MCMC Using Hamiltonian Dynamics

• Euclid : Field-level inference of primordial non-Gaussianity and cosmic initial conditions

  2026 Astronomy and Astrophysics article Physics and Astronomy Cosmology and Gravitation Theories Open access

  2

  citations
• A SPARSE BASIS FOR EQUILIBRIUM STRESS FIELDS WITH APPLICATION FOR DIRECT DATA-DRIVEN MECHANICS

  2025 SSRN Electronic Journal preprint Engineering Numerical methods in engineering Open access

  0

  citations
• Global increase of lianas in tropical forests

  2024 Global Change Biology article Environmental Science Ecology and Vegetation Dynamics Studies Open access

  17

  citations
• Modelling scale effects in rating data: a Bayesian approach

  2024 Quality & Quantity article Mathematics Statistical Methods and Bayesian Inference Open access

  4

  citations
• Enhanced Hamiltonian Monte Carlo simulations using Hamiltonian neural networks

  2023 PAMM article Mathematics Markov Chains and Monte Carlo Methods Open access

  3

  citations
• A Metropolized Adaptive Subspace Algorithm for High-Dimensional Bayesian Variable Selection

  2022 Bayesian Analysis article Mathematics Markov Chains and Monte Carlo Methods Open access

  2

  citations
• Uncertainty quantification of geologic model parameters in 3D gravity inversion by Hessian-informed Markov chain Monte Carlo

  2022 Geophysics article Earth and Planetary Sciences Geological Modeling and Analysis

  19

  citations
• Plateau proposal distributions for adaptive component-wise multiple-try metropolis

  2022 METRON article Mathematics Markov Chains and Monte Carlo Methods Open access

  1

  citations
• Open AR-Sandbox: A haptic interface for geoscience education and outreach

  2022 Geosphere article Computer Science Augmented Reality Applications Open access

  16

  citations
• Generalized parallel tempering on Bayesian inverse problems

  2021 Statistics and Computing article Mathematics Markov Chains and Monte Carlo Methods Open access

  12

  citations
• Model-Based Probabilistic Inversion Using Magnetic Data: A Case Study on the Kevitsa Deposit

  2021 Geosciences article Earth and Planetary Sciences Geological Modeling and Analysis Open access

  15

  citations
• Construction and assessment of prediction rules for binary outcome in the presence of missing predictor data using multiple imputation and cross‐validation: Methodological approach and data‐based evaluation

  2020 Biometrical Journal article Mathematics Statistical Methods and Bayesian Inference Open access cited by 2 patents

  20

  citations
• A radio parallax to the black hole X-ray binary MAXI J1820+070

  2020 Monthly Notices of the Royal Astronomical Society Letters article Physics and Astronomy Astrophysical Phenomena and Observations Open access

  130

  citations

13 results