Yoonhwa Jung

Long short-term memory recurrent neural network for modeling temporal patterns in long-term power forecasting for solar PV facilities: Case study of South Korea

Yoonhwa Jung, Jaehoon Jung, Byungil Kim et al. · Journal of Cleaner Production · 2019 · 219 citations

Electrical Engineering, Energy Modeling, Engineering +11

Transformer machine learning language model for auto-alignment of long-term and short-term plans in construction

Fouad Amer, Yoonhwa Jung, Mani Golparvar‐Fard · Automation in Construction · 2021 · 61 citations

Natural Language Processing, Structured Prediction, Construction Technology +10

Transformer language model for mapping construction schedule activities to uniformat categories

Yoonhwa Jung, Julia Hockenmaier, Mani Golparvar‐Fard · Automation in Construction · 2023 · 32 citations

Construction Automation, Cartography, Engineering +9

VisualSiteDiary: A detector-free Vision-Language Transformer model for captioning photologs for daily construction reporting and image retrievals

Yoonhwa Jung, Ikhyun Cho, Shun-Hsiang Hsu et al. · Automation in Construction · 2024 · 25 citations · Full text

Engineering, Daily Progress, Language Processing +18

Construction schedule augmentation with implicit dependency constraints and automated generation of lookahead plan revisions

Fouad Amer, Yoonhwa Jung, Mani Golparvar‐Fard · Automation in Construction · 2023 · 14 citations

Construction Schedule Augmentation, Engineering, Project Scheduling +8