On the Frontiers of High Dimensional Computation

Description

High dimensional computation is a new frontier in scientific computing, with applications ranging from particle physics, chemical reactions, groundwater flow, heat transport, and wave propagation, to financial mathematics, risk management, and parameter estimation. Often the difficulties come from uncertainty or randomness in the data, and they present major challenges in the areas of data science and uncertainty quantification. This workshop provides a forum for interaction between Australian and international experts on the theory and application of high dimensional computation, including quasi-Monte Carlo and sparse grid methods, information based complexity, discrepancy and approximation theory, computational and Bayesian inverse problems, multi-level and multi-index techniques, energy and point configuration on spheres and manifolds, PDEs with random coefficients or boundaries, and more, with the aim to establish new collaborations.

Period	4 Jun 2018 → 15 Jun 2018
Event type	Workshop
Location	Creswick, Australia, VictoriaShow on map
Degree of Recognition	International