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and innovative data science solutions. Some of our current projects include multiscale modeling of respiratory infections, multiscale modeling of ovarian cancer progression, developing tools
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(https://www.olcf.ornl.gov/frontier ) and plant phenotyping (https://www.ornl.gov/appl ). GPTgp is a pilot project initiated in September 2025 with funding from the US Department of Energy and will
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and most sustainable, the fully autonomous and super-controlled, the bioinspired and maximally enduring. We employ a range of methodologies: design thinking, multiscale modeling, physics-based
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fusion energy systems. This includes developing new machine learning models and software for scale-bridging and physics coupling in multiscale and multiphysics simulation codes for materials science and
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learning, mathematical analysis, mathematics of data, modeling & simulation, multiscale methods, numerical analysis, optimization, ordinary and partial differential equations, numerical solvers, quantum
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for translating complex data to the point of care. DBMI is the academic home for over 30 tenure-track faculty who use genome-scale biology, multiscale modeling, mathematical physiology, simulation, machine learning
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, DeepFDM, MINO, etc., but also other methods for generative models in function spaces. Develop multiscale (resolution-invariant) AI models for wave kinematics and sea loads on ships, considering also phase
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of Community Multiscale Air Quality (CMAQ) program, Sparse Matrix Operator Kerner Emissions (SMOKE) program, Data Assimilation, Surrogate Tools, and other modeling skillsets. Instructions to Applicants: For full
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. Discovery of Brainwide Neural-Behavioral Maps via Multiscale Unsupervised Structure Learning. Science 344, 386–392 (2014). Winding, M. et al. The connectome of an insect brain. Science 379, eadd9330 (2023
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• Effective communication skills Preferred Qualifications • Expertise in one of the following areas: Environmental or Performance Physiology, Machine Learning, Motion Analysis, Multiscale Modeling