Prof. Adam Wierman — Research Profile

Bipedal robotics, hybrid systems, Zeno behavior, prosthetic devices

mathematics of computer graphics, developmental biology and molecular modeling, GPU computing

Data Assimilation, Inverse Problems, Stochastic Modeling

Neural Operators, tensor methods, probabilistic latent variable models, analysis of non-convex optimization

communications theory, information theory, adaptive and statistical signal processing, robust and distributed control, machine learning, high-dimensional statistics, convex optimization, random matrices

computational complexity, randomness in computation, algebraic complexity and algorithms, hardness of approximation