Computational and Data-Intensive Science

Machine learning and artificial intelligence with rigorous statistical guarantees

Scalable mathematical and statistical methods for large-scale and complex data

Inverse problems, discrete and infinite-dimensional systems

Methods for noisy, incomplete, and high-uncertainty data

Mathematical and statistical foundations of quantum computing