Scholar
Gorka Muñoz-Gil
Google Scholar ID: DdmBhysAAAAJ
Postdoctoral Researcher, UIBK
Citations & Impact
Citations
898
H-index
14
i10-index
19
Publications
20
Co-authors
14
list available
Publications
Resume (English only)
Research Experience
- Marie Skłodowska-Curie postdoctoral fellow at the University of Innsbruck’s Quantum Information and Computation group.
- During PhD, collaborated with Prof. Maria García-Parajo (ICFO) and Prof. Carlo Manzo (UVic) to develop theoretical models for micro- and nano-particle motion in cells.
- Proposed the STEP method for characterizing anomalous diffusion at the single-step level.
- Applied unsupervised learning to rediscover fundamental components of diffusion theories and validated these approaches experimentally.
- Explored how artificial learning agents can discover diffusion-based optimal foraging strategies.
- Applied ML to quantum physics, including connections between Boltzmann machines and spin models, reinforcement learning for quantum certification, and denoising diffusion models for quantum circuit synthesis.
