Won Chang
Title
Cited by
Cited by
Year
Large ensemble modeling of the last deglacial retreat of the West Antarctic Ice Sheet: comparison of simple and advanced statistical techniques
D Pollard, W Chang, M Haran, P Applegate, R DeConto
Geoscientific Model Development 9 (5), 1697-1723, 2016
602016
Changes in spatiotemporal precipitation patterns in changing climate conditions
W Chang, ML Stein, J Wang, VR Kotamarthi, EJ Moyer
Journal of Climate 29 (23), 8355-8376, 2016
392016
Fast dimension-reduced climate model calibration and the effect of data aggregation
W Chang, M Haran, R Olson, K Keller
Annals of Applied Statistics 8 (2), 649-673, 2014
302014
What is the effect of unresolved internal climate variability on climate sensitivity estimates?
R Olson, R Sriver, W Chang, M Haran, NM Urban, K Keller
Journal of Geophysical Research: Atmospheres 118 (10), 4348-4358, 2013
282013
Calibrating an ice sheet model using high-dimensional binary spatial data
W Chang, M Haran, P Applegate, D Pollard
Journal of the American Statistical Association 111 (513), 57-72, 2016
252016
Probabilistic calibration of a Greenland Ice Sheet model using spatially resolved synthetic observations: toward projections of ice mass loss with uncertainties
W Chang, PJ Applegate, M Haran, K Keller
Geoscientific Model Development 7 (5), 1933-1943, 2014
24*2014
Monthly rainfall-runoff modeling at watershed scale: a comparative study of data-driven and theory-driven approaches
W Chang, X Chen
Water 10 (9), 1116, 2018
132018
Improving ice sheet model calibration using paleoclimate and modern data
W Chang, M Haran, P Applegate, D Pollard
The Annals of Applied Statistics 10 (4), 2274-2302, 2016
102016
A composite likelihood approach to computer model calibration with high-dimensional spatial data
W Chang, M Haran, R Olson, K Keller
Statistica Sinica, 243-259, 2015
92015
Computer model calibration based on image warping metrics: an application for sea ice deformation
Y Guan, C Sampson, JD Tucker, W Chang, A Mondal, M Haran, D Sulsky
Journal of Agricultural, Biological and Environmental Statistics 24 (3), 444-463, 2019
82019
Diagnosing added value of convection-permitting regional models using precipitation event identification and tracking
W Chang, J Wang, J Marohnic, VR Kotamarthi, EJ Moyer
Climate Dynamics, 2018
82018
A novel method to test non-exclusive hypotheses applied to Arctic ice projections from dependent models
R Olson, SI An, Y Fan, W Chang, JP Evans, JY Lee
Nature communications 10 (1), 1-10, 2019
52019
Bayesian pollution source identification via an inverse physics model
Y Hwang, HJ Kim, W Chang, K Yeo, Y Kim
Computational Statistics & Data Analysis 134, 76-92, 2019
42019
Package ‘stilt’
R Olson, W Chang, K Keller, M Haran, MK Ruckert
CRAN. Available online: https://cran. r-project. org/(accessed on 15 August …, 2017
32017
Large ensemble modeling of last deglacial retreat of the West Antarctic Ice Sheet: Comparison of simple and advanced statistical techniques
D Pollard, W Chang, M Haran, P Applegate, R DeConto
Geosci Model Devel Disc 8, 9925-9963, 2015
32015
Mathematical framework for a separable Gaussian Process Emulator
R Olson, W Chang
PennState College of Earth and Mineral Sciences: University Park, PA, USA, 2013
32013
Ice Model Calibration Using Semi-continuous Spatial Data
W Chang, BA Konomi, G Karagiannis, Y Guan, M Haran
arXiv preprint arXiv:1907.13554, 2019
12019
Calibrating an ice sheet model using high-dimensional non-Gaussian spatial data
W Chang, M Haran, P Applegate, D Pollard
12015
Fast dimension-reduced climate model calibration
W Chang, M Haran, R Olson, K Keller
arXiv preprint arXiv:1303.1382, 2013
12013
High-fidelity hurricane surge forecasting using emulation and sequential experiments
M Plumlee, TG Asher, W Chang, MV Bilskie
The Annals of Applied Statistics 15 (1), 460-480, 2021
2021
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Articles 1–20