Hyung Ju Hwang
3 papers · 2022–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
operator learning
(2)
neural network
(2)
optimal control
(1)
dynamic system
(1)
generative model
(1)
surrogate model
(1)
scientific discovery
(1)
deep operator network
(1)
pde-constrained optimization
(1)
computational resource
(1)
pde-constrained control
(1)
pde solution operator
(1)
parameter estimation
(1)
system inference
(1)
function space
(1)
Papers
Learning from Imperfect Data: Robust Inference of Dynamic Systems Using Simulation-Based Generative Model
AAAI 2026
HyperDeepONet: learning operator with complex target function space using the limited resources via hypernetwork
ICLR 2023
Solving PDE-Constrained Control Problems Using Operator Learning
AAAI 2022