朱剑琴｜北京航空航天大学｜学者主页

2026

基于神经网络的层板结构冷却性能预测

王燕嘉，朱剑琴，黄俊杰，程泽源

《工程热物理学报》

2026

肋结构对旋转通道内超临界碳氢燃料裂解换热特性的影响

黄劲松，程泽源，朱剑琴

《推进技术》

2026

非均匀加热下超临界燃油在并联双管中质量流量分配特性

董昊，赵超凡，朱剑琴，程泽源

《北京航空航天大学学报》

2026

外对流加热条件下方形通道内正癸烷的传热与裂解特性研究

胡希卓，张胜哲，程泽源，朱剑琴，武翼飞

《航空动力学报》

2026

An innovative virtual fuel model for predicting the thermophysical properties of supercritical RP-3 aviation kerosene

Jingsong Huang, Zeyuan Cheng, Jianqin Zhu, Songbo Nan

Energy Conversion and Management

DOI

2026

Numerical investigation on flow instability of supercritical n-decane in a vertical upward tube with pyrolysis effects

Songbo Nan, Zeyuan Cheng, Xiang Li, Jingsong Huang, Jianqin Zhu

International Journal of Heat and Mass Transfer

DOI

2026

A Hierarchical Deep Learning Framework for Rapid Thermal Stress Assessment in Double-wall Cooled Turbine Blades

Hailong Zhang, Zeyuan Cheng, Jianqin Zhu, Junjie Huang, Guangyu Yao

Mechanisms and machine science

DOI

2026

Synergistic two-variable data assimilation for enhanced turbine blade film-cooling predictions

Shengwei Yang, Huidong Tang, Jianqin Zhu, Zhi Tao, Lu Qiu

Energy

DOI

2025

涡轮叶片高温薄膜传感器喷墨打印制造方法研究

刘龙斌，张梦森，陈翔宇，朱剑琴，邱璐

《航空动力学报》

DOI

2025

带曲率气膜孔的设计参数敏感性分析及多目标优化

任书锐，朱剑琴，程泽源，伏蓉

《航空动力学报》

DOI

2025

超临界压力下基于径向热物性分布的碳氢燃料流动换热特性研究

林大森，李海旺，朱剑琴，程泽源，魏颍川，胡希卓

《推进技术》

DOI

2025

PCHE流道形状对航空煤油氧化结焦特性的影响

吴永康，朱剑琴，程泽源，魏家琦，李享，焦耀贤

《航空动力学报》

DOI

2025

Research on turbine blade temperature field reconstruction by coupling proper orthogonal decomposition and artificial neural network methods

Zhimin Chen, Xufei Yang, Yu-Jie Chen, Bo Yu, Jianqin Zhu, Dong-Xu Han, Junhua Gong, Hai-Ying Guo, Weihua Cai

The Physics of Fluids

DOI

2025

A simplified theoretical calculation model for temperature and overall cooling effectiveness of double-wall structure

Shishu Wang, Zi-Xiang Tong, Zeyuan Cheng, Jianqin Zhu

Case Studies in Thermal Engineering

DOI

2025

Multi-objective optimization of fan-shaped film hole for balancing heat transfer and thermal stress based on ANN and NSGA-II

Shurui Ren, Jianqin Zhu, Zeyuan Cheng, Xiaodong Wang, Zi-Xiang Tong, Lu Qiu

International Communications in Heat and Mass Transfer

DOI

2025

Data-driven model of film cooling superposition with vortex encoding

Guangyu Yao, Huidong Tang, Jianqin Zhu, Zhi Tao, Lu Qiu

Physics of Fluids

DOI

2025

Numerical Investigation of Pyrolytic Coking and Its Effects on Heat Transfer of RP-3

Xizhuo Hu, Peng Zhang, Jianqin Zhu, Zeyuan Cheng, Shuang Sun

Aerospace

DOI

2025

Global kinetic modeling in oxidation coking of supercritical hydrocarbon fuel

Yongkang Wu, Jianqin Zhu, Zeyuan Cheng, Yingchuan Wei, Xiang Li, Jiaqi Wei, Zhi Tao

