Scholar
Pedro O. Pinheiro
Google Scholar ID: BU6f7L4AAAAJ
Prescient Design, Genentech
Machine Learning
Computer Vision
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Citations & Impact
All-time
Citations
4,147
H-index
21
i10-index
27
Publications
20
Co-authors
20
list available
Contact
Email
https://mailhide.io/e/JxjG0
GitHub
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LinkedIn
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Publications
4 items
Beyond Atoms: Evaluating Electron Density Representation for 3D Molecular Learning
2025
Cited
0
Unified all-atom molecule generation with neural fields
2025
Cited
0
Pharmacophore-based design by learning on voxel grids
2025
Cited
0
Score-based 3D molecule generation with neural fields
2025
Cited
0
Resume (English only)
Academic Achievements
‘Implicit generative property enhancer’, NeurIPS 2025, first author.
‘Unified all-atom molecule generation with neural fields’, NeurIPS 2025, co-first author.
‘Score-based 3D molecule generation with neural fields’, NeurIPS 2024, co-first author.
‘Structure-based drug design by denoising voxel grids’, ICML 2024, first author.
‘3D Molecule generation by denoising voxel grids’, NeurIPS 2023, first author.
Contributed to ‘DyAb: sequence-based antibody design and property prediction in a low-data regime’, bioRxiv 2025.
Contributed to ‘An RNA foundation model enables discovery of disease mechanisms and candidate therapeutics’, bioRxiv 2023.
Co-authors
20 total
Ronan Collobert
Machine Learning Research, Apple
Negar Rostamzadeh
Research Scientist at Google Research
Piotr Dollár
FAIR
Tsung-Yi Lin
Research Scientist, NVIDIA
David Vázquez
ServiceNow Research, ELLIS member
Issam H. Laradji
Sr Manager Research Scientist at ServiceNow & Adjunct Professor at University of British Columbia
Florian Golemo
MILA & ElementAI
Boris N. Oreshkin
Principal Scientist at Amazon
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