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possible including algebra, analysis, combinatorics, control theory, dynamical systems, geometry, numerical analysis, probability, statistics, stochastic analysis/control, partial differential equations, set
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map Computational modeling of bone regeneration (partial differential equations) Bringing novel, cutting-edge approaches (e.g. PINNs) to modeling of regenerative processes Parameter optimization and
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, scientific computation, probability, optimal control, ordinary, partial, and stochastic differential equations, and dynamical systems; and applications of mathematics to biology, finance, and industrial
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(PINNs), Biologically Informed Neural Networks (BINNs), and sparse-regression based techniques to derive interpretable and computationally efficient differential equation models from computationally
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of areas of Computational Mathematics, Data Sciences, Differential Geometry, Partial Differential Equations, Probability and Statistics. The candidates for appointment at the rank of Full Professor must have
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of the following topics is essential for this position: differential equations, operator spectral theory, linear vector spaces, differential geometry, boundary-value problems, Green's functions, variational
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affect dynamic systems such as turbulence, water waves, and compressible fluid motion. The research will focus on hyperbolic-parabolic partial differential equations, nonlinear wave equations, and
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probability theory or differential equations, and courses related to the successful candidate’s area of expertise. Expectations are teaching 3 courses per semester (or 9 credit hours per semester
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or differential equations, and courses related to the successful candidate’s area of expertise. Expectations are teaching 3 courses per semester (or 9 credit hours per semester), establishing a productive research
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AND four years of relevant experience with computational modeling, particularly differential equations modeling, and parameterization from experimental data. OR Equivalent education and/or experience