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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
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to develop novel ecological information, data products, and tools. The focus of this position is developing methods to disentangle dynamic, multiscale ecological signals from large, noisy observational data
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of interest include but are not limited to multiscale/multiphysics modeling and simulation (M&S), intelligent control and operation of advanced nuclear systems, data science and machine learning (ML