28 citations · 28 across the 3 of their papers we have counts for
3 papers
cs.LG2026★ 28 cited
CEENs: Causality-enforced evolutional networks for solving time-dependent partial differential equations
Jeahan Jung, Heechang Kim, Hyomin Shin +1
Despite the growing popularity of physics-informed neural networks (PINNs), their applicability in the long-time integration of partial differential equations (PDEs) remains constr…
cs.LG2026
Physics-Informed Laplace Neural Operator for Solving Partial Differential Equations
Heechang Kim, Qianying Cao, Hyomin Shin +3
Neural operators have emerged as fast surrogate solvers for parametric partial differential equations (PDEs). However, purely data-driven models often require extensive training da…
cs.SI2020
Posting Bot Detection on Blockchain-based Social Media Platform using Machine Learning Techniques
Taehyun Kim, Hyomin Shin, Hyung Ju Hwang +1
Steemit is a blockchain-based social media platform, where authors can get author rewards in the form of cryptocurrencies called STEEM and SBD (Steem Blockchain Dollars) if their p…