Time-sequenced flow field prediction in an optical spark-ignition direct-injection engine using bidirectional recurrent neural network (bi-RNN) with long short-term memory F Zhao, Z Ruan, Z Yue, DLS Hung, S Som, M Xu Applied Thermal Engineering 173, 115253, 2020 | 42 | 2020 |
K-means clustering-driven detection of time-resolved vortex patterns and cyclic variations inside a direct injection engine F Zhao, DLS Hung, S Wu Applied Thermal Engineering 180, 115810, 2020 | 29 | 2020 |
Multi-plane time-resolved Particle Image Velocimetry (PIV) flow field measurements in an optical Spark-Ignition Direct-Injection (SIDI) engine for Large-Eddy Simulation (LES … F Zhao, M Liu, P Ge, DLS Hung, X Li, M Xu, X Yang, C Idicheria Oil & Gas Science and Technology–Revue d’IFP Energies nouvelles 74, 52, 2019 | 25 | 2019 |
Temporal evolution analysis of in-cylinder flow by means of proper orthogonal decomposition L Shen, KY Teh, P Ge, F Zhao, DLS Hung International Journal of Engine Research 22 (5), 1714-1730, 2021 | 14 | 2021 |
Applications of machine learning to the analysis of engine in-cylinder flow and thermal process: A review and outlook F Zhao, DLS Hung Applied Thermal Engineering 220, 119633, 2023 | 10 | 2023 |
Analysis of crank angle-resolved vortex characteristics under high swirl condition in a spark-ignition direct-injection engine F Zhao, P Ge, H Zhuang, DLS Hung Journal of Engineering for Gas Turbines and Power 140 (9), 092807, 2018 | 10 | 2018 |
Dynamic mode decomposition for extracting cycle-to-cycle variation of SIDI engine in-cylinder flow under motoring condition M Liu, F Zhao, X Li, M Xu, DLS Hung Internal Combustion Engine Division Fall Technical Conference 84034, V001T06A003, 2020 | 7 | 2020 |
A coupled phase-invariant POD and DMD analysis for the characterization of in-cylinder cycle-to-cycle flow variations under different swirl conditions M Liu, F Zhao, DLS Hung Flow, Turbulence and Combustion 110 (1), 31-57, 2023 | 5 | 2023 |
Effects of outlier flow field on the characteristics of in-cylinder coherent structures identified by proper orthogonal decomposition-based conditional averaging and quadruple … R Gao, L Shen, KY Teh, P Ge, F Zhao, DLS Hung Journal of Engineering for Gas Turbines and Power 141 (8), 081012, 2019 | 4 | 2019 |
Cyclic analysis of in-cylinder vortex interactions based on data-driven detection and characterization framework F Zhao, Z Zhou, DLS Hung Journal of Engineering for Gas Turbines and Power 145 (10), 101011, 2023 | 3 | 2023 |
Systematic Multi-Index Validations of SIDI Engine Flow Field LES Computations Using Crank Angle-Resolved PIV Measurements M Liu, F Zhao, X Li, M Xu, Z Yue, S Som, DLS Hung Internal Combustion Engine Division Fall Technical Conference 59346, V001T06A003, 2019 | 3 | 2019 |
Tumble vortex characterization by complex moments Z Liu, KY Teh, P Ge, F Zhao, D Hung SAE Technical Paper, 2018 | 3 | 2018 |
Distortion mapping correction of in-cylinder flow field measurements through optical liner using gaussian optics model P Ge, F Zhao, D Hung, H Pan, M Xu SAE Technical Paper, 2017 | 3 | 2017 |
Flow field reconstruction from spray imaging: A hybrid physics-based and machine learning approach based on two-phase fluorescence particle image velocimetry measurements F Zhao, Z Zhou, D Hung, X Li, M Xu Physics of Fluids 36 (4), 2024 | 2 | 2024 |
Transient flow field behavior after end of spray injection under different injection and flash boiling conditions Z Zhou, F Zhao, DLS Hung, X Li, M Xu SAE Technical Paper, 2023 | 2 | 2023 |
Hybridizing Unsupervised Clustering Methods for In-Cylinder Vortex Motion Analysis under Different Swirl Ratio Conditions F Zhao, M Liu, W Fan, J Wu, J Zhang, D Hung SAE Technical Paper, 2021 | 2 | 2021 |
Data-driven detection and prediction of spray collapse characteristics for multi-component fuel mixtures F Zhao, Z Zhou, W Liu, DLS Hung Internal Combustion Engine Division Fall Technical Conference 87561, V001T03A003, 2023 | 1 | 2023 |
Effects of Outlier Flow Field on the Characteristics of In-Cylinder Coherent Structures Identified by POD-Based Conditional Averaging and Quadruple POD R Gao, L Shen, KY Teh, P Ge, F Zhao, DLS Hung Internal Combustion Engine Division Fall Technical Conference 51982, V001T03A004, 2018 | 1 | 2018 |
Constraint-based Modeling of Fuel-spray Boundary Flow Fields under Sub-cooled and Flash-boiling Conditions Z Zhou, F Zhao, D Hung, Q Huang SAE Technical Paper, 2024 | | 2024 |
Swirl-induced motion prediction with physics-guided machine learning utilizing spatiotemporal flow field structure Z Zhou, F Zhao, D Hung International Journal of Numerical Methods for Heat & Fluid Flow, 2024 | | 2024 |