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个人简介

教育背景 2001-2006 中国科学技术大学,博士 1996-2001 中国科学技术大学,学士 工作履历 2019-今 清华大学能源与动力工程系/燃烧能源中心,长聘教授 2012-2019 清华大学能源与动力工程系/燃烧能源中心,特别研究员 2012-2012 美国南加州大学航空与机械工程系, Research Associate 2010-2012 美国普林斯顿大学机械与航空工程系, Combustion Energy Research Fellow 2008-2012 美国桑迪亚国家实验室多次访问研究 2006-2012 美国劳伦斯伯克利国家实验室多次访问研究 2006-2010 美国康奈尔大学应用与工程物理系,博士后 学术兼职 Combustion and Flame 客座主编 (Gest Editor, 2021-2022) Combustion Science and Technology副主编 (Associate Editor, 2016- ) Fuel编委 (2019- ) Journal of Thermal Science编委 (2018- ) “燃烧科学与技术”编委 (2019- ) “煤炭转化”编委 (2020- ) 第36届国际燃烧会议反应动力学论坛共同主席 (CCC, 2016) 第37届国际燃烧会议反应动力学论坛共同主席 (CCC, 2018) 第38届国际燃烧会议反应动力学论坛主席 (CC, 2020) 第39届国际燃烧会议低排放燃烧技术论坛共同主席 (CCC, 2022) 国际燃烧学会理事提名委员会委员 (2014) 国际燃烧学会暑期学校(ICISS)委员会委员 (January, June 2015) 国际燃烧学会Hiroshi Tsuji奖评选委员会委员 (2017-2018) 国际燃烧学会执委会提名委员会委员 (2019) 国际燃烧学会会员(CI), 美国化学学会会员(ACS),美国质谱学会会员,美国机械工程师协会会员 第10届亚太燃烧会议秘书长 (Secretaries-General,2015) 第10届、12届、13届亚太燃烧会议程序委员会委员 (2015, 2019, 2021) 第11届国际化学动力学会议(ICCK)科学顾问委员会委员 (2019) GKIAC会议科学顾问委员会委员 (2019) 国家同步辐射实验室用户专家委员会委员 (2015-) 中国工程热物理学会燃烧学专委会委员 (2021-) 中国工程热物理学会燃烧分会奖励委员会委员 (2015-) 第四届、第五届全国青年燃烧学术会议共同主席 (2018, 2019) 2014-2017年中国燃烧学学术年会程序委员会委员 (2014-2017) 奖励与荣誉 国际燃烧学会会士(Fellow of the Combustion Institute),2021 第38届国际燃烧会议主旨邀请报告(Invited Topical Review),2021 清华大学优秀本科生班主任,2021 国际燃烧学会杰出研究奖(Research Excellence Award),2020 国家自然科学二等奖 (第三完成人),“发动机燃烧反应网络调控理论及方法”,2018 清华大学优秀博士生导师,2018 The 56th Korean Society of Combustion Symposium, Plenary Lecture,2018 安徽省科学技术奖一等奖 (第三完成人),“燃烧微观结构和反应动力学研究”,2014 美国能源部燃烧能源前沿研究中心 Combustion Energy Research Fellow,2010 第二届“中国百篇最具影响优秀国际学术论文”,2008 中国科学技术大学优秀毕业生,2001

研究领域

1)燃烧反应动力学模型的智能化构建方法(基于模型分析的实验设计及模型优化平台OptEx、基于神经网络的正向及反向不确定性分析、基于灵敏性熵和灵敏性/活性子空间相似性分析的实验设计、模型降维、人工神经网络及特征提取、数据库及数据挖掘、Physics-Informed Deep Learning等) 2)燃烧反应动力学机理及燃料设计(碳中和燃料:氢、氨、合成气、多醚类燃料、合成燃料(e-fuels)等,生物液体燃料,航空燃料及推进燃料,小分子基础燃料等) 3)燃烧诊断(基于分子束质谱、同步辐射、二维色谱、离子阱质谱等)及基础燃烧实验(快压机、层流火焰、流动管热解、JSR低温氧化等) 4)燃烧反应路径调控(催化燃烧、等离子辅助燃烧、臭氧等活性介质辅助燃烧) 5)极端条件下的燃烧动力学(低温、高压、低压、微重力、超临界) 6)二氧化碳高效催化转化

碳中和及空天动力燃料、燃烧反应动力学、燃烧诊断、不确定性分析、污染物排放与控制

近期论文

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Experimental and kinetic modeling studies on oxidation of n-heptane under oxygen enrichment in a jet-stirred reactor  FUEL[0016-2361], Published 2023, Volume 332, Exploring low-temperature oxidation of methacrolein with insights into fuel molecular structure effects COMBUSTION AND FLAME[0010-2180], Published 2023, Volume 248, High-temperature thermal decomposition of triphenyl phosphate vapor in an inert medium: Flow reactor pyrolysis, quantum chemical calculations, and kinetic modeling COMBUSTION AND FLAME[0010-2180], Published 2023, Volume 249, Flame-Solid Interaction: Thermomechanical Analysis for a Steady Laminar Stagnation Flow Stoichiometric NH3-H-2 Flame at a Plane Wall ENERGY & FUELS[0887-0624], Published 2023, Volume 37, Issue 4, Pages 3294-3306 航空煤油反应动力学模型的发展现状和挑战 清华大学学报(自然科学版)[1000-0054], Published 2023, Volume 63, Issue 4, Pages 521-545 Plasma-assisted low-temperature oxidation of n-butane: A synchrotron photoionization mass spectrometry and kinetic modeling study Applications in Energy and Combustion Science[2666-352X], Published 2023, Volume 14, Exploring the low-temperature oxidation chemistry with ozone addition in an RCM: A case study on ethanol COMBUSTION AND FLAME[0010-2180], Published 2022, Volume 237, 等离子体辅助丙酮低温氧化的研究 燃烧科学与技术[1006-8740], Published 2022, Issue 1, Pages 32-39 Towards carbon neutrality and advanced engines: Progress in combustion kinetics research methods 面向碳中和与先进动力的燃烧反应动力学研究方法进展 Qinghua Daxue Xuebao/Journal of Tsinghua University[1000-0054], Published 2022, Volume 62, Issue 4, Pages 663-677 Combustion kinetic model optimization using the derived targets from MBMS experiments Combustion and Flame[0010-2180], Published 2022, Volume 243, Dual Functionalized Interstitial N Atoms in Co3Mo3N Enabling CO2 Activation  ACS CATALYSIS[2155-5435], Published 2022, Volume 12, Issue 8, Pages 4696-4706 Correlation in quantum chemical calculation and its effect on the uncertainty of theoretically pre dicte d rate coefficients and branching ratios COMBUSTION AND FLAME[0010-2180], Published 2022, Volume 242, OptEx: An integrated framework for experimental design and combustion kinetic model optimization Combustion and Flame[0010-2180], Published 2022, Volume 245, Research Progress and Prospect of Combustion Reaction Kinetics for Carbon Neutrality 面向碳中和的燃烧反应动力学研究进展与展望 Kung Cheng Je Wu Li Hsueh Pao/Journal of Engineering Thermophysics[0253-231X], Published 2022, Volume 43, Issue 8, Pages 1993-2008 Characterization of the low-temperature oxidation chemistry of an unsaturated aldehyde 2-butenal in a Jet-stirred reactor Proceedings of the Combustion Institute[1540-7489], Published 2022, Unveiling the mechanism of controllable CO2 hydrogenation by group VIB metal single atom anchored on N-doped graphite: A density functional theory study  INTERNATIONAL JOURNAL OF HYDROGEN ENERGY[0360-3199], Published 2022, Volume 47, Issue 97, Pages 40972-40985 Improving the Predictive Accuracy for Ketene in Diacetyl Laminar Premixed Flames: Experiment and Model Analysis JOURNAL OF PHYSICAL CHEMISTRY A[1089-5639], Published 2022, Volume 126, Issue 50, Pages 9475-9484 Molecular-growth pathways in premixed flames of benzene and toluene doped with propyne COMBUSTION AND FLAME[0010-2180], Published 2022, Volume 243, 基于组分半全局敏感性的燃烧反应动力学模型简化方法 燃烧科学与技术[1006-8740], Published 2022, Volume 28, Issue 6, Pages 715-721 Experimental and kinetic modeling studies on oxidation of n-heptane under oxygen enrichment in a jet-stirred reactor E3S Web of Conferences[2555-0403], Published 2022, Volume 360, Exploring low-temperature oxidation chemistry of 2- and 3-pentanone Combustion and Flame[0010-2180], Published 2022, An experimental and modeling study on auto-ignition of ammonia in an RCM with N2O and H2 addition Proceedings of the Combustion Institute[1540-7489], Published 2022, A kinetic investigation on low-temperature ignition of propane with ozone addition in an RCM Proceedings of the Combustion Institute[1540-7489], Published 2022, Synergistic effects in toluene/C3H4 isomers co-pyrolysis: Formation of indene and naphthalene Proceedings of the Combustion Institute[1540-7489], Published 2022, Experimental and modeling study of the low to high-temperature oxidation of the methyl isopropyl ketone in O2/N2/Ar and O2/CO2/Ar atmospheres Proceedings of the Combustion Institute[1540-7489], Published 2022, Oxidation of ethyl methyl ether: Jet-stirred reactor experiments and kinetic modeling Proceedings of the Combustion Institute[1540-7489], Published 2022, Predicting octane number from species profiles: A deep learning model Proceedings of the Combustion Institute[1540-7489], Published 2022, Using active subspace-based similarity analysis for design of combustion experiments Proceedings of the Combustion Institute[1540-7489], Published 2022, High-efficiency design of combustion kinetic experiments based on genetic algorithm Proceedings of the Combustion Institute[1540-7489], Published 2022, A new jet fuel surrogate formulated by emulating the distribution of pyrolysis products obtained from shock tube experiments FUEL[0016-2361], Published 2021, Volume 283, Exploring chemical kinetics of plasma assisted oxidation of dimethyl ether (DME) COMBUSTION AND FLAME[0010-2180], Published 2021, Volume 225, Pages 388-394 Comparing the pyrolysis kinetics of dimethoxymethane and 1,2-dimethoxyethane: An experimental and kinetic modeling study COMBUSTION AND FLAME[0010-2180], Published 2021, Volume 226, Pages 260-273 MBMS study on plasma-assisted low-temperature oxidation of n-heptane and iso-octane in a flow reactor International Journal of Chemical Kinetics[0538-8066], Published 2021, Volume 53, Issue 3, Pages 428-439 Chemical kinetic model reduction through species-targeted global sensitivity analysis (STGSA) Combustion and Flame[0010-2180], Published 2021, Volume 224, Pages 73-82 Entanglement of n- heptane and iso- butanol chemistries in flames fueled by their mixtures  PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2021, Volume 38, Issue 2, Pages 2387-2395 Isomer-specific speciation behaviors probed from premixed flames fueled by acetone and propanal PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2021, Volume 38, Issue 2, Pages 2441-2448 Isomer-specific influences on ignition and intermediates of two C5 ketones in an RCM PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2021, Volume 38, Issue 2, Pages 2295-2303 Exploring the oxidation chemistry of diisopropyl ether: Jet-stirred reactor experiments and kinetic modeling & nbsp; PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2021, Volume 38, Issue 1, Pages 321-328 Determination of rate constants for a thermoneutral H-abstraction reaction: Allylic hydrogen abstraction from 1,5-hexadiene by allyl radical PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2021, Volume 38, Issue 1, Pages 861-869 From inherent correlation to constrained measurement: Model-assisted calibration in MBMS experiments  PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2021, Volume 38, Issue 1, Pages 1071-1079 Evaluation of reduced combustion kinetic mechanisms using global sensitivity-based similarity analysis (GSSA) PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2021, Volume 38, Issue 1, Pages 1081-1088 Towards predictive combustion kinetic models: Progress in model analysis and informative experiments PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2021, Volume 38, Issue 1, Pages 199-222 Dimensionality reduction for surrogate model construction for global sensitivity analysis: Comparison between active subspace and local sensitivity analysis COMBUSTION AND FLAME[0010-2180], Published 2021, Volume 232, Review of the Influence of Oxygenated Additives on the Combustion Chemistry of Hydrocarbons ENERGY & FUELS[0887-0624], Published 2021, Volume 35, Issue 17, Pages 13550-13568 Pyrolysis of Lignocellulosic Biofuel Di-n-butyl Ether (DBE): Flow Reactor Experiments and Kinetic Modeling ENERGY & FUELS[0887-0624], Published 2021, Volume 35, Issue 17, Pages 14077-14086 正丙醚低温氧化特性的反应机理研究 工程热物理学报[0253-231X], Published 2021, Issue 8, Pages 2169-2174 Experimental and kinetic modeling investigation on 2,5-hexanedione oxidation in a jet-stirred reactor Combustion and Flame[0010-2180], Published 2021, Volume 234, Chemical insights into the multi-regime low-temperature oxidation of di-n-propyl ether: Jet-stirred reactor experiments and kinetic modeling  Combustion and Flame[0010-2180], Published 2021, Volume 233, A rapid compression machine coupled with time-resolved molecular beam mass spectrometry for gas-phase kinetics studies REVIEW OF SCIENTIFIC INSTRUMENTS[0034-6748], Published 2021, Volume 92, Issue 8, Facilitating Bayesian analysis of combustion kinetic models with artificial neural network Combustion and Flame[0010-2180], Published 2020, Volume 213, Pages 87-97 Influence of ozone addition on the low-temperature oxidation of dimethyl ether in a jet-stirred reactor  COMBUSTION AND FLAME[0010-2180], Published 2020, Volume 214, Pages 277-286 Global uncertainty analysis for the RRKM/master equation modeling of a typical multi-well and multi-channel reaction system COMBUSTION AND FLAME[0010-2180], Published 2020, Volume 216, Pages 62-71 High Temperature Rapid Compression Machine Investigation of 2-Pentanone on Ignition Process Kung Cheng Je Wu Li Hsueh Pao/Journal of Engineering Thermophysics[0253-231X], Published 2020, Volume 41, Issue 3, Pages 740-747 Investigation of the low-temperature oxidation of n-butanal in a jet-stirred reactor  PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2019, Volume 37, Issue 1, Pages 453-460 Insights into the oxidation kinetics of a cetane improver-1,2-dimethoxyethane (1,2-DME) with experimental and modeling methods  PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2019, Volume 37, Issue 1, Pages 555-564 Understanding benzene formation pathways in pyrolysis of two C6H10 isomers: Cyclohexene and 1,5-hexadiene PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2019, Volume 37, Issue 1, Pages 1091-1098 Probing fuel-specific reaction intermediates from laminar premixed flames fueled by two C-5 ketones and model interpretations  PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2019, Volume 37, Issue 2, Pages 1699-1707 A molecular beam mass spectrometric investigation of plasma assisted oxidation and pyrolysis of methane PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2019, Volume 37, Issue 4, Pages 5577-5586 Calculation of the absolute photoionization cross-sections for