Comparison of machine learning approaches for the identification of top-performing materials for hydrogen storage,

Antonios P. Sarikas, George S. Fanourgakis, Konstantinos Gkagkas, George E. Froudakis, in: Sustainable Chemistry for the Environment. 10.1016/j.scenv.2023.100056. Open Access.

Expanding the Reticular Chemistry Building Block Library toward Highly Connected Nets: Ultraporous MOFs Based on 18-Connected Ternary, Trigonal Prismatic Superpolyhedra,

Konstantinos G. Froudas, Maria Vassaki, Konstantinos Papadopoulos, Constantinos Tsangarakis, Xu Chen, William Shepard, David Fairen-Jimenez, Christos Tampaxis, Georgia Charalambopoulou, Theodore A. Steriotis, Pantelis N. Trikalitis in: Journal of the American Chemical Society. 10.1021/jacs.3c12679. Open Access.

Gas adsorption meets deep learning: voxelizing the potential energy surface of metal-organic frameworks,

Antonios P. Sarikas, Konstantinos Gkagkas, George E. Froudakis in: Scientific Reports. 10.1038/s41598-023-50309-8. Open Access.

Aspects of Gas Storage: Confined Geometry Effects on the High-Pressure Adsorption Behavior of Supercritical Fluids,

Simon Eder, Patrick Guggenberger, Tatiana Priamushko, Freddy Kleitz, Matthias Thommes, in: Langmuir. 10.1021/acs.langmuir.3c02841. Open Access.


Reticular Synthesis of Flexible Rare-Earth Metal-Organic Frameworks: Control of Structural Dynamics and Sorption Properties Through Ligand Functionalization,

Edward Loukopoulos, Giasemi K Angeli, Constantinos Tsangarakis, Eleni Traka, Konstantinos G Froudas, Pantelis Trikalitis, in: Chemistry – A European Journal. 10.1002/chem.202302709. Open Access.

Improved thermal management in HKUST-1 composites upon graphite flakes incorporation: Hydrogen adsorption properties,

Judit Farrando-Pérez,  María Rodríguez-Castillo, Manuel Martínez-Escandell, Miguel Monge, Joaquin Silvestre-Albero, in: International Journal of Hydrogen Energy. 10.1016/j.ijhydene.2023.05.357. Open Access.

Project Communication

Partner Interviews

Maria Vassaki, University of Crete
Theodore Steriotis, National Centre for Scientific Research “Demokritos”
Niusha Shakibi Nia, FEN Research GmbH


Episode 1
Episode 2