Energy

DOI

2025

A multi-condition spectral proper orthogonal decomposition approach for reconstruction of transient temperature fields in turbine blades

Jin Mi, Lu Qiu, Zi-Xiang Tong, Yimin Zhang, Jianqin Zhu

Applied Thermal Engineering

DOI

2025

Comparison of Proper Orthogonal Decomposition and Auto-Encoder as Reduced-Order Models for Reconstruction and Prediction of Turbine Blade Temperature Field With Sparse Data

Yimin Zhang, Jin Mi, Zi-Xiang Tong, Lu Qiu, Jianqin Zhu, Dike Li, Zeyuan Cheng

ASME Journal of Heat and Mass Transfer

DOI

2024

第三类加热边界条件下超临界正癸烷的流动换热和热裂解特性研究

胡希卓，徐诗，朱剑琴，程泽源

《推进技术》

2024

航空发动机数字孪生工程：内涵与关键技术

陶飞，孙清超，孙惠斌，穆晓凯，张贺，宋鲁凯，朱剑琴，陶智

《航空学报》

2024

柱坐标系强守恒型动量方程离散方法研究

石国赟，陈宇杰，朱剑琴，李海旺，宇波

《工程热物理学报》

2024

基于双向耦合的燃烧室与冷却通道的传热研究

赵超凡，董昊，朱剑琴，程泽源，戎毅

《北京航空航天大学学报》

2024

基于油冷叶片的涡轮叶间燃烧性能研究

卿黎明，朱剑琴，程泽源

《航空动力学报》

2024

Numerical Study of Cooling Performance of Laminate Cooling Configuration with Improved Film Holes

Zhimin Chen, Bo Yu, Yu-Jie Chen, Xufei Yang, Jianqin Zhu, Wei Lu, Weihua Cai

The International Conference on Computational & Experimental Engineering and Sciences

DOI

2024

Topology optimization with vortex-intensity-based objective function enables novel film cooling hole with superior performance

Huidong Tang, Jian-Qin Zhu, Zhi Tao, Lu Qiu

The Physics of Fluids

DOI

2024

Transfer learning neural network for reconstructing temperature field in film cooling with scarce local measurements

Di-Ke Li, Lu Qiu, Zhi Tao, Jian-Qin Zhu

Energy

DOI

2024

Hybrid AI framework for the predictions of film cooling effectiveness distribution with various surface curvatures and compound angles

Guangyu Yao, Di-Ke Li, Jian-Qin Zhu, Zhi Tao, Lu Qiu

Applied Thermal Engineering

DOI

2024

Rapid Online Estimation of Time-Varying Thermal Boundary Conditions in Convective Heat Transfer Problem by ANN-Based Extended Kalman Smoothing Algorithm

Xinxin Zhang, Dike Li, Zeyuan Cheng, Jianqin Zhu, Zhi Tao, Lu Qiu

Mechanisms and machine science

DOI

2024

Effects of the 1-0-1 Structure Arrangement on the Cooling Effectiveness of Double-Wall Blade Suction Side with High Rotational Speeds

Shurui Ren, Zeyuan Cheng, Jianqin Zhu, Yongyuan Qiao

Mechanisms and machine science

DOI

2024

Intelligent decision-making approach for rapid optimization of double-wall cooling structures under varying cooling demands

Yanjia Wang, Jianqin Zhu, Zeyuan Cheng, Zi-Xiang Tong, Lu Qiu, Junjie Huang

International Journal of Thermal Sciences

DOI

2024

Film hole layout optimization for multi-row film cooling plate in continuous parameter space under non-uniform inlet temperature distribution

Junjie Huang, Jianqin Zhu, Zeyuan Cheng, Zi-Xiang Tong, Lu Qiu, Yanjia Wang

Applied Thermal Engineering

DOI

2024

Simulation on heat transfer characteristics of engineering fuel under supercritical pressure

