Gaussian process hyper-parameter estimation using Parallel Asymptotically Independent Markov Sampling. - Alfredo Garbuno-Inigo; Francisco Alejandro DiazDelaO; Konstantin Zuev (Comput. Stat. Data Anal., 2016)

Interacting Langevin Diffusions: Gradient Structure and Ensemble Kalman Sampler. - Alfredo Garbuno-Inigo; Franca Hoffmann; Wuchen Li; Andrew M. Stuart (SIAM J. Appl. Dyn. Syst., 2020)

Affine Invariant Interacting Langevin Dynamics for Bayesian Inference. - Alfredo Garbuno-Inigo; Nikolas Nüsken; Sebastian Reich (SIAM J. Appl. Dyn. Syst., 2020)

Calibrate, emulate, sample. - Emmet Cleary; Alfredo Garbuno-Inigo; Shiwei Lan; Tapio Schneider; Andrew M. Stuart (J. Comput. Phys., 2021)

Epidemic management and control through risk-dependent individual contact interventions. - Tapio Schneider; Oliver R. A. Dunbar; Jinlong Wu; Lucas Böttcher; Dmitry Burov; Alfredo Garbuno-Inigo; Gregory LeClaire Wagner; Sen Pei; Chiara Daraio; Raffaele Ferrari; Jeffrey Shaman (PLoS Comput. Biol., 2022)

EnsembleKalmanProcesses.jl: Derivative-free ensemble-based model calibration. - Oliver R. A. Dunbar; Ignacio Lopez-Gomez; Alfredo Garbuno-Iñigo; Daniel Zhengyu Huang; Eviatar Bach; Jinlong Wu (J. Open Source Softw., 2022)

CalibrateEmulateSample.jl: Accelerated Parametric Uncertainty Quantification. - Oliver R. A. Dunbar; Melanie Bieli; Alfredo Garbuno-Iñigo; Michael Howland; Andre Nogueira de Souza; Laura Anne Mansfield; Gregory LeClaire Wagner; N. Efrat-Henrici (J. Open Source Softw., 2024)