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Feng-Nian Zhao · SciRah

Researcher profile · Semantic Scholar

Feng-Nian Zhao

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Feng-Nian Zhao — researcher profile on SciRah

h-index: 8
Works: 31
Citations: 175

Most-cited papers

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
Feng-Nian Zhao, Zhiming Ruan, Zong-Yu Yue, D. Hung +2 more
2020Applied Thermal Engineering33 citations Open access
Semantic Scholar
Applications of machine learning to the analysis of engine in-cylinder flow and thermal process: A review and outlook
Feng-Nian Zhao, D. Hung
2023Applied Thermal Engineering27 citations Open access
Semantic Scholar
K-means clustering-driven detection of time-resolved vortex patterns and cyclic variations inside a direct injection engine
Feng-Nian Zhao, D. Hung, Sheng-Qi Wu
202021 citations Open access
Semantic Scholar
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) model validations
Feng-Nian Zhao, Mengqi Liu, Peng-Hui Ge, D. Hung +4 more
2019Oil & Gas Science and Technology17 citations Open access
Semantic Scholar
A unified framework for packing deformable and non-deformable subcellular structures in crowded cryo-electron tomogram simulation
Si-Nuo Liu, Xiaojuan Ban, Xiangrui Zeng, Feng-Nian Zhao +7 more
2020BMC Bioinformatics14 citations Open access
Semantic Scholar
Temporal evolution analysis of in-cylinder flow by means of proper orthogonal decomposition
Li Shen, Kwee-Yan Teh, Peng-Hui Ge, Feng-Nian Zhao +1 more
202012 citations
Semantic Scholar
Flow field reconstruction from spray imaging: A hybrid physics-based and machine learning approach based on two-phase fluorescence particle image velocimetry measurements
Feng-Nian Zhao, Ziming Zhou, D. Hung, Xue-Song Li +1 more
2024The Physics of Fluids11 citations
Semantic Scholar
A coupled phase-invariant POD and DMD analysis for the characterization of in-cylinder cycle-to-cycle flow variations under different swirl conditions
Mengqi Liu, Feng-Nian Zhao, D. Hung
2022Flow Turbulence and Combustion10 citations
Semantic Scholar
Analysis of Crank Angle-Resolved Vortex Characteristics Under High Swirl Condition in a Spark-Ignition Direct-Injection Engine
Feng-Nian Zhao, Peng-Hui Ge, Hanyang Zhuang, D. Hung
2017Journal of Engineering For Gas Turbines and Power6 citations
Semantic Scholar
Distortion Mapping Correction of In-Cylinder Flow Field Measurements through Optical Liner Using Gaussian Optics Model
Peng-Hui Ge, Feng-Nian Zhao, D. Hung, Hu-Jie Pan +1 more
20174 citations
Semantic Scholar
Swirl-induced motion prediction with physics-guided machine learning utilizing spatiotemporal flow field structure
Ziming Zhou, Feng-Nian Zhao, D. Hung
2024International Journal of Numerical Methods for Heat & Fluid Flow3 citations
Semantic Scholar
Cyclic Analysis Of In-Cylinder Vortex Interactions Based On Data-Driven Detection And Characterization Framework
Feng-Nian Zhao, Ziming Zhou, D. Hung
2023Journal of Engineering For Gas Turbines and Power3 citations
Semantic Scholar
Dynamic Mode Decomposition for Extracting Cycle-to-Cycle Variation of SIDI Engine In-Cylinder Flow Under Motoring Condition
Mengqi Liu, Feng-Nian Zhao, Xue-Song Li, Min Xu +1 more
2020ASME 2020 Internal Combustion Engine Division Fall Technical Conference3 citations
Semantic Scholar
Transient Flow Field Behavior after End of Spray Injection Under Different Injection and Flash Boiling Conditions
Ziming Zhou, Feng-Nian Zhao, D. Hung, Xue-Song Li +1 more
2023SAE technical paper series2 citations
Semantic Scholar
Effects of Outlier Flow Field on the Characteristics of In-Cylinder Coherent Structures Identified by Proper Orthogonal Decomposition-Based Conditional Averaging and Quadruple Proper Orthogonal Decomposition
R. Gao, Li Shen, Kwee-Yan Teh, Peng-Hui Ge +2 more
2019Journal of Engineering For Gas Turbines and Power2 citations
