1. CES
    Calibrate, Emulate, Sample
    Cleary, Emmet, Garbuno-Inigo, Alfredo, Lan, Shiwei, Schneider, Tapio, and Stuart, Andrew M
    Journal of Computational Physics 2021


  1. Affine Invariant Interacting Langevin Dynamics for Bayesian Inference
    Garbuno-Inigo, Alfredo, Nüsken, Nikolas, and Reich, Sebastian
    SIAM Journal on Applied Dynamical Systems 2020
  2. EKS
    Interacting Langevin Diffusions: Gradient Structure and Ensemble Kalman Sampler
    Garbuno-Inigo, Alfredo, Hoffmann, Franca, Li, Wuchen, and Stuart, Andrew M
    SIAM Journal on Applied Dynamical Systems 2020


  1. PhD Thesis
    Stochastic Methods for Emulation, Calibration and Reliability Analysis of Engineering Models
    Garbuno-Inigo, Alfredo,


  1. BUS
    Bayesian Updating and Model Class Selection With Subset Simulation
    DiazDelaO, FA, Garbuno-Inigo, A, Au, SK, and Yoshida, I
    Computer Methods in Applied Mechanics and Engineering 2017


  1. Transitional Annealed Adaptive Slice Sampling for Gaussian Process Hyper-Parameter estimation
    Garbuno-Inigo, Alfredo, DiazDelaO, F. A., and Zuev, K. M.
    International Journal for Uncertainty Quantification 2016
  2. Gaussian Process Hyper-Parameter Estimation Using Parallel Asymptotically Independent Markov Sampling
    Garbuno-Inigo, A., DiazDelaO, F. A., and Zuev, K. M.
    Computational Statistics & Data Analysis 2016