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physics.comp-ph2019★ 2 cited
Computationally Efficient CFD Prediction of Bubbly Flow using Physics-Guided Deep Learning
Han Bao, Jinyong Feng, Nam Dinh +1
To realize efficient computational fluid dynamics (CFD) prediction of two-phase flow, a multi-scale framework was proposed in this paper by applying a physics-guided data-driven ap…
physics.comp-ph2018
A Data-driven Framework for Error Estimation and Mesh-Model Optimization in System-level Thermal-Hydraulic Simulation
Han Bao, Nam Dinh, Jeffrey Lane +1
Over the past decades, several computer codes were developed for simulation and analysis of thermal-hydraulics of system behaviors in nuclear reactors under operating, abnormal tra…