Won Chang

According to our database, Won Chang authored at least 11 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Bayesian Model Calibration and Sensitivity Analysis for Oscillating Biological Experiments.

Youngdeok Hwang, Hang J. Kim, Won Chang, Christian Hong, Steven N. MacEachern

Technometrics, April, 2025

Fast Computer Model Calibration using Annealed and Transformed Variational Inference.

Dongkyu Derek Cho, Won Chang, Jaewoo Park

J. Comput. Graph. Stat., 2025

Accelerating Diffusion: Task-Optimized latent diffusion models for rapid CT denoising.

Jongmin Jee, Won Chang, Euyoung Kim, Kyong Joon Lee

Comput. Biol. Medicine, 2025

2024

Density physics-informed neural networks reveal sources of cell heterogeneity in signal transduction.

Hyeontae Jo, Hyukpyo Hong, Hyung Ju Hwang, Won Chang, Jae Kyoung Kim

Patterns, 2024

2023

Analysis of East Asia Wind Vectors Using Space-Time Cross-Covariance Models.

Jaehong Jeong, Won Chang

Remote. Sens., 2023

2022

Computer Model Calibration with Time Series Data Using Deep Learning and Quantile Regression.

Saumya Bhatnagar, Won Chang, Seonjin Kim, Jiali Wang

SIAM/ASA J. Uncertain. Quantification, 2022

Enabling dynamic emulation of high-dimensional model outputs: Demonstration for Mexico City groundwater management.

Jacob Tracy, Won Chang, Sarah St George Freeman, Casey Brown, Adriana Palma Nava, Patrick Ray

Environ. Model. Softw., 2022

2021

Fast and accurate learned multiresolution dynamical downscaling for precipitation.

Jiali Wang, Zhengchun Liu, Ian T. Foster, Won Chang, Rajkumar Kettimuthu, Rao Kotamarthi

CoRR, 2021

2019

Bayesian pollution source identification via an inverse physics model.

Youngdeok Hwang, Hang J. Kim, Won Chang, Kyongmin Yeo, Yongku Kim

Comput. Stat. Data Anal., 2019

2018

Deep Convolutional Framelet Denosing for Low-Dose CT via Wavelet Residual Network.

Eunhee Kang, Won Chang, Jaejun Yoo, Jong Chul Ye

IEEE Trans. Medical Imaging, 2018

Stilt: Easy Emulation of Time Series AR(1) Computer Model Output in Multidimensional Parameter Space.

Roman Olson, Kelsey L. Ruckert, Won Chang, Klaus Keller, Murali Haran, Soon-Il An

R J., 2018