January 2024
Phase Identification in Synchrotron X-ray Diffraction Patterns of Ti–6Al–4V Using Computer Vision and Deep Learning
Yue, W., Tripathi, P.K., Ponon, G. et al. Phase Identification in Synchrotron X-ray Diffraction Patterns of Ti–6Al–4V Using Computer Vision and Deep Learning. Integrating Materials and Manufacturing Innovation 13, 36–52 (2024). https://doi.org/10.1007/s40192-023-00328-0
dECEMBER 2023
Accelerating Time to Science using CRADLE: A Framework for Materials Data Science
Arafath Nihar, Thomas Ciardi, Rounak Chawla, Olatunde D. Akanbi, Vipin Chaudhary, Yinghui Wu, and Roger H. French. “Accelerating Time to Science Using CRADLE: A Framework for Materials Data Science.” Goa, India: IEEE, 2023. https://doi.org/10.1109/HiPC58850.2023.00041.
Materials Data Science Using CRADLE: A Distributed, Data-centric Approach
Thomas G. Ciardi, Arafath Nihar, Rounak Chawla, Pawan K. Tripathi, Yinghui Wu, Vipin Chaudhary, and Roger H. French. “Materials Data Science Using CRADLE: A Distributed, Data-Centric Approach.” MRS Communications, December 11, 2023.
Image Processing Pipeline for Fluoroelastomer Crystallite Detection in Atomic Force Microscopy Images
Lu, Mingjian, Sameera Nalin Venkat, Jube Augustino, David Meshnick, Jayvic Cristian Jimenez, Pawan K. Tripathi, Arafath Nihar, et al. “Image Processing Pipeline for Fluoroelastomer Crystallite Detection in Atomic Force Microscopy Images.” Integrating Materials and Manufacturing Innovation 12, no. 4 (December 1, 2023): 371–85. https://doi.org/10.1007/s40192-023-00320-8.
Enhancing Scientific Image Classification through Multimodal Learning: Insights from Chest X-Ray and Atomic Force Microscopy Datasets
Meshnick, David C., Nahal Shahini, Debargha Ganguly, Yinghui Wu, Roger H. French, and Vipin Chaudhary. “Enhancing Scientific Image Classification through Multimodal Learning: Insights from Chest X-Ray and Atomic Force Microscopy Datasets.” In 2023 IEEE International Conference on Big Data (BigData), 2211–20, 2023. https://doi.org/10.1109/BigData59044.2023.10386478.
