Concepedia

Guido Novati

GN

Statistics

Publications

17

Citations

3.3K

H-Index

14

Active since

2015

Affiliations

ETH Zurich(Current)

Google DeepMind (United Kingdom)

Google (United Kingdom)

Massachusetts Institute of Technology

Institute for Advanced Study

Guido Novati is an author at ETH Zurich specializing in fluid dynamics, engineering, and reinforcement learning.

Publications per year

2015–2026

17

Publications

17

Accurate proteome-wide missense variant effect prediction with AlphaMissense

Jun Cheng, Guido Novati, Joshua Pan et al. · Science · 2023 · 2K citations

Life Sciences, Bioinformatics, Genetics +15

Efficient collective swimming by harnessing vortices through deep reinforcement learning

Siddhartha Verma, Guido Novati, Petros Koumoutsakos · arXiv (Cornell University) · 2018 · 457 citations · Full text

Engineering, Robotics Engineering, Fluid Dynamics +14

Automating turbulence modelling by multi-agent reinforcement learning

Guido Novati, Hugues Lascombes de Laroussilhe, Petros Koumoutsakos · Nature Machine Intelligence · 2021 · 177 citations

Computing, Aerospace Engineering, Computational Engineering +14

Synchronisation through learning for two self-propelled swimmers

Guido Novati, Siddhartha Verma, Dmitry Alexeev et al. · Bioinspiration & Biomimetics · 2017 · 153 citations · Full text

Natural Sciences, Physics, Fluid Dynamics +13

Advancing regulatory variant effect prediction with AlphaGenome

Natasha S. Latysheva, Jun Cheng, Guido Novati et al. · Nature · 2026 · 119 citations · Full text

Life Sciences, Bioinformatics, Genetics +17

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