Semantic Scholar
CXR-LT 2026 Challenge: Multi-Center Long-Tailed and Zero Shot Chest X-ray Classification
He-Xin Dong, Yi Lin, Peng Zhou, Feng-Nian Zhao +24 more
2026arXiv.org1 citations
Semantic Scholar
Revealing underlying mechanisms of ambient air mass entrainment around subcooled and flash boiling fuel sprays by a hybrid data-driven framework
Feng-Nian Zhao, Yangrui Meng, Ziming Zhou, Qiaozhi Zhai +3 more
2025The Physics of Fluids1 citations
Semantic Scholar
Constraint-based Modeling of Fuel-spray Boundary Flow Fields under Sub-cooled and Flash-boiling Conditions
Ziming Zhou, Feng-Nian Zhao, D. Hung, Qin Huang
2024SAE technical paper series1 citations
Semantic Scholar
Data-Driven Detection and Prediction of Spray Collapse Characteristics for Multi-Component Fuel Mixtures
Feng-Nian Zhao, Ziming Zhou, Wensong Liu, D. Hung
2023ASME 2023 ICE Forward Conference1 citations
Semantic Scholar
Hybridizing Unsupervised Clustering Methods for In-Cylinder Vortex Motion Analysis under Different Swirl Ratio Conditions
Feng-Nian Zhao, Mengqi Liu, Weihan Fan, Jia-Jin Wu +2 more
20211 citations
Semantic Scholar
Effects of Outlier Flow Field on the Characteristics of In-Cylinder Coherent Structures Identified by POD-Based Conditional Averaging and Quadruple POD
R. Gao, Li Shen, Kwee-Yan Teh, Peng-Hui Ge +2 more
2018Volume 11 citations
Semantic Scholar
Tumble Vortex Characterization by Complex Moments
Zhenghao Liu, Kwee-Yan Teh, Peng-Hui Ge, Feng-Nian Zhao +1 more
20181 citations
Semantic Scholar
Understanding the Evaporation, Ignition and Combustion Processes of High-pressure Liquid Ammonia Flames with Diesel Pilot Ignition
Ning Wang, Xin-Yi Zhou, Shi-Yan Li, Xin-Gui Guo +5 more
2026Proceedings of the Combustion Institute0 citations
Semantic Scholar
FlowForge: A Staged Local Rollout Engine for Flow-Field Prediction
Xiao-Wen Zhang, Ziming Zhou, Feng-Nian Zhao, D. Hung
2026arXiv.org0 citations
Semantic Scholar
Experimental and data-driven analysis on combustion characteristics of high-pressure hydrogen jet into noble gas
Feng-Nian Zhao, Long-Fei Huang, Zhe-Wen He, Ning Wang +5 more
2026Proceedings of the Combustion Institute0 citations Open access
Semantic Scholar
Research on the correlation between passive pre-chamber turbulent jet and combustion through decoupling analysis
Shi-Cai Ding, Ze-Hao Wu, Hua-Lei Liu, Shuai Huang +6 more
2026International Journal of Engine Research0 citations
Semantic Scholar
Fault detection and diagnosis of marine diesel engines: A systematic review of fault taxonomies, data acquisition and generation pathways, and diagnostic approaches
Yu Zhang, Yunpeng Fu, Hui-Min Yang, Ping Yi +6 more
2026Proceedings of the Institution of mechanical engineers. Part E, journal of process mechanical engineering0 citations
Semantic Scholar
Prediction of Spray Collapse Patterns on Different Fuel Mixture Compositions Based on Deep Learning Framework
Feng-Nian Zhao, Yangrui Meng, Ziming Zhou, D. Hung
2024ASME 2024 ICE Forward Conference0 citations Open access
Semantic Scholar
Application of Conditional Space-Time Proper Orthogonal Decomposition to Engine In-Cylinder Flow Analysis
R. Gao, Kwee-Yan Teh, Feng-Nian Zhao, Mengqi Liu +1 more
2021ASME 2021 Internal Combustion Engine Division Fall Technical Conference0 citations
Semantic Scholar
Classifying IC Engine Swirl Fields by Complex Moments
Kwee-Yan Teh, Peng-Hui Ge, Feng-Nian Zhao, D. Hung
2019ASME 2019 Internal Combustion Engine Division Fall Technical Conference0 citations
Semantic Scholar
Systematic Multi-Index Validations of SIDI Engine Flow Field LES Computations Using Crank Angle-Resolved PIV Measurements
Mengqi Liu, Feng-Nian Zhao, Xue-Song Li, Min Xu +3 more
2019ASME 2019 Internal Combustion Engine Division Fall Technical Conference0 citations
Semantic Scholar

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