Dasen Lin, Jianqin Zhu, Haiwang Li, Xizhuo Hu, Zeyuan Cheng

DOI

2024

Study of design methods and heat transfer characteristics of combined cooling structure for turbine blades with turbine inter-vane burner

Zeyuan Cheng, Heng Zhang, Liming Qing, Jianqin Zhu

Applied Thermal Engineering

DOI

2024

The heat transfer mechanism coupling pyrolysis and flow of hydrocarbon fuel in heated tube under supercritical pressure

Dasen Lin, Haiwang Li, Zeyuan Cheng, Jianqin Zhu

Applied Thermal Engineering

DOI

2024

Thermal-hydraulic performance analysis of the supercritical fuel printed circuit heat exchanger with zigzag flow channels

Yingchuan Wei, Xiang Li, Jianqin Zhu, Zeyuan Cheng, Jiaqi Wei

Journal of Physics Conference Series

DOI

2024

Intelligent optimization method for real-time decision-making in laminated cooling configurations through reinforcement learning

Yanjia Wang, Jianqin Zhu, Zeyuan Cheng, Lu Qiu, Zi-Xiang Tong, Junjie Huang

Energy

DOI

2024

Research on the flow and heat transfer characteristics of RP-3 and structural optimization in parallel bending cooling channels

Jianqin Zhu, Yaoxian Jiao, Hao Dong, Zeyuan Cheng, Zi-Xiang Tong

Applied Thermal Engineering

DOI

2024

A Convolutional Neural Network to Predict the Mass Flow Rates of the Holes in Double-Wall Flat Plate

Dike Li, Xinxin Zhang, Lu Qiu, Zhi Tao, Jianqin Zhu

Mechanisms and machine science

DOI

2024

Numerical study on cooling characteristics of turbine blade based on laminated cooling configuration with clapboards

Zhimin Chen, Xuejiao Chen, XuFei Yang, Bo Yu, XuFei Yang, Jianqin Zhu, Yujie Chen, Weihua Cai

Energy

DOI

2024

An attention-based architecture for predicting thermal stress on turbine blade film hole surface using partial temperature data

Junjie Huang, Jianqin Zhu, Zeyuan Cheng, Zi-Xiang Tong, Lu Qiu, Zhi Tao

Journal of Thermal Stresses

DOI

2023

基于迁移学习和物理约束的温度场重构方法

李地科，刘忠信，邱璐，陶智，朱剑琴

《工程热物理学报》

2023

基于约束神经网络的气膜冷效分布预测方法

朱剑琴，李地科，陶智，邱璐，程泽源

《航空动力学报》

2023

基于物理神经网络的导热问题无网格计算方法

王燕嘉，邱璐，朱剑琴

《航空动力学报》

2023

基于卷积神经网络双层壁三维热应力预测方法

黄俊杰，朱剑琴，程泽源

《航空动力学报》

2023

基于神经网络的扰流柱通道表面传热系数预测

姚广宇，邱璐，朱剑琴

《航空动力学报》

2023

基于人工神经网络模型的超临界RP-3热物性计算

陶凯航，朱剑琴，程泽源

《航空动力学报》

2023

Effects of n-decane pyrolytic products on heat transfer in regenerative channels under supercritical pressure

Dasen Lin, Jian-Qin Zhu, Hai-Wang Li, Ze-Yuan Cheng

Applied Thermal Engineering

DOI

2023

Three-Dimensional Temperature Field Prediction in Double-Wall Cooling Structure Using Deep Learning Method

Junjie Huang, Jianqin Zhu, Yanjia Wang, Zeyuan Cheng, Lu Qiu

Mechanisms and machine science

DOI

2023

A Neural Network-Based Method for Solving the Mass Flow Related Forward and Inverse Problems of Laminate Cooling Structures

