Hi, I'm Giorgos Nikoulis
I was born and raised in Thessaloniki, the second biggest city in Greece. I completed my Doctoral degree in Computational Physics in 2022 and published six papers during my research. I acquired several skills in physics simulation and computer science, working with C++ and Python, and web development with HTML, CSS, JavaScript, and Flask during my career.

— Projects —

Transparency Services for AI-Model Cards
Transparency Services for AI-Model Cards
Create and mange model cards for AI models.
Created for MeVer group of CERTH
Powered by: Flask, HTML, CSS and JavaScript
https://trai.mever.gr
Evaluate text and image classification models
Evaluation Tool for AI Models
Evaluation package for multi-label, multi-class classification and object detection.
Created for MeVer group of CERTH
Powered by: Python
https://pypi.org/project/aicard-eval
NanoMaterialsCAD
NanoMaterialsCAD
Create and edit nanoparticles and crystalline structures.
Powered by: C++ and OpenGL
Paper: Link
Thermal insulation and heat guiding
Thermal insulation and heat guiding
Heat guiding with nanopatterned MoS2 membranes.
Powered by: LAMMPS
Paper: link
ML interatomic potentials for iron
ML interatomic potentials for iron
Machine Learning interatomic potential for Fe.
Powered by: LAMMPS, VASP, and GAP
Paper: link
Sildenafil nanoparticles using polymer stabilizers
Sildenafil nanoparticles using polymer stabilizers
A study for stabilizing sildenafil nanoparticles.
Powered by: LAMMPS
DOI: To be published
Single Nanoparticle Activities in Ensemble
Single Nanoparticle Activities in Ensemble
Charge distribution of Pd nanoparticles on Mg and MgO. Powered by: VASP
Paper: link

— Career —

●
Centre for Research and Technology Hellas (CERTH)
2025-now
Detect news disinformation using AI tools and support journalists with various services.

Project: AI‑CODE Horizon
●
Centre for Research and Technology Hellas (CERTH)
2024-2025
AI fairness focusing on detecting and mitigating bias in AI systems.

Project: MAMoth Horizon
●
Military Service
2023
●
Special Account for Research Funds (ELKE)
2019 - 2022
Research and development on material science. Worked on several projects during my Doctoral.

Dissertation: link