoulos, Vangelis Karkaletsis, Doros N. Theodorou, Niki Vergadou,
-
Self-Adaptive Optimization of Coefficients in Multi-Objective Loss Functions
Spillios Delis, Eleonora Ricci, Dimitrios-Paraskevas Gerakinis, Niki Vergadou, George Giannakopoulos
-
Multi-fidelity Bayesian Optimization for Efficiently Sampling the Design Space of Functionalized Nanoporous Materials
Ioannis Theocharis, Panagiotis Krokidas, Vassilis Gkatsis, George Giannakopoulos
-
Solving Linear Elasticity Problems using Physics-Informed Neural Networks
Petros Kafkas, George Giannakopoulos, Christoforos Rekatsinas
-
Inverse design of ZIFs through artificial intelligence methods
Panagiotis Krokidas, Michael Kainourgiakis, Theodore Steriotis, George Giannakopoulos
-
Bio-inspired discontinuous composite materials with a machine learning optimized architecture
Theodoros Loutas, Athanasios Oikonomou, Christoforos Rekatsinas
-
MACHINE-LEARNING DRIVEN HEALTH MONITORING DIAGNOSTICS FOCUSED ON COMPOSITE STRUCTURES UTILIZING SMART LAYERWISE SPECTRAL ELEMENTS
Christoforos Rekatsinas, George Giannakopoulos, Vangelis Karkaletsis
-
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
-
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
-
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
