Benedict Leimkuhler

1. Adaptive stepsize algorithms for Langevin dynamics
   2024/03/18 by Alix Leroy, Benedict Leimkuhler, Leroy, Alix +5 · 2 citations
   Computer Science · Neuroscience · #Neural Networks and Applications #Neural dynamics and brain function #Neural Networks and Reservoir Computing
2. Unbiased Kinetic Langevin Monte Carlo with Inexact Gradients
   2023/11/08 by Neil K. Chada, Benedict Leimkuhler, Chada, Neil K. +5 · 1 citation
   Computer Science · Mathematics · #62F15 #65C05 #65C30 #65C40 #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #Numerical Analysis (math.NA)
3. Efficient Langevin sampling with position-dependent diffusion
   2025/01/06 by Eugen Bronasco, Benedict Leimkuhler, Bronasco, Eugen +5 · 2 citations
   Computer Science · Medicine · #05C05 #37M25 #41A58 #60H35 #65L06 #Advanced MRI Techniques and Applications #Bayesian Methods and Mixture Models #FOS: Mathematics #Numerical Analysis (math.NA) #Topological and Geometric Data Analysis
4. Numerical integrators for confined Langevin dynamics
   2024/04/25 by Benedict Leimkuhler, Akash Sharma, Leimkuhler, B. +3 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #37H10 #60H10 #60H35 #65C30 #FOS: Mathematics #Numerical Analysis (math.NA) #Probability (math.PR) #Quantum Information and Cryptography #Spectroscopy Techniques in Biomedical and Chemical Research #Spectroscopy and Quantum Chemical Studies