D. Francom

发表

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.

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 .

Functional vs. Traditional Analysis in Biomechanical Gait Data: An Alternative Statistical Approach

Matthew K. Seeley, Devin Francom, J. Ty Hopkins, 2017, Journal of human kinetics.

Landmark-based Emulation for Models with Misaligned Functional Response

B. Sansó, A. Kupresanin, D. Francom, 2019 .

Effects of Experimental Anterior Knee Pain on Muscle Activation During Landing and Jumping Performed at Various Intensities.

M. Seeley, Jihong Park, J. Hopkins, 2017, Journal of sport rehabilitation.

The influence of experimental anterior knee pain during running on electromyography and articular cartilage metabolism.

M. Seeley, A. Parcell, J. Hopkins, 2014, Osteoarthritis and cartilage.

Landmark-Warped Emulators for Models with Misaligned Functional Response

B. Sansó, A. Kupresanin, D. Francom, 2022, SIAM/ASA J. Uncertain. Quantification.

Bayesian Projection Pursuit Regression

G. Collins, D. Francom, Kellin N. Rumsey, 2022, 2210.09181.

Comparing emulation methods for a high‐resolution storm surge model

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

Bayesian calibration of a physics-based crystal plasticity and damage model

T. Nguyen, D. Luscher, D. Francom, 2021 .

Simulation and Emulation of X-Ray Diffraction from Dynamic Compression Experiments

C. Biwer, R. Sandberg, J. Ahrens, 2020, Journal of Dynamic Behavior of Materials.

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.

Fast strength model characterization using Bayesian statistics

J. Ahrens, E. Lawrence, S. Sjue, 2020 .

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

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

Generalized Bayesian MARS: Tools for Emulating Stochastic Computer Models

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

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.

Elastic Bayesian Model Calibration

G. Huerta, J. D. Tucker, D. Francom, 2023, 2305.08834.