About

👋 Hello,

I am a chemist and PhD researcher in the Materials Modeling & Design Group at the University of Crete, working at the intersection of Artificial Intelligence 🤖, Chemistry 🧪 and materials science ⚛️.

My research focuses on AI for materials discovery, with particular emphasis on machine learning, representation learning, and foundation models for porous materials. I develop data-driven representations and predictive models for gas adsorption and explore generative and inverse-design approaches for discovering novel porous materials.

If you are interested in learning more about my earlier work on machine learning and deep learning for porous materials, you can take a look at my master’s thesis. You can also experiment with machine learning models for gas adsorption through AIdsorb-online.

Beyond research, I enjoy learning about science and AI and contributing to open-source projects. Outside academia, I’m fascinated by mechanical watches and traditional menswear, especially their history, design, and craftsmanship ❤️.

Βελτίων ἡ ἐξ ἐλαττόνων.

– Ἀριστοτέλης, Ἀναλυτικὰ Ὕστερα

🎓 Education

  • MSc in Physical Chemistry, 2024 University of Crete, Department of Chemistry
    Thesis title: From Potential Energy Surface to Gas Adsorption via Deep Learning
    Description: Developed a deep learning framework method for predicting gas adsorption in porous materials using 3D energy images.
    GPA: 9.86 (Excellent)
    Access: Click here to view it

  • BSc in Chemistry, 2022 University of Crete, Department of Chemistry
    Thesis title: Screening MOFs for Hydrogen Storage via Machine Learning
    Description: Developed a machine learning framework for rapid identification of top-performing MOFs for hydrogen storage.
    GPA: 8.64 (Excellent, 1st of the class, graduated in 3.5/4 years)

🏅 Scholarships & Awards

🔮 Skills

CategoryName
Operating Systemsfedora ubuntu
Programming Languagespython fortran
Markup Languageslatex markdown
Deep Learning Librariespytorch lightning huggingface
Librariesnumpy pandas sklearn plotly matplotlib
Other Toolsgit github sphinx vim streamlit