PT
Pawan K. Tripathi
Argonne National Laboratory, Case Western Reserve University, National Yang Ming Chiao Tung University College of Science, Indian Institute of Technology Roorkee
Research areas: Materials Science · Materials Chemistry · Machine Learning in Materials Science · X-ray Diffraction in Crystallography · Research Data Management Practices
0000-0002-8604-7744
Employment
- 2025 - Present
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Case Western Reserve University Research Assistant Professor2024 - Present
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Case Western Reserve University Case School of Engineering Postdoctoral Fellow2022 - 2024
Education
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National Yang Ming Chiao Tung University College of Science Dual-degree Ph.D.2019 - 2021
- 2012 - 2014
Projects & Funding
Projects & funding information is unavailable.
Publications (24)
- Uncertainty quantification in machine learning models on synchrotron diffraction patterns Save
- Federated learning for 2D synchrotron x-ray diffractometry: a cross-institutional approach for phase quantification of Ti–6Al–4V alloy Save
- Context Determines Optimal Architecture in Materials Segmentation Save
- Generalized graph foundation models as versatile data-driven digital twins for complex technological systems Save
- Automated Image Segmentation and Processing Pipeline Applied to X‐Ray Computed Tomography Studies of Pitting Corrosion in Aluminum Wires Save
- A Perspective on Synchrotron Data Science Save
- Computer Vision and Machine Learning Pipelines for Nucleation and Growth Studies of AlN from Metal Alloy Melts Save
- Thermal Stability of Microstructure on Heat Treatment of Friction Stir Welded AA2014-T651 Aluminum Joints Save
- L-PBF High-Throughput Data Pipeline Approach for Multi-modal Integration Save
- Phase Identification in Synchrotron X-ray Diffraction Patterns of Ti–6Al–4V Using Computer Vision and Deep Learning Save
- A data integration framework of additive manufacturing based on FAIR principles Save
- Exploring 2D X-ray diffraction phase fraction analysis with convolutional neural networks: Insights from kinematic-diffraction simulations Save
- Towards a study protocol: A data-driven workflow to identify error sources in direct ink write mechatronics Save
- Image Processing Pipeline for Fluoroelastomer Crystallite Detection in Atomic Force Microscopy Images Save
- Approaches to measure volume fraction of surface composites fabricated by friction stir processing: A review Save
- Effect of pressure on stacking fault energy and deformation behavior of face-centered cubic metals Save
- Recent progress in oxidation behavior of high-entropy alloys: A review Save
- Role of interface morphology on the martensitic transformation in pure Fe Save
- Role of interface morphology on the martensitic transformation in pure Fe Save
- Role of interface morphology on the martensitic transformation in pure Fe Save