Friday 20 September 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