Vlado Menkovski
Scholar

Vlado Menkovski

Google Scholar ID: 2s9HUEMAAAAJ
Associate Professor, Eindhoven University of Technology
Scientific Machine LearningGeometric Deep LearningGenerative AIData Driven Simulation
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
1,373
 
H-index
23
 
i10-index
39
 
Publications
20
 
Co-authors
119
list available
Contact
Emailv.[lastname]@tue.nlCVOpen ↗GitHubOpen ↗
Publications
6 items
LOREN: Low Rank-Based Code-Rate Adaptation in Neural Receivers
2026
Cited
0
Towards Fully Automated Molecular Simulations: Multi-Agent Framework for Simulation Setup and Force Field Extraction
2025
Cited
0
Equivariant Flow Matching for Symmetry-Breaking Bifurcation Problems
2025
Cited
0
Score Matching on Large Geometric Graphs for Cosmology Generation
2025
Cited
0
Robust Confinement State Classification with Uncertainty Quantification through Ensembled Data-Driven Methods
2025
Cited
0
Deep Neural Cellular Potts Models
2025
Cited
0
Resume (English only)
Academic Achievements
  • Detection of pre-microRNA using Convolutional Neural Networks in bioinformatics
  • Quantification of turbulence intensity via deep learning on velocity signals
  • Classification of tokamak plasma confinement states using convolutional recurrent neural networks
  • Research on Diffusion Variational Autoencoders
  • Multiple academic publications (selected works available via personal website link)
Co-authors
119 total
Antonio Liotta
Antonio Liotta
Professor at Faculty of Engineering, University of Bozen-Bolzano, Italy
Mykola Pechenizkiy
Mykola Pechenizkiy
Eindhoven University of Technology
Georgios Exarchakos
Georgios Exarchakos
Electrical Engineering, Eindhoven University of Technology
Tianjin Huang
Tianjin Huang
Asst. Professor, CS@University of Exeter & Researcher Fellow, CS@TU/e
Yulong Pei
Yulong Pei
Eindhoven University of Technology
Co-author 6
Co-author 6
Lu Yin
Lu Yin
Asst. Professor, CS@University of Surrey & Researcher Fellow, CS@TU/e
Meng Fang
Meng Fang
University of Liverpool