Won Chang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Signal Transduction

Top Venues

SIAM/ASA J. Uncertain. Quantification

Publications

Hyeontae Jo, Hyukpyo Hong, Hyung Ju Hwang, Won Chang, Jae Kyoung Kim
Density physics-informed neural networks reveal sources of cell heterogeneity in signal transduction. Patterns 5 (2) (2024)
Jaehong Jeong, Won Chang
Analysis of East Asia Wind Vectors Using Space-Time Cross-Covariance Models. Remote. Sens. 15 (11) (2023)
Saumya Bhatnagar, Won Chang, Seonjin Kim, Jiali Wang
Computer Model Calibration with Time Series Data Using Deep Learning and Quantile Regression. SIAM/ASA J. Uncertain. Quantification 10 (1) (2022)
Jacob Tracy, Won Chang, Sarah St George Freeman, Casey Brown, Adriana Palma Nava, Patrick Ray
Enabling dynamic emulation of high-dimensional model outputs: Demonstration for Mexico City groundwater management. Environ. Model. Softw. 147 (2022)
Jiali Wang, Zhengchun Liu, Ian T. Foster, Won Chang, Rajkumar Kettimuthu, Rao Kotamarthi
Fast and accurate learned multiresolution dynamical downscaling for precipitation. CoRR (2021)
Saumya Bhatnagar, Won Chang, Seonjin Kim, Jiali Wang
Computer Model Calibration with Time Series Data using Deep Learning and Quantile Regression. CoRR (2020)
Youngdeok Hwang, Hang J. Kim, Won Chang, Kyongmin Yeo, Yongku Kim
Bayesian pollution source identification via an inverse physics model. Comput. Stat. Data Anal. 134 (2019)
Eunhee Kang, Won Chang, Jae Jun Yoo, Jong Chul Ye
Deep Convolutional Framelet Denosing for Low-Dose CT via Wavelet Residual Network. IEEE Trans. Medical Imaging 37 (6) (2018)
Roman Olson, Kelsey L. Ruckert, Won Chang, Klaus Keller, Murali Haran, Soon-Il An
Stilt: Easy Emulation of Time Series AR(1) Computer Model Output in Multidimensional Parameter Space. R J. 10 (2) (2018)