On the Frontiers of High Dimensional Computation

Brauchart, J. (Participant)

Activity: Participation in or organisation ofWorkshop, seminar or course (Participation in/Organisation of)


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.
Period4 Jun 201815 Jun 2018
Event typeWorkshop
LocationCreswick, Australia, Victoria
Degree of RecognitionInternational

Treatment code (Nähere Zuordnung)

  • Basic - Fundamental (Grundlagenforschung)

Fields of Expertise

  • Information, Communication & Computing