Pushmeet Kohli

Research interests

Publications

• Accurate structure prediction of biomolecular interactions with AlphaFold 3

  Nature · 2024 · https://doi.org/10.1038/s41586-024-07487-w

• Scientific discovery in the age of artificial intelligence

  Nature · 2023 · https://doi.org/10.1038/s41586-023-06221-2

• Accurate proteome-wide missense variant effect prediction with AlphaMissense

  Science · 2023 · 10.1126/science.adg7492

• Mathematical discoveries from program search with large language models

  Nature · 2023 · 10.1038/s41586-023-06924-6

• Magnetic control of tokamak plasmas through deep reinforcement learning

  Nature · 2022 · https://doi.org/10.1038/s41586-021-04301-9

• Discovering faster matrix multiplication algorithms with reinforcement learning

  Nature · 2022 · 10.1038/s41586-022-05172-4

• Applying and improving AlphaFold at CASP14

  Proteins Structure Function and Bioinformatics · 2021 · 10.1002/prot.26257

• Highly accurate protein structure prediction with AlphaFold

  Nature · 2021 · https://doi.org/10.1038/s41586-021-03819-2

• Highly accurate protein structure prediction for the human proteome

  Nature · 2021 · https://doi.org/10.1038/s41586-021-03828-1

• AlphaFold Protein Structure Database: massively expanding the structural coverage of protein-sequence space with high-accuracy models

  Nucleic Acids Research · 2021 · 10.1093/nar/gkab1061

• Protein complex prediction with AlphaFold-Multimer

  bioRxiv (Cold Spring Harbor Laboratory) · 2021 · 10.1101/2021.10.04.463034

• Effective gene expression prediction from sequence by integrating long-range interactions

  Nature Methods · 2021 · 10.1038/s41592-021-01252-x

• Advancing mathematics by guiding human intuition with AI

  Nature · 2021 · 10.1038/s41586-021-04086-x

• Improved protein structure prediction using potentials from deep learning

  Nature · 2020 · 10.1038/s41586-019-1923-7

• Relational inductive biases, deep learning, and graph networks

  arXiv (Cornell University) · 2018 · 10.4230/lipics.cp.2025.27

• Fusion4D

  ACM Transactions on Graphics · 2016 · 10.1145/2897824.2925969

• A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories

  · 2016 · 10.18653/v1/n16-1098

• Holoportation

  Journal · 2016 · 10.1145/2984511.2984517

• Deep Convolutional Inverse Graphics Network

  arXiv (Cornell University) · 2015 · 10.48550/arxiv.1503.03167

• Accurate, Robust, and Flexible Real-time Hand Tracking

  · 2015 · 10.1145/2702123.2702179

• Indoor Segmentation and Support Inference from RGBD Images

  Lecture notes in computer science · 2012 · 10.1007/978-3-642-33715-4_54

• Efficient Human Pose Estimation from Single Depth Images

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 10.1109/tpami.2012.241

• KinectFusion

  Journal · 2011 · 10.1145/2047196.2047270

• Robust Higher Order Potentials for Enforcing Label Consistency

  International Journal of Computer Vision · 2009 · 10.1007/s11263-008-0202-0

• Associative hierarchical CRFs for object class image segmentation

  · 2009 · 10.1109/iccv.2009.5459248

Current projects

No projects listed.