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, probabilistic models Representation learning, self-supervised learning, foundation models Data analysis, non-linear statistics, knowledge management Your profile PhD in Computer Science, Bioinformatics
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deformable materials in unstructured environments, with applications in industry, healthcare and domestic robotics. Key Research Topics Robotic manipulation of deformable linear (e.g., cables) and surface
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Postdoctoral Appointee - Uncertainty Quantification and Modeling of Large-Scale Dynamics in Networks
Knowledge in modeling and algorithms for large-scale ordinary differential equations (ODEs) and differential-algebraic equations (DAEs) Proficiency in a scientific programming language (e.g., C, C++, Fortran
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linear ballistic accumulator models, diffusion models, biased competition models, or Bayesian models. During the employment, the candidate is expected to engage in the development of computational models
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, Proteomics, Metabolomics, and Lipidomics datasets, generated from pneumonia and tuberculosis cohorts with rich clinical data - Advanced modeling of post tuberculosis lung disease risk using generalized linear
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research papers at national or international conferences and communicate complex information to specialists and within the wider academic community. 5. Experience in algebraic number theory
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. The faculty members’ research covers a broad range of areas, including scientific computing, algebra and number theory, differential equations and dynamic systems, statistics and data science, etc. More than
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Experience in modeling hydraulic fracturing and carbon sequestration Experience in Multiphysics modeling in solid mechanics framework Experience in non-linear solid material response and fracture modeling
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. Preferred Qualifications Experience with: C/C++, Python, MATLAB, ROS 1 and 2, OpenCV, Unity, GPU programming, linear and nonlinear control theory, supervised, unsupervised and reinforcement learning, Torch
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closely related fields. Experience in some of the following topics: isotope analysis, mass spectrometry, laser spectroscopy, laser cooling and trapping of neutral atoms, non-linear optics, and ultra-high