Guido Sanguinetti
Sanguinetti earned a doctorate in mathematics at Oxford and held research positions at Sheffield and Edinburgh before joining SISSA. His career combines machine learning and biological modeling. His work includes probabilistic models of biological systems, particularly inference for dynamical systems. This research addresses how to infer hidden biological processes from observations. His research includes modeling genomic data in cancer, and he received an AIRC grant for AI in cancer research. He is a professor at SISSA and holds an honorary role at Edinburgh.
- Now at
- University of Edinburgh and International School for Advanced Studies
- Works
- 251
- Citations
- 7,950
- h-index
- 49
Publication numbers from OpenAlex, as of 14 October 2026.
Timeline
-
As of October 2026
Physics, mathematics and learning
Sanguinetti earned a doctorate in mathematics at Oxford and held research positions at Sheffield and Edinburgh before joining SISSA. His career combines machine learning and biological modeling.
-
As of October 2026
Probabilistic biological models
His work includes probabilistic models of biological systems, particularly inference for dynamical systems. This research addresses how to infer hidden biological processes from observations.
-
As of October 2026
Genomics and cancer research
His research includes modeling genomic data in cancer, and he received an AIRC grant for AI in cancer research. He is a professor at SISSA and holds an honorary role at Edinburgh.
Sources and credits
Photo: ellis.eu; Guido Sanguinetti profile photograph; creator not stated. License: Not stated by source. Source: ellis.eu. Cropped to a square and resized. Ask us to remove or replace this photo.