About

Lucian Murgu is a software engineer whose work spans enterprise software development, applied artificial intelligence, and computational research.

With a background in software engineering and structural engineering, he explores problems at the intersection of machine learning, numerical methods, and geometric analysis. His current research interests include neural networks, mechanistic interpretability, fractal geometry, and medical image analysis.

This website presents selected engineering projects, research investigations, and the methods and evidence behind them.

Research interests

• Neural networks
• Mechanistic interpretability
• Fractal geometry
• Medical image analysis

Mechanistic interpretability is an ongoing direction; no findings are presented yet.

Education

• PhD candidate, Informatics
  Romanian Academy (SCOSAAR) · Oct 2024–present
  Doctoral School of Mathematical Sciences and Informatics. Supervisor: Dr. habil. Tudor Barbu. Research in artificial intelligence and fractal geometry for medical imaging.
• MSc Civil Engineering (Structural Engineering)
  Gheorghe Asachi Technical University of Iași · 2011–2013
• BSc Civil Engineering
  Gheorghe Asachi Technical University of Iași · 2007–2011

Contact

Email murgu.lucian.a@gmail.com, or find me onLinkedIn ↗. I am open to engineering and research roles and take on selected consulting engagements.

Elsewhere

Code and technical reports are on GitHub ↗. Published papers are listed under Publications and onORCID ↗.