Notin, Pascal

Disease variant prediction with deep generative models of evolutionary data

Frazer, J., Notin, P., Dias, M., Gomez, A., Min, J. K., Brock, K., Gal, Y., & Marks, D. S. (2021) · Nature

Genomics and Rare DiseasesGenetic Associations and Epidemiology

Cited by 791

Tranception: protein fitness prediction with autoregressive transformers and inference-time retrieval

Notin, P., Dias, M., Frazer, J., Marchena-Hurtado, J., Gomez, A., Marks, D. S., & Gal, Y. (2022) · arXiv

Machine Learning in BioinformaticsProtein Structure and Dynamics

Cited by 118

Evolutionary-Scale Enzymology Enables Biochemical Constant Prediction Across a Multi-Peaked Catalytic Landscape

Muir, D. F., Asper, G. P. R., Notin, P., Posner, J. A., Marks, D. S., Keiser, M. J., & Pinney, M. M. (2024) · Science

Protein Structure and DynamicsEnzyme Catalysis and Immobilization

Cited by 42

Democratizing protein language model training, sharing and collaboration

Su, J., Li, Z., Tao, T., Han, C., He, Y., Dai, F., Yuan, Q., Gao, Y., Si, T., Zhang, X., et al. (2026) · Nature Biotechnology

Machine Learning in BioinformaticsProtein Structure and Dynamics

Cited by 35

Large-scale discovery, analysis and design of protein energy landscapes

Ferrari, Á. J. R., Dixit, S. M., Thibeault, J., Garcia, M., Houliston, S., Ludwig, R. W., Notin, P., Phoumyvong, C. M., Martell, C. M., Jung, M. D., et al. (2026) · Nature

Protein Structure and DynamicsMass Spectrometry Techniques and Applications

Cited by 22