Devin Francom

发表

Generalized Bayesian MARS: Tools for Emulating Stochastic Computer Models

D. Francom, Kellin N. Rumsey, A. Shen, 2023, 2306.01911.

An Interactive Exploration Tool for High-Dimensional Datasets: A Shock Physics Case Study

Earl Lawrence, Ayan Biswas, James Ahrens, 2020, Computing in Science & Engineering.

BASS: An R Package for Fitting and Performing Sensitivity Analysis of Bayesian Adaptive Spline Surfaces

Bruno Sansó, Devin Francom, B. Sansó, 2020, Journal of Statistical Software.

Statistica Sinica Preprint No : SS-2016-0130 R 1 Title Sensitivity Analysis and Emulation for Functional Data using Bayesian Adaptive Splines

G. Jóhannesson, B. Sansó, A. Kupresanin, 2017 .

Emulation and Uncertainty Quantification for Models with Functional Response Using Bayesian Adaptive Splines

Devin Francom, D. Francom, Devin Francom, 2017 .

Bayesian calibration of strength parameters using hydrocode simulations of symmetric impact shock experiments of Al-5083

Earl Lawrence, Ayan Biswas, James Ahrens, 2018, Journal of Applied Physics.

Comparing emulation methods for a high‐resolution storm surge model

J. Gattiker, B. Sansó, D. Francom, 2023, Environmetrics.

Inferring Atmospheric Release Characteristics in a Large Computer Experiment Using Bayesian Adaptive Splines

B. Sansó, M. Simpson, D. Lucas, 2019, Journal of the American Statistical Association.

Traffic & Safety Statewide Model and GIS Modeling

Mitsuru Saito, Grant G Schultz, E Scott Johnson, 2012 .

Robust Distributed Learning of Functional Data From Simulators through Data Sketching

Rajarshi Guhaniyogi, R. Andros, Devin Francom, 2024, 2406.18751.