We are glad to announce a workshop dedicated to the research field of dynamical low-rank approximation.
The present event aims at establishing and strengthening communication across international and interdisciplinary boundaries,
to connect applied and theoretical researchers, and to communicate newly developed methods as well as
requirements that arise in applications from different areas.
The workshop has been generously sponsored by the EPFL Bernoulli centre in collaboration with the EPFL ANCHP's chair.
Speakers (in alphabetical order):
- Hassem Babaee
(University of Pittsburgh)
Sparse Sampling for Scalable Low-Rank Approximation with Time-Dependent Bases with Applications to Turbulent Combustion and Uncertainty Quantification - Federico Carollo
(Eberhard Karls Universität Tübingen)
Numerical simulation of open quantum many-body dynamics with tensor networks: absorbing-state phase transition and long-range interactions - Sergey Dolgov
(University of Bath)
Parallel time-dependent variational principle algorithm for matrix product states - Antonio Falco
(Universidad CEU Cardenal Herrera)
Geometric Structures in Tensor Representations - Nicola Guglielmi
(Gran Sasso Science Institute)
Low rank approximation of dominant eigenfunctions of matrix valued operators - Jingwei Hu
(University of Washington)
A conservative dynamical low-rank method for the Vlasov equation via a new macro-micro decomposition - Yoshihito Kazashi
(University of Strathclyde)
- Othmar Koch
(University of Vienna)
Low-rank Approximation of Time-dependent Tensors and Wave-functions - Julian Koellermeier
(University of Groningen)
Model reduction of shallow water moment equations using DLRA - Christian Lubich
(Eberhard Karls Universität Tübingen)
Dynamical low-rank approximation: old horizons - Fabio Nobile
(École Polytechnique Fédérale de Lausanne)
Dynamical low rank approximation of random PDEs: analysis and discretization - Anthony Nouy
(Nantes Université)
Optimal sampling for L2 approximation: from linear to nonlinear models - Ivan Oseledets
(Skolkovo Institute of Science and Technology)
- Carmen Scalone
(Università dell'Aquila)
A robust and conservative dynamical low rank integrator for the Vlasov-Poisson equation - Stefan Schnake
(Oak Ridge National Laboratory)
A Predictor-Corrector Strategy for Adaptivity in Dynamical Low-Rank Approximations - Francesco Tudisco
(Gran Sasso Science Institute)
Efficient training of low-rank neural networks - Jiří Vaníček
(École Polytechnique Fédérale de Lausanne)
Gaussian wavepacket dynamics from the perspective of a nonlinear Schrödinger equation and applications to spectroscopy
Venue and dates:
The workshop takes place at the EPFL Bernoulli Center, from the 22nd to the 24th of May 2023.
Design: TEMPLATED.