Gabriel Ponon

Employment

Employment history is unavailable.

Education

• Case School of Engineering, Case Western Reserve University B.S.E Materials Science and Engineering
  2021 - 2024

Projects & Funding

Projects & funding information is unavailable.

Publications (4)

• Uncertainty quantification in machine learning models on synchrotron diffraction patterns
  Ayorinde E. Olatunde, Weiqi Yue, Gabriel Ponon +4 more
  Machine Learning: Engineering 2026 DOI: 10.1088/3049-4761/ae6f15
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• Federated learning for 2D synchrotron x-ray diffractometry: a cross-institutional approach for phase quantification of Ti–6Al–4V alloy
  Machine Learning: Science and Technology 2026 DOI: 10.1088/2632-2153/ae55f8
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• Materials Data Science Ontology(MDS-Onto): Unifying Domain Knowledge in Materials and Applied Data Science
  Scientific Data 2025 DOI: 10.1038/s41597-025-04938-5
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• Phase Identification in Synchrotron X-ray Diffraction Patterns of Ti–6Al–4V Using Computer Vision and Deep Learning
  Integrating Materials and Manufacturing Innovation 2024 DOI: 10.1007/s40192-023-00328-0
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