Yanjia Wang, Jianqin Zhu, Zeyuan Cheng, Kaihang Tao

Mechanisms and machine science

DOI

2022

超燃冲压发动机冷却通道与燃烧室耦合传热数值研究

戎毅，朱剑琴，戴武昊，邱璐

《推进技术》

2022

Effects of blade curvature on flow and heat transfer characteristics of internal cooling at trailing edge

Yan Yan, Jian-Qin Zhu, Ze-Yuan Cheng

Journal of Physics, Conference Series

DOI

2022

Heat Transfer Characteristics and Novel Optimization of a Supercritical N-decane-Cooling Tube under Gravity condition

Jian-Qin Zhu, Chao-Fan Zhao, Z. Tao, Ze-Yuan Cheng

Applied Thermal Engineering

DOI

2022

Artificial neural network analysis of the Nusselt number and friction factor of hydrocarbon fuel under supercritical pressure

Kai-Hang Tao, Jian-Qin Zhu, Ze-Yuan Cheng, Di-Ke Li

Propulsion and Power Research

DOI

2022

Study on Physical Field Prediction of Supercritical Pipe Flow Based on the Data Driven Model

Jian-Qin Zhu, Kai-Hang Tao, Z. Tao, Ze-Yuan Cheng

Social Science Research Network

DOI

2021

Heat transfer characteristics in a rotating wedge-shaped ribbed trailing edge with impingement jet

H. Deng, Jiasen Wang, L. Bai, Jian-Qin Zhu

DOI

2021

Heat transfer in a trailing cooling channel using ejection slot with different chordwise length ratio of impingement cavity

H. Deng, Jiang-Xue Wu, Jian-Qin Zhu, Z. Tao, Shu-Qing Tian

Experimental heat transfer

DOI

2021

A Method of Solving Three Temperature Problem of Turbine With Adiabatic Wall Temperature

Ze-Yu Wu, Xiang Luo, Jian-Qin Zhu, Zhe Zhang, Jiahua Liu

Volume 1

DOI

2021

Heat transfer in a rotating rectangular channel with impingement jet and film holes

Jiasen Wang, H. Deng, Z. Tao, Yang Li, Jian-Qin Zhu

DOI

2021

Numerical and experimental investigations into protection net icing at the helicopter engine inlet

Jin-Chen Tang, Yong-Qi Xie, Jian-Qin Zhu, Xian-Wei Wang, Siyuan Liu, Jian-Zu Yu, Hong-Wei Wu

Aircraft Engineering and Aerospace Technology

DOI

2020

源项不准确加载对源项法模型仿真精度的影响

朱剑琴，李林，邱璐，戎毅，李倩倩

《航空动力学报》

DOI

2020

研究性教学在计算传热学课程中的实践探索

朱剑琴

《教育现代化》

DOI

2020

Experimental study on operating characteristics of a dual compensation chamber loop heat pipe in periodic acceleration fields

Yong-Qi Xie, Xin-Yu Li, Longzhu Han, Jian-Qin Zhu, Hui Gao, D. Wen

Applied Thermal Engineering

DOI

2020

Experimental and analytical study of dual compensation chamber loop heat pipe under acceleration force assisted condition

Longzhu Han, Yong-Qi Xie, Jian-Qin Zhu, Hong-Wei Wu, Hong-Xing Zhang

International Journal of Heat and Mass Transfer

DOI

2020

Artificial intelligence aided design of film cooling scheme on turbine guide vane

Di-Ke Li, Lu Qiu, Kai-Hang Tao, Jian-Qin Zhu

Propulsion and Power Research

DOI

2020

Numerical investigation on convective heat transfer of supercritical aviation kerosene in a horizontal tube under hyper gravity conditions

Lulu Lv, Jie Wen, Yan-Chen Fu, Yongkai Quan, Jian-Qin Zhu, Guoqiang Xu

Aerospace Science and Technology

DOI

2020

Heat transfer in a rotating two-inlet wedge-shaped channel with pin-fins

Hua Li, H. Deng, L. Bai, Jian-Qin Zhu, Shu-Qing Tian, Lu Qiu

DOI

2020

Effect of Blockage Ratio on Heat Transfer and Pressure Drop in Rotating Ribbed Channels at High Rotation Numbers

H. Deng, Hua Li, Z. Tao, Lu Qiu, Jian-Qin Zhu

Journal of Thermal Science

DOI

2020

Effect of the protrusion shape on gas ingestion of two sealing structures

Ze-Yu Wu, Xiang Luo, Jian-Qin Zhu, Hang Chen, Jiahua Liu

DOI

2019

多影响因素作用下碳氢燃料跨临界过程换热恶化的数值研究

李良伟，王畅，朱剑琴，胡希卓

《航空动力学报》

2019

热障涂层在涡轮叶片应用中的热防护有效性

朱剑琴，赵超凡，邱璐，陶智

《航空动力学报》

DOI

2019

Heat transfer degradation of buoyancy involved convective RP-3 hydrocarbon fuel in vertical tubes with various diameters under supercritical pressure

Jian-Qin Zhu, Kai-Hang Tao, Z. Tao, Lu Qiu

DOI

2019

Numerical investigation on flow and heat transfer characteristics of supercritical RP-3 in inclined pipe

Z. Tao, Lian-Xia Li, Jian-Qin Zhu, Xi-Zhuo Hu, Longyun Wang, Lu Qiu

Chinese Journal of Aeronautics

DOI

2019

Experimental investigation on heat transfer of n-decane in a vertical square tube under supercritical pressure

Jian-Qin Zhu, Chao-Fan Zhao, Ze-Yuan Cheng, D. Lin, Z. Tao, Lu Qiu

International Journal of Heat and Mass Transfer

DOI

2018

热裂解对超临界RP-3流动和耦合传热影响的数值模拟研究

胡希卓，陶智，朱剑琴，程泽源

《推进技术》

2018

倾斜圆管内超临界RP-3流动换热特性数值研究

王龙云，朱剑琴，李海旺，程泽源

《推进技术》

2018

Numerical investigation of pyrolysis effects on heat transfer characteristics and flow resistance of n-decane under supercritical pressure

Z. Tao, Xi-Zhuo Hu, Jian-Qin Zhu, Hong-Wei Wu

Chinese Journal of Aeronautics

DOI

2018

Coupling Process Analysis on the Flow and Heat Transfer of Hydrocarbon Fuel With Pyrolysis and Pyrolytic Coking Under Supercritical Pressures

Chao-Fan Zhao, Xi-Zhuo Hu, Jian-Qin Zhu, Z. Tao, Hong-Wei Wu

Heat Transfer

DOI

2018

Heat transfer of a rotating two-inlet trailing edge channel with lateral fluid extractions

H. Deng, L. Li'ang, Jian-Qin Zhu, Z. Tao, Shu-Qing Tian, Ze Yang

DOI

2018

Diameter effect on the heat transfer of supercritical hydrocarbon fuel in horizontal tubes under turbulent conditions

Ze-Yuan Cheng, Z. Tao, Jian-Qin Zhu, Hong-Wei Wu

DOI

2018

Large eddy simulation of supercritical heat transfer to hydrocarbon fuel

Z. Tao, Ze-Yuan Cheng, Jian-Qin Zhu, D. Lin, Hong-Wei Wu

International Journal of Heat and Mass Transfer

DOI

2018

The Counteractive Flow and Heat Transfer in a Narrow Straight Channel With Sidewall Bleeding Slots

Lu Qiu, Yanan Chen, H. Deng, Jian-Qin Zhu

Heat Transfer

DOI

2018

Correction of low-Reynolds number turbulence model to hydrocarbon fuel at supercritical pressure

Z. Tao, Ze-Yuan Cheng, Jian-Qin Zhu, Xi-Zhuo Hu, Longyun Wang

Aerospace Science and Technology

DOI

2017

超临界碳氢燃料流动换热的一维模型

李海旺，王渊，朱剑琴，胡希卓，陶智

《航空动力学报》

2017

压力对超临界碳氢燃料换热恶化影响的数值研究

王龙云，朱剑琴，李海旺，程泽源

《推进技术》

2017

Heat Transfer Deterioration Onset of Hydrocarbon Fuel at Supercritical Pressure

Ze-Yuan Cheng, Z. Tao, Jian-Qin Zhu, Hai-Wang Li, Longyun Wang

DOI

2017

A New Heat Transfer Correlation for Supercritical RP-3 Flowing in Vertical Tubes

Longyun Wang, Z. Tao, Jian-Qin Zhu, Hai-Wang Li, Ze-Yuan Cheng

DOI

2017

Numerical Study of Flow and Heat Transfer of n-Decane with Pyrolysis and Pyrolytic Coking under Supercritical Pressures

Z. Tao, Xi-Zhuo Hu, Jian-Qin Zhu, Ze-Yuan Cheng

DOI

2017

Numerical Study of Pyrolysis Effects on Supercritical-Pressure Flow and Conjugate Heat Transfer of N-Decane in the Square Channel

Xi-Zhuo Hu, Z. Tao, Jian-Qin Zhu, Hai-Wang Li

DOI

2016

低裂解度正癸烷物性快速计算方法

程泽源，朱剑琴

《推进技术》

2016

吸热型碳氢燃料RP-3替代模型研究

程泽源，朱剑琴，金钊

《航空动力学报》

2016

竖直圆管内超临界碳氢燃料换热恶化的直径效应

程泽源，朱剑琴，李海旺

《航空学报》

2016

垂直円管内超臨界炭化水素燃料熱交換悪化の直径効果【JST・京大機械翻訳】

Ze-Yuan Cheng, Jian-Qin Zhu, Hai-Wang Li

2016

超臨界圧での炭化水素燃料への対流熱伝達の予測に及ぼす乱流モデルの効果【Powered by NICT】

Zhi Tao, Ze-Yuan Cheng, Jian-Qin Zhu, Hai-Wang Li

2016

Effect of turbulence models on predicting convective heat transfer to hydrocarbon fuel at supercritical pressure

Z. Tao, Ze-Yuan Cheng, Jian-Qin Zhu, Hai-Wang Li

DOI

2016

Heat transfer investigation in a rotating U-turn smooth channel with irregular cross-section

Hai-Wang Li, Ru-Quan You, H. Deng, Z. Tao, Jian-Qin Zhu

DOI

2015

Numerical investigation of heat transfer characteristics and flow resistance of kerosene RP-3 under supercritical pressure

Jian-Qin Zhu, Z. Tao, H. Deng, Kai Wang, Xiao Yu

DOI

2014

Experimental study of heat transfer characteristic on jet impingement cooling with film extraction flow

Kai Wang, Hai-Wang Li, Jian-Qin Zhu

DOI

2013

Computational research on film cooling under rotating frame by an anisotropic turbulence model

Jian-Qin Zhu, Kai Wang, Chao-Qun Nie

DOI

2013

Experimental study on heat transfer and flow resistance in improved latticework cooling channels

H. Deng, Kai Wang, Jian-Qin Zhu, W. Pan

Journal of Thermal Science

DOI

2013

Numerical Study of Heat Transfer of RP-3 at Supercritical Pressure

Yuan Ren, Jian-Qin Zhu, H. Deng

DOI

2012

Experiments on impingement heat transfer with film extraction flow on the leading edge of rotating blades

H. Deng, Zhenpeng Gu, Jian-Qin Zhu, Z. Tao

DOI

2011

旋转状态下叶片前缘复合换热实验

谷振鹏，邓宏武，陶智，朱剑琴

《北京航空航天大学学报》

2011

Computational research on rotating channel by a modified anisotropic turbulence model

Jian-Qin Zhu, Z. Tao, Chao-Qun Nie

DOI

2010

应用各向异性湍流模型对气膜冷却的数值研究

朱剑琴，徐国强，孙纪宁，邓宏武

《航空动力学报》

2010

Application of the TLVA model for predicting film cooling under rotating frames

Guoqiang Xu, Jian-Qin Zhu, Z. Tao

DOI

2010

Notice of RetractionThe deduction and application of a rotational-modified anisotropic turbulence model

Jian-Qin Zhu, Guoqiang Xu

International Conference on Computer Engineering and Technology

DOI

2009

带肋变截面回转通道内流动与换热的数值模拟

朱剑琴，徐国强，陶智，丁水汀

《北京航空航天大学学报》

2009

Numerical investigation of heat transfer and flow resistance in U-shaped variable cross-section channels with different rib heights

Jian-Qin Zhu, Guoqiang Xu, Z. Tao, S. Ding

2008

应用修正湍流模型对旋转通道内换热的模拟

陶智，徐学亮，邓宏武，朱剑琴

《北京航空航天大学学报》

精选作品

期刊论文

基于神经网络的层板结构冷却性能预测

肋结构对旋转通道内超临界碳氢燃料裂解换热特性的影响

非均匀加热下超临界燃油在并联双管中质量流量分配特性

外对流加热条件下方形通道内正癸烷的传热与裂解特性研究

An innovative virtual fuel model for predicting the thermophysical properties of supercritical RP-3 aviation kerosene

Numerical investigation on flow instability of supercritical n-decane in a vertical upward tube with pyrolysis effects

A Hierarchical Deep Learning Framework for Rapid Thermal Stress Assessment in Double-wall Cooled Turbine Blades

Synergistic two-variable data assimilation for enhanced turbine blade film-cooling predictions

涡轮叶片高温薄膜传感器喷墨打印制造方法研究

带曲率气膜孔的设计参数敏感性分析及多目标优化

超临界压力下基于径向热物性分布的碳氢燃料流动换热特性研究

PCHE流道形状对航空煤油氧化结焦特性的影响

Research on turbine blade temperature field reconstruction by coupling proper orthogonal decomposition and artificial neural network methods

A simplified theoretical calculation model for temperature and overall cooling effectiveness of double-wall structure

Multi-objective optimization of fan-shaped film hole for balancing heat transfer and thermal stress based on ANN and NSGA-II

Data-driven model of film cooling superposition with vortex encoding

Numerical Investigation of Pyrolytic Coking and Its Effects on Heat Transfer of RP-3

Global kinetic modeling in oxidation coking of supercritical hydrocarbon fuel

A multi-condition spectral proper orthogonal decomposition approach for reconstruction of transient temperature fields in turbine blades

Comparison of Proper Orthogonal Decomposition and Auto-Encoder as Reduced-Order Models for Reconstruction and Prediction of Turbine Blade Temperature Field With Sparse Data

第三类加热边界条件下超临界正癸烷的流动换热和热裂解特性研究

航空发动机数字孪生工程：内涵与关键技术

柱坐标系强守恒型动量方程离散方法研究

基于双向耦合的燃烧室与冷却通道的传热研究

基于油冷叶片的涡轮叶间燃烧性能研究

Numerical Study of Cooling Performance of Laminate Cooling Configuration with Improved Film Holes

Topology optimization with vortex-intensity-based objective function enables novel film cooling hole with superior performance

Transfer learning neural network for reconstructing temperature field in film cooling with scarce local measurements

Hybrid AI framework for the predictions of film cooling effectiveness distribution with various surface curvatures and compound angles

Rapid Online Estimation of Time-Varying Thermal Boundary Conditions in Convective Heat Transfer Problem by ANN-Based Extended Kalman Smoothing Algorithm

Effects of the 1-0-1 Structure Arrangement on the Cooling Effectiveness of Double-Wall Blade Suction Side with High Rotational Speeds

Intelligent decision-making approach for rapid optimization of double-wall cooling structures under varying cooling demands

Film hole layout optimization for multi-row film cooling plate in continuous parameter space under non-uniform inlet temperature distribution

Simulation on heat transfer characteristics of engineering fuel under supercritical pressure

Study of design methods and heat transfer characteristics of combined cooling structure for turbine blades with turbine inter-vane burner

The heat transfer mechanism coupling pyrolysis and flow of hydrocarbon fuel in heated tube under supercritical pressure

Thermal-hydraulic performance analysis of the supercritical fuel printed circuit heat exchanger with zigzag flow channels

Intelligent optimization method for real-time decision-making in laminated cooling configurations through reinforcement learning

Research on the flow and heat transfer characteristics of RP-3 and structural optimization in parallel bending cooling channels

A Convolutional Neural Network to Predict the Mass Flow Rates of the Holes in Double-Wall Flat Plate

Numerical study on cooling characteristics of turbine blade based on laminated cooling configuration with clapboards

An attention-based architecture for predicting thermal stress on turbine blade film hole surface using partial temperature data

基于迁移学习和物理约束的温度场重构方法

基于约束神经网络的气膜冷效分布预测方法

基于物理神经网络的导热问题无网格计算方法

基于卷积神经网络双层壁三维热应力预测方法

基于神经网络的扰流柱通道表面传热系数预测

基于人工神经网络模型的超临界RP-3热物性计算

Effects of n-decane pyrolytic products on heat transfer in regenerative channels under supercritical pressure

Three-Dimensional Temperature Field Prediction in Double-Wall Cooling Structure Using Deep Learning Method

A Neural Network-Based Method for Solving the Mass Flow Related Forward and Inverse Problems of Laminate Cooling Structures

超燃冲压发动机冷却通道与燃烧室耦合传热数值研究

Effects of blade curvature on flow and heat transfer characteristics of internal cooling at trailing edge

Heat Transfer Characteristics and Novel Optimization of a Supercritical N-decane-Cooling Tube under Gravity condition

Artificial neural network analysis of the Nusselt number and friction factor of hydrocarbon fuel under supercritical pressure

Study on Physical Field Prediction of Supercritical Pipe Flow Based on the Data Driven Model

Heat transfer characteristics in a rotating wedge-shaped ribbed trailing edge with impingement jet

Heat transfer in a trailing cooling channel using ejection slot with different chordwise length ratio of impingement cavity

A Method of Solving Three Temperature Problem of Turbine With Adiabatic Wall Temperature

Heat transfer in a rotating rectangular channel with impingement jet and film holes

Numerical and experimental investigations into protection net icing at the helicopter engine inlet

源项不准确加载对源项法模型仿真精度的影响

研究性教学在计算传热学课程中的实践探索

Experimental study on operating characteristics of a dual compensation chamber loop heat pipe in periodic acceleration fields

Experimental and analytical study of dual compensation chamber loop heat pipe under acceleration force assisted condition

Artificial intelligence aided design of film cooling scheme on turbine guide vane

Numerical investigation on convective heat transfer of supercritical aviation kerosene in a horizontal tube under hyper gravity conditions

Heat transfer in a rotating two-inlet wedge-shaped channel with pin-fins

Effect of Blockage Ratio on Heat Transfer and Pressure Drop in Rotating Ribbed Channels at High Rotation Numbers

Effect of the protrusion shape on gas ingestion of two sealing structures

多影响因素作用下碳氢燃料跨临界过程换热恶化的数值研究

热障涂层在涡轮叶片应用中的热防护有效性

Heat transfer degradation of buoyancy involved convective RP-3 hydrocarbon fuel in vertical tubes with various diameters under supercritical pressure

Numerical investigation on flow and heat transfer characteristics of supercritical RP-3 in inclined pipe

Experimental investigation on heat transfer of n-decane in a vertical square tube under supercritical pressure

热裂解对超临界RP-3流动和耦合传热影响的数值模拟研究

倾斜圆管内超临界RP-3流动换热特性数值研究

Numerical investigation of pyrolysis effects on heat transfer characteristics and flow resistance of n-decane under supercritical pressure