Thursday 21 November 2024
Algorithms and modeling in the areas of stochastic processes, data mining, and statistics
Computational and theoretical multiphase fluid dynamics with applications to sedimenting systems and surface tension dominated flows
Analytical and computational modeling of linear and nonlinear waves applied to ultrafast optics, Bose-Einstein condensates, and solar science
Fluid dynamics, numerical analysis, scientific computing, mathematical biology, partial differential equations, applications in biology and oceanography
Wave propagations in random media applied to biomedical optical imaging and wireless communications
Stochastic modeling, scientific computing, computational fluid dynamics, machine-learning-based surrogate modeling, chemical applications
Lower-dimensional topology and geometry
Optimization, Signal Processing, Data Science, Machine Learning, Linear Algebra
Large-scale inverse problems, PDE-constrained optimization, uncertainty quantification, optimal experimental design
Mathematical and computational biology, machine learning, functional genomics
Mathematical modeling of biological systems, machine learning for image processing, inverse problems
Mathematical and computational biology, specifically in analytical and computational modeling of prion transmission in yeast and genetic structural variants
Computational science, numerical analysis, scientific and high-performance computing, computational fluid dynamics
Computational science, numerical analysis, mathematical modeling applied to plasma physics
Wave propagation and imaging in complex media with applications in remote sensing, geophysics, microwave imaging and optics
Numerical analysis, scientific computing, structure-preserving discretizations, Bayesian inference, Hamiltonian Monte Carlo, scientific machine learning
