Novati, Guido

Accurate proteome-wide missense variant effect prediction with AlphaMissense

Cheng, J., Novati, G., Pan, J., Bycroft, C., Žemgulytė, A., Applebaum, T., Pritzel, A., Wong, L. H., Zielinski, M., Sargeant, T., et al. (2023) · Science

Genomics and Rare DiseasesGenetic Associations and Epidemiology

Cited by 2,163

AlphaGenome: advancing regulatory variant effect prediction with a unified DNA sequence model

Avsec, Ž., Latysheva, N., Cheng, J., Novati, G., Taylor, K. R., Ward, T., Bycroft, C., Nicolaisen, L., Arvaniti, E., Pan, J., et al. (2025) · Nature

Genomics and Chromatin DynamicsGenetic Associations and Epidemiology

Cited by 395

Advancing regulatory variant effect prediction with AlphaGenome

Avsec, Ž., Latysheva, N., Cheng, J., Novati, G., Taylor, K. R., Ward, T., Bycroft, C., Nicolaisen, L., Arvaniti, E., Pan, J., et al. (2026) · Nature

Genomics and Chromatin DynamicsGenetic Associations and Epidemiology

Cited by 373

Synchronisation through learning for two self-propelled swimmers

Novati, G., Verma, S., Alexeev, D., Rossinelli, D., van Rees, W. M., & Koumoutsakos, P. (2017) · Bioinspiration & Biomimetics

Biomimetic flight and propulsion mechanismsMicro and Nano Robotics

Cited by 157

Learning efficient navigation in vortical flow fields

Gunnarson, P., Mandralis, I., Novati, G., Koumoutsakos, P., & Dabiri, J. O. (2021) · Nature Communications

Reinforcement Learning in RoboticsBiomimetic flight and propulsion mechanisms

Cited by 108

Efficient collective swimming by harnessing vortices through deep reinforcement learning

Verma, S., Novati, G., & Koumoutsakos, P. (2018) · Proceedings of the National Academy of Sciences

Biomimetic flight and propulsion mechanismsFluid Dynamics and Turbulent Flows

Cited by 10