Jonathan Godwin

Hôpital Necker-Enfants Malades — France

Biochemistry, Genetics and Molecular Biology · Life Sciences

34h-index10.4kcitations83works20.02yr avg
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Research Topics

Genomics and Chromatin Dynamics(13), Microtubule and mitosis dynamics(12), Machine Learning in Materials Science(10), Reproductive Biology and Fertility(8), Advanced Graph Neural Networks(7)

Publications83 total

Mofasa: A Step Change in Metal-Organic Framework Generation
arXiv (Cornell University)·2025Open Access
How colorism gets “under the skin”: The role of ethnic-racial discrimination and diurnal cortisol in the physical health of African American and Latino young adults
Psychoneuroendocrinology·2025· 1 cited
The STARD-AI reporting guideline for diagnostic accuracy studies using artificial intelligence
Nature Medicine·2025· 40 citedOpen Access
Orb-v3: atomistic simulation at scale
ArXiv.org·2025· 11 citedOpen Access
A practical guide to machine learning interatomic potentials – Status and future
Current Opinion in Solid State and Materials Science·2025· 109 citedOpen Access
Band-Gap Regression with Architecture-Optimized Message-Passing Neural Networks
Chemistry of Materials·2025· 1 citedOpen Access
Training speedups via batching for geometric learning: an analysis of static and dynamic algorithms
ArXiv.org·2025· 1 citedOpen Access
Direct specification of lymphatic endothelium from mesenchymal progenitors
Nature Cardiovascular Research·2025· 14 citedOpen Access
Training speedups via batching for geometric learning: an analysis of static and dynamic algorithms
Open MIND·2025Open Access
Orb: A Fast, Scalable Neural Network Potential
arXiv (Cornell University)·2024· 31 citedOpen Access
An integrated approach identifies the molecular underpinnings of murine anterior visceral endoderm migration
Developmental Cell·2024· 12 citedOpen Access
Band-gap regression with architecture-optimized message-passing neural networks
arXiv (Cornell University)·2023· 1 citedOpen Access
Internet of Things Based Smart Metal Detector for Washing Machine
2023
Single-cell phenomics reveals behavioural and mechanical heterogeneities underpinning collective migration during mouse anterior patterning
2023· 7 citedOpen Access
Learned Force Fields Are Ready For Ground State Catalyst Discovery
arXiv (Cornell University)·2022· 15 citedOpen Access
Pre-training via Denoising for Molecular Property Prediction
arXiv (Cornell University)·2022· 30 citedOpen Access
ASPP2 maintains the integrity of mechanically stressed pseudostratified epithelia during morphogenesis
Nature Communications·2022· 21 citedOpen Access
Learned Coarse Models for Efficient Turbulence Simulation
arXiv (Cornell University)·2021· 24 citedOpen Access
Prion-like domains drive CIZ1 assembly formation at the inactive X chromosome
The Journal of Cell Biology·2021· 23 citedOpen Access
Automap: Towards Ergonomic Automated Parallelism for ML Models
arXiv (Cornell University)·2021· 5 citedOpen Access
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Frequent Co-authors

Neil Brockdorff(9), Peter Battaglia(7), Kim Nasmyth(7), Tatyana B. Nesterova(6), Álvaro Sánchez‐González(5), John Iacomini(5), Ahmed Rattani(5), Hutan Ashrafian(4), Ara Darzi(4), Dominic King(4), Jeffrey De Fauw(4), Shravya Shetty(4), Mohamed H. Sayegh(4), Kikuë Tachibana-Konwalski(4), Alan Karthikesalingam(3), Christopher Kelly(3), Tobias Pfaff(3), Paolo Fiorina(3), Mollie Jurewicz(3), Reza Abdi(3)