Sotabase

Career

· VP, Science And Strategic Initiatives, Google DeepMind2017–
· Director Of Research, Micosoft Research2006–2017

Publications (407)

Highly accurate protein structure prediction with AlphaFold
Nature · 2021
32,840
cited
Accurate structure prediction of biomolecular interactions with AlphaFold 3
Nature · 2024
8,355
cited
Indoor Segmentation and Support Inference from RGBD Images
European Conference on Computer Vision · 2012
6,281
cited
KinectFusion: Real-time dense surface mapping and tracking
2011 10th IEEE International Symposium on Mixed and Augmented Reality · 2011
4,525
cited
Relational inductive biases, deep learning, and graph networks
arXiv.org · 2018
3,416
cited
Improved protein structure prediction using potentials from deep learning
Nature · 2020
2,789
cited
Protein complex prediction with AlphaFold-Multimer
bioRxiv · 2021
2,781
cited
AlphaFold Protein Structure Database: massively expanding the structural coverage of protein-sequence space with high-accuracy models
Nucleic Acids Res. · 2021
2,720
cited
KinectFusion: real-time 3D reconstruction and interaction using a moving depth camera
ACM Symposium on User Interface Software and Technology · 2011
2,542
cited
Highly accurate protein structure prediction for the human proteome
Nature · 2021
2,344
cited
Competition-level code generation with AlphaCode
Science · 2022
1,918
cited
Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
arXiv.org · 2025
1,636
cited
Scientific discovery in the age of artificial intelligence
Nature · 2023
1,351
cited
Accurate proteome-wide missense variant effect prediction with AlphaMissense
Science · 2023
1,315
cited
Robust Higher Order Potentials for Enforcing Label Consistency
2008 IEEE Conference on Computer Vision and Pattern Recognition · 2008
1,039
cited
Effective gene expression prediction from sequence by integrating long-range interactions
Nature Methods · 2021
990
cited
Deep Convolutional Inverse Graphics Network
Neural Information Processing Systems · 2015
946
cited
Quantum error correction below the surface code threshold
Nature · 2024
839
cited
Magnetic control of tokamak plasmas through deep reinforcement learning
Nature · 2022
826
cited
The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision
International Conference on Learning Representations · 2019
790
cited
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