Virginia Polytechnic Institute & State University (Virginia Tech) was awarded a $1,000,000 Project Grant from the National Science Foundation (NSF) Division of Information and Intelligent Systems. The award will support research from October 1, 2021 to September 30, 2025 under the NSF's Computer and Information Science and Engineering program (CFDA 47.070).
Specifically, Virginia Tech will conduct research titled "III:MEDIUM:PHYSICS-GUIDED MACHINE LEARNING FOR PREDICTING CELL TRAJECTORIES, SHAPES, AND INTERACTIONS IN COMPLEX DYNAMIC ENVIRONMENTS." This project aims to advance the use of physics-guided machine learning to model and predict cell behavior, movement, and interactions in complex and dynamic multi-cellular environments. Insights gained from this research could further scientific understanding of fundamental biological processes and potentially aid in applications such as tissue engineering and disease modeling.
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