Jun 18, 2025 | Our work on microstructure representation with vision transformers is now published in Acta Materialia! The full text is also available on arXiv. |
Jun 15, 2025 | Our group presents at all three events co-located at the TMS Specialty Congress with Sheila’s presentation at AIM and Marat’s presentations at 3DMS and ICME. |
May 02, 2025 | Sheila receives the Herbert E. Carter Travel Award to present at the TMS Specialty Congress. |
Apr 30, 2025 | Thomas’ team wins the second prize at the MIT Water, Food, & Agricalture Innovation Competition. |
Apr 23, 2025 | Marat gives a seminar at the Applied Math program on selected problems in materials informatics. |
Apr 18, 2025 | Samiah defends her Master’s thesis on eutectic and peritectic equilibria in coherent binary alloys. |
Apr 14, 2025 | Thomas defends his Master’s thesis on accelerated design of sustainable concrete. |
Apr 14, 2025 | Guangyu presents his research on graph neural networks at the MSE Graduate Seminar. |
Apr 07, 2025 | Sheila gives an invited seminar at the Materials Informatics Webinar organized by NASA Glenn Research Center. |
Mar 18, 2025 | Guangyu submits a solution to an industry problem as part of applied math hackathon |
Feb 02, 2025 | A new preprint on machine learning of properties with microstructure description using vision transformers is live on arXiv! |
Jan 21, 2025 | Marat receives the NSF CAREER award that will support fundamental research of damage in sustainable aluminum alloys and MGI workforce development. |
Dec 03, 2024 | Sheila passes comprehensive exam in Applied Math GIDP. Congratulations! |
Nov 05, 2024 | Thomas presents his research on accelerated design of sustainable concrete at ACI Concrete Convention in Philadelphia, PA. |
Oct 15, 2024 | Our work on GNNs predicting FIPs in large polycrystals is now published in Scripta Materialia! |
Oct 10, 2024 | We now accept applications from MSE undergrads for 2025 MateriAlZ Winter School! |
Sep 05, 2024 | A new preprint on spatially resolved chord length distribtuions is live on arXiv! |
Sep 01, 2024 | New students: Eric, Hao, Saege, I-Tzu, and Aditya join the group. Welcome! |
Aug 05, 2024 | Thomas is selected for a Sulzer Mines Scholarship. Congratulations! |
Jul 01, 2024 | Dr. Jiayang Wang from Penn State joins us as a postdoctoral research associate. Welcome, Jiayang! |
Jun 24, 2024 | Marat joins Los Alamos National Lab for a summer month as an ISTI Distinguished Faculty Scholar. |
Jun 20, 2024 | Our paper on graph neural networks for polycrystals is published in Computational Materials Science. |
Jun 18, 2024 | Sheila gives an oral presentation on modeling microstructure–property relationships of materials with transformers at a CVPR workshop in Seattle, WA. |
Jun 12, 2024 | A new preprint on modeling fatigue indicators parameters with graph neural networks is live on arXiv! |
Apr 18, 2024 | Guangyu presents graph neural networks for polycrystals at the Machine Learning and Simulations seesion of the MRS Spring Meeting in Seattle, WA. |