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Field
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literature articles, develop new ideas, and assimilate the information into his/her project design/interpretation. Dissemination of studies: Interact on a regular basis with their faculty mentor and members
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focuses on hybrid traffic flow modelling such as Physics inspired Neural Nets (PiNNs) or “ML inspired” traffic models. PhD2 focuses on data assimilation and estimating start and boundary conditions such as
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transfer (CHT) or fluidic manifold optimization Experience with machine learning/AI (PyTorch or TensorFlow), reduced-order modeling (ROM), or data assimilation (DA) Experience with GPU programming (CUDA and
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or environmental models. Demonstrated experience with AI (ML/DL), data assimilation, or advanced statistical modeling for environmental or water resources applications. Experience working with large, multi-source
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National Aeronautics and Space Administration (NASA) | Greenbelt, Maryland | United States | 13 days ago
smoldering. This project will focus on utilizing these fire products in a global atmospheric data assimilation framework. Activities that would be involved in this project include (but are not limited
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National Aeronautics and Space Administration (NASA) | Greenbelt, Maryland | United States | 13 days ago
marine planktonic ecosystems. For example, the 2019-2020 Australian wildfires triggered widespread phytoplankton blooms, evidenced in chlorophyll data obtained from satellite remote sensing and in situ
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notebook, prepare publication-quality manuscripts (including figures and tables) and publish in peer-reviewed literature. Read literature articles, develop new ideas, and assimilate the information into his
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or cryoEM. Knowledge/Skills/Abilities Assimilate information, reason, and communicate effectively with students and colleagues. Participate in University and community activities, especially as they may