Geometric MCMC for infinite-dimensional inverse problems

Mathematics

• Markov Chain Monte Carlo 84%
• Inverse Problem 65%
• Mixing Time 62%
• Crank-Nicolson 62%
• Markov Chain Monte Carlo Algorithms 39%
• Subspace 34%
• Mesh 25%
• Flow Control 23%
• Convergence Time 21%
• Finite-dimensional Approximation 20%
• Mesh Refinement 20%
• Probe 19%
• Infinite Dimensions 18%
• Sampling Distribution 18%
• Markov Chain Monte Carlo Methods 18%
• Infinite-dimensional Spaces 18%
• Complex Structure 17%
• Heat Conduction 17%
• Speedup 17%
• Incompressible Flow 17%
• Computational Cost 16%
• Posterior distribution 16%
• Function Space 14%
• Discretization 12%
• Context 10%
• Model 5%
• Class 4%

Physics & Astronomy

• Markov chains 100%
• mesh 30%
• sampling 27%
• function space 23%
• incompressible flow 20%
• retaining 18%
• conductive heat transfer 16%
• Monte Carlo method 14%
• costs 12%
• probes 9%
• geometry 9%
• approximation 8%

Engineering & Materials Science

• Inverse problems 88%
• Markov chains 79%
• Sampling 23%
• Incompressible flow 19%
• Monte Carlo methods 17%
• Heat conduction 17%
• Flow control 15%
• Geometry 9%
• Costs 6%