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researcher

Hongkyu Yoon

2 papers hereh-index 219 citations43 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CE1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedEfficient machine-learning surrogates for large-scale geological carbon and energy storage

4 citations · 4 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CE2023★ 4 cited

Efficient machine-learning surrogates for large-scale geological carbon and energy storage

Teeratorn Kadeethum, Stephen J. Verzi, Hongkyu Yoon

Geological carbon and energy storage are pivotal for achieving net-zero carbon emissions and addressing climate change. However, they face uncertainties due to geological factors a…

cs.LG2023

Progressive reduced order modeling: empowering data-driven modeling with selective knowledge transfer

Teeratorn Kadeethum, Daniel O'Malley, Youngsoo Choi +2

Data-driven modeling can suffer from a constant demand for data, leading to reduced accuracy and impractical for engineering applications due to the high cost and scarcity of infor…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.