Papers

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Development of a Hybrid Simulation Framework for CRUD Source Term Prediction in PWRs using Multi-physics and Data-driven Approaches

8:00–8:20AM MDT

DONGMIN KIM (Seoul National University)

Paper

Enabling Real-Time Thermal-Hydraulics Prediction in Virtual Small Modular Reactors through Deep Operator Network

8:20–8:40AM MDT

Minseo Lee (Pohang University of Science and Technology), Seongmin Oh (Department of Quantum System Engineering, Jeonbuk National University), Bumjin Cho, Chaehyeon Song, Minseop Song (Hanyang University), Joongoo Jeon (Pohang University of Science and Technology)

Paper

Development of deep-learning system-level digital twins of nuclear power plants using transformers

8:40–9:00AM MDT

Eric Cervi (ANL), Alexandre Millischer (ANL), Jaeseok Heo (ANL), Ling Zou (ANL), Rui Hu (ANL)

Paper

Transformer-Proper Orthogonal Decomposition Hybrid Framework for Transient Classification and Attribution Analysis in Diagnostic Digital Twin Development

9:00–9:20AM MDT

Jaeseok Heo (ANL), Eric Cervi (ANL), Travis Mui (ANL), Rui Hu (ANL)

Paper