Bayesian Calibration of Computer Models

• Bayesian data selection to quantify the value of data for landslide runout calibration

  2026 Nonlinear processes in geophysics article Environmental Science Landslides and related hazards Open access

  1

  citations
• QuadTune version 1: a regional tuner for global atmospheric models

  2025 Geoscientific model development article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

  0

  citations
• Selecting fitted models under epistemic uncertainty using a stochastic process on quantile functions

  2025 Nature Communications article Mathematics Statistical Methods and Inference Open access

  2

  citations
• Inferring Parameters in a Complex Land Surface Model by Combining Data Assimilation and Machine Learning

  2025 Journal of Advances in Modeling Earth Systems article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

  7

  citations
• Efficient Generation of Torsional Energy Profiles by Multifidelity Gaussian Processes for Hindered Rotor Corrections

  2024 Journal of Chemical Theory and Computation article Physics and Astronomy Advanced Chemical Physics Studies

  5

  citations
• Efficient Generation of Torsional Energy Profiles by Multifidelity Gaussian Processes for Hindered-Rotor Corrections

  2024 ChemRxiv preprint Physics and Astronomy Advanced Chemical Physics Studies Open access

  0

  citations
• Small-noise approximation for Bayesian optimal experimental design with nuisance uncertainty

  2022 Computer Methods in Applied Mechanics and Engineering article Decision Sciences Optimal Experimental Design Methods Open access

  10

  citations
• Using Statistical Emulation and Knowledge of Grain-surface Diffusion for Bayesian Inference of Reaction Rate Parameters: An Application to a Glycine Network

  2022 The Astrophysical Journal article Physics and Astronomy Astrophysics and Star Formation Studies Open access

  6

  citations
• Bayesian active learning for parameter calibration of landslide run-out models

  2022 Landslides article Environmental Science Landslides and related hazards Open access

  20

  citations
• Influence of data acquisition on the Bayesian calibration of urban building energy models

  2020 Energy and Buildings article Engineering Building Energy and Comfort Optimization

  41

  citations
• Refinement of Dynamic Non-Residential Building Archetypes Using Measurement Data and Bayesian Calibration

  2020 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access

  3

  citations

11 results