Hyomin Shin

According to our database, Hyomin Shin authored at least 6 papers between 2021 and 2026.

Collaborative distances:

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

2026

Physics-Informed Laplace Neural Operator for Solving Partial Differential Equations.

Heechang Kim, Qianying Cao, Hyomin Shin, Seungchul Lee, George Em Karniadakis, Minseok Choi

CoRR, February, 2026

Model-free learning of random dynamical system from noisy observations.

Kyongmin Yeo, Hyomin Shin, Heechang Kim, Minseok Choi

J. Comput. Phys., 2026

2025

Exploring Search Volumes of Terms in Web Portals for Accurate Event-Aware Traffic Prediction.

Dong-Hyuk Seo, Hyomin Shin, Sang-Wook Kim

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

2024

Bayesian Deep Learning Framework for Uncertainty Quantification in Stochastic Partial Differential Equations.

Jeahan Jung, Hyomin Shin, Minseok Choi

SIAM J. Sci. Comput., February, 2024

2023

Physics-informed variational inference for uncertainty quantification of stochastic differential equations.

Hyomin Shin, Minseok Choi

J. Comput. Phys., 2023

2021

Posting Bot Detection on Blockchain-based Social Media Platform using Machine Learning Techniques.

Taehyun Kim, Hyomin Shin, Hyung Ju Hwang, Seungwon Jeong

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021