Petrus H. Zwart

Materials Science · Physical Sciences

21h-index2.9kcitations82works1.82yr avg
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Research Topics

Enzyme Structure and Function(29), Advanced X-ray Imaging Techniques(14), Advanced Electron Microscopy Techniques and Applications(12), Photosynthetic Processes and Mechanisms(9), Scientific Computing and Data Management(9)

Publications81 total

Conformal Tradeoffs: Guarantees Beyond Coverage
ArXiv.org·2026Open Access
Conformal Tradeoffs: Guarantees Beyond Coverage
arXiv (Cornell University)·2026Open Access
EcoBOT: an AI/ML enabled automated phenotyping capability for model plants
Frontiers in Plant Science·2025Open Access
(<i>Invited</i>) Pathogen Agnostic Biosensors - Biopreparedness and Defense Against Emerging Threats
ECS Meeting Abstracts·2025
Optimizing inference of segmentation on high-resolution images in MLExchange
The Journal of Supercomputing·2025· 3 citedOpen Access
A machine-learning-driven data labeling pipeline for scientific analysis in <i>MLExchange</i>
Journal of Applied Crystallography·2025Open Access
Hyperspectral segmentation of plants in fabricated ecosystems
Frontiers in High Performance Computing·2025· 2 citedOpen Access
Hyperspectral Segmentation of Plants in Fabricated Ecosystems
2024Open Access
qlty: Handling large tensors in scientific imaging deep-learning workflows
Software Impacts·2024· 5 citedOpen Access
Long-Term, Non-Invasive Detection of Low-Dose Ionizing Radiation Exposure
ECS Meeting Abstracts·2024Open Access
AI@ALS Workshop Report: Machine Learning Needs at the Advanced Light Source
Synchrotron Radiation News·2024· 3 cited
Towards Autonomous Synchrotron Fourier Transform Infrared Microscopy
Microscopy and Microanalysis·2024
DLSIA: Deep Learning for Scientific Image Analysis
Journal of Applied Crystallography·2024· 11 citedOpen Access
Autonomous Infrared Absorption Spectroscopy
2023
Autonomous Control and Analysis of Fabricated Ecosystems
2023
Image Segmentation using U-Net Architecture for Powder X-ray Diffraction Images
arXiv (Cornell University)·2023· 1 citedOpen Access
DLSIA: Deep Learning for Scientific Image Analysis
arXiv (Cornell University)·2023Open Access
Deploying machine learning based segmentation for scientific imaging analysis at synchrotron facilities
Electronic Imaging·2023· 5 citedOpen Access
MLExchange: A web-based platform enabling exchangeable machine learning workflows for scientific studies
2022· 8 citedOpen Access
A comparison of deep-learning-based inpainting techniques for experimental X-ray scattering
Journal of Applied Crystallography·2022· 16 citedOpen Access
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Frequent Co-authors

Nicholas K. Sauter(16), Paul D. Adams(15), Jan Kern(14), Roberto Alonso‐Mori(13), Vittal K. Yachandra(13), Uwe Bergmann(13), Junko Yano(13), Raymond G. Sierra(12), Dimosthenis Sokaras(12), Johannes Messinger(12), Athina Zouni(12), Rosalie Tran(11), Johan Hattne(11), Nathaniel Echols(11), Hartawan Laksmono(11), Sébastien Boutet(11), Alexander Hexemer(11), Benedikt Lassalle‐Kaiser(10), M. Seibert(10), Michael J. Bogan(10)