The biennial International Conference on Monte Carlo Methods and Applications (MCM) (formerly IMACS Seminar on Monte Carlo Methods) is one of the most prominent conference series devoted to research on stochastic simulation and Monte Carlo methods. The 16th edition, MCM 2027, will take place from July 26 to July 30, 2027, at the University of Passau, Passau, Germany.
Topics
MCM 2027 will include active topics of research in Monte Carlo methods—those with a long history as well as those emerging topics. These will include
Markov chain Monte Carlo
Bayesian inference
Sequential Monte Carlo, particle filters
Rare event simulation
Multi-level Monte Carlo
Quasi Monte Carlo
Discrepancy theory
Simulation of stochastic differential equations
Uncertainty quantification
Complexity and tractability of multivariate problems
Monte Carlo simulation on high-performance architectures
Generative models from artificial intelligence
Stochastic gradient and other stochastic optimization methods
Statistical learning and Monte Carlo sampling
Reinforcement learning and control
Experimental design
Monte Carlo methods for quantum computers
Computational statistical physics
Economic, engineering, industrial, and scientific applications
Plenary Speakers
TBD
Organizers
David Krieg, University of Passau
Thomas Müller-Gronbach, University of Passau
Joscha Prochno, University of Passau
Daniel Rudolf, University of Passau
Scientific Committee
Yuansi Chen, Department of Mathematics, ETH Zürich
Ronald Cools, Department of Computer Science, KU Leuven
Josef Dick, School of Mathematics and Statistics, UNSW Sydney
Alain Durmus, CMAP, École Polytechnique Paris
Mike Giles, Mathematical Institute, U Oxford
Mark Girolami, Department of Engineering, U Cambridge
Michael Gnewuch, Institut of Mathematics, U Osnabrück
Emmanuel Gobet, Laboratoire de Probabilités, Statistique et Modélisation, Sorbonne U
Stefan Heinrich, Department of Computer Science, RPTU Kaiserslautern
Fred Hickernell, Faculty of Applied Mathematics, Illinois Institute of Technology Chicago
Arnulf Jentzen, Faculty of Mathematics and Computer Science, U Münster
Alexander Keller, NVIDIA
Peter Kritzer, Johann Radon Institute for Computational and Applied Mathematics, Austrian Academy of Sciences
Frances Kuo, School of Mathematics and Statistics, UNSW Sydney
Pierre L’Ecuyer, Département d’informatique et de recherche opérationnelle, U Montréal
Christiane Lemieux, Department of Statistics and Actuarial Science, U Waterloo
Youssef Marzouk, Department of Aeronautics and Astronautics, MIT Massachussets
Andreas Neuenkirch, Institute of Mathematics, U Mannheim
Erich Novak, Institute of Mathematics, U Jena
Art Owen, Department of Statistics, Stanford U
Klaus Ritter, Department of Mathematics, RPTU Kaiserslautern
Gareth Roberts, Department of Statistics, U Warwick
Claudia Schillings, Department of Mathematics and Computer Science, FU Berlin
Björn Sprungk, Faculty of Mathematics and Computer Science, TU Freiberg
Aretha Teckentrup, School of Mathematics, U Edinburgh
Bruno Tuffin, INRIA Rennes Bretagne-Atlantique
Mario Ullrich, Department of Mathematics, JKU Linz
Tino Ullrich, Faculty of Mathematics, U Chemnitz
Matti Vihola, Department of Mathematics and Statistics, U Jyväskylä
Jan Vybiral, Department of Mathematics, CVUT Prague
Larisa Yaroslavtseva, Institute of Mathematics and Scientific Computing, U Graz