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multiscale model describing the response of chondrocytes to mechanical and biochemical stimuli. This model will integrate established subcellular signalling pathways that regulate switching between homeostatic
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-particle physics, predictive modeling, and AI-enabled digital twins for magnetically confined fusion plasmas in tokamaks. The research will combine high-fidelity simulations, reduced transport modeling
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structures but also free energies. The work sits at the interface of statistical mechanics, molecular simulation, and deep generative modeling, and is embedded in SIMPLAIX, a research initiative on multiscale
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) or b) clarified below. a) Expertise in atmospheric chemical transport model development and application, with experience using the CSC – IT Center for Science’s Finnish supercomputing facilities
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interpret novel two-dimensional multiscale mathematical models of mechanical regulation of plant development and regeneration in close collaboration with members of the GreenTE consortium, in particular
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, ligand GaMD). ● Experience building and interpreting Markov State Models or comparable approaches for identifying metastable states and conformational transitions. ● Proficiency in Python and
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advanced multiscale mechanical–transport modelling with experimental validation to quantify and predict the structural evolution of both the selective skin layer and the polymeric support layer under
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Duke University - Biochemistry & Cell Biology | Durham, North Carolina | United States | about 2 months ago
virtual cells, drug-target interactions, biomarker discovery, or other AI/ML approaches for spatial, multi-omic, genomic, and proteomic datasets, biological imaging, or multiscale modeling. Particular
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various aspects of the process—such as thermodynamics, dissolution/growth kinetics, growth interface dynamics, and the generation and elimination of defects—through a multiscale and multiphysics approach
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to understand and communicate its key technological aspects Essential Application Experience of work in multiscale materials modelling Essential Application Experience of traditional metals processing of titanium