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contents in a robust, interpretable, and industrially deployable manner. The PhD project will develop a unified framework combining multi-degree-of-freedom dynamic modeling, high-bandwidth nonlinear
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et al, 2nd edition https://www.genome-scale.info/ ). The candidate will develop efficient programs that implement the designed algorithms, and run computational analyses. The results can be confronted
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scales than conventional electronic-structure methods. However, the development of such models typically requires very large training datasets generated from computationally expensive calculations, which
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French National Research Institute for Agriculture, Food, and the Environment (INRAE) | Jouy en Josas, le de France | France | about 2 months ago
Biology of Reproduction, Environment, Epigenetics, and Development (BREED), located in Jouy-en-Josas near Paris, France, conducts research on the various stages of embryonic and foetal development in
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team (https://research.pasteur.fr/en/team/machine-learning-for-integrative - genomics/) at Institut Pasteur, led by Laura Cantini, works at the interface of machine learning and biology (tools developed
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challenge for assessing induced seismic hazard and for the development of a clean and safe energy future. In this context, understanding the hydromechanical coupling between fluid pressure, fluid flow, and
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of stress generated in fish. Particular attention will be paid to measuring zootechnical, histological, physiological and molecular indicators that characterize the quality of gonadal development and
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the context of collaborations with wet-lab biologists, both on campus and with external partners. The role will primarily involve applying tools developed within the team, as well as standard single-cell
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driving trait evolution and progressive reproductive isolation up to speciation in living taxa. At the macroevolutionary scale, paleontologists have accrued data on how species diversity waxed and waned