Scholar
Razvan Marinescu
Google Scholar ID: AzfoycUAAAAJ
Assistant Professor, UC Santa Cruz, Computer Science and Engineering, Genomics Institute
Machine Learning
Differentiable Simulators
Bayesian Modeling
Medical Image Analysis
MRI
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Citations & Impact
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Citations
1,866
H-index
16
i10-index
20
Publications
20
Co-authors
20
list available
Contact
Email
ramarine@ucsc.edu
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Publications
13 items
AEGIS: Differentiable Mars Climate Model with Neural Closures
2026
Cited
0
You Cannot Recover What Was Never Measured: Quantifying the Information Ceiling of Ultra-Low-Field MRI Super-Resolution
2026
Cited
0
Hessian Matching for Machine-Learned Coarse-Grained Molecular Dynamics
2026
Cited
0
Holographic generative flows with AdS/CFT
2026
Cited
0
Automatic Replication of LLM Mistakes in Medical Conversations
2025
Cited
0
A Women's Health Benchmark for Large Language Models
2025
Cited
0
A Standardized Benchmark for Machine-Learned Molecular Dynamics using Weighted Ensemble Sampling
2025
Cited
0
Medical Interpretability and Knowledge Maps of Large Language Models
2025
Cited
0
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Resume
Background
Assistant Professor in the Department of Computer Science and Engineering at UC Santa Cruz
Research focuses on Machine Learning and its applications to Healthcare and Biomolecular systems
Co-founder and CTO of drug screening start-up GiwoTech Inc
Particularly interested in the mathematics of statistical inference methods for Machine Learning, especially Bayesian and generative models
Keen interest in general machine learning and computational intelligence to enable intelligent computer tasks
Co-authors
12 total
Daniel C. Alexander
Professor of Imaging Science, Centre for Medical Image Computing, Department of Computer Science
Neil P. Oxtoby
Principal Research Associate and UKRI Future Leaders Fellow, University College London
Polina Golland
Massachusetts Institute of Technology
Frederik Barkhof
VU University Medical Center
Marco Lorenzi
Université Côte d'Azur, Inria
Sara Garbarino
Dipartimento di Matematica, Università di Genova
Stefan Klein
Biomedical Imaging Group Rotterdam, Erasmus MC, the Netherlands
Paddy J. Slator
Cardiff University