Won Chang

14 papers Journal 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
A history-dependent approach for accurate initial condition estimation in epidemic models.
PLoS Comput. Biol.
Dongju Lim, Kyeong Tae Ko, Hyukpyo Hong, Hyojung Lee, Boseung Choi, Won Chang, Sunhwa Choi, Jae Kyoung Kim
2025 J jnl
Accelerating Diffusion: Task-Optimized latent diffusion models for rapid CT denoising.
Comput. Biol. Medicine
Jongmin Jee, Won Chang, Euyoung Kim, Kyong Joon Lee
2025 J jnl
Bayesian Model Calibration and Sensitivity Analysis for Oscillating Biological Experiments.
Technometrics
Youngdeok Hwang, Hang Joon Kim, Won Chang, Christian Hong, Steven N. MacEachern
2025 J jnl
Fast Computer Model Calibration using Annealed and Transformed Variational Inference.
J. Comput. Graph. Stat.
Dongkyu Derek Cho, Won Chang, Jaewoo Park
2025 J jnl
Stick-Breaking Mixture Normalizing Flows with Component-Wise Tail Adaptation for Variational Inference.
CoRR
Seungsu Han, Juyoung Hwang, Won Chang
2024 J jnl
Density physics-informed neural networks reveal sources of cell heterogeneity in signal transduction.
Patterns
Hyeontae Jo, Hyukpyo Hong, Hyung Ju Hwang, Won Chang, Jae Kyoung Kim
2023 J jnl
Analysis of East Asia Wind Vectors Using Space-Time Cross-Covariance Models.
Remote. Sens.
Jaehong Jeong, Won Chang
2022 J jnl
Computer Model Calibration with Time Series Data Using Deep Learning and Quantile Regression.
SIAM/ASA J. Uncertain. Quantification
Saumya Bhatnagar, Won Chang, Seonjin Kim, Jiali Wang
2022 J jnl
Enabling dynamic emulation of high-dimensional model outputs: Demonstration for Mexico City groundwater management.
Environ. Model. Softw.
Jacob Tracy, Won Chang, Sarah St George Freeman, Casey Brown, Adriana Palma Nava, Patrick Ray
2021 J jnl
Fast and accurate learned multiresolution dynamical downscaling for precipitation.
CoRR
Jiali Wang, Zhengchun Liu, Ian T. Foster, Won Chang, Rajkumar Kettimuthu, Rao Kotamarthi
2020 J jnl
Computer Model Calibration with Time Series Data using Deep Learning and Quantile Regression.
CoRR
Saumya Bhatnagar, Won Chang, Seonjin Kim, Jiali Wang
2019 J jnl
Bayesian pollution source identification via an inverse physics model.
Comput. Stat. Data Anal.
Youngdeok Hwang, Hang Joon Kim, Won Chang, Kyongmin Yeo, Yongku Kim
2018 J jnl
Deep Convolutional Framelet Denosing for Low-Dose CT via Wavelet Residual Network.
IEEE Trans. Medical Imaging
Eunhee Kang, Won Chang, Jaejun Yoo, Jong Chul Ye
2018 J jnl
Stilt: Easy Emulation of Time Series AR(1) Computer Model Output in Multidimensional Parameter Space.
R J.
Roman Olson, Kelsey L. Ruckert, Won Chang, Klaus Keller, Murali Haran, Soon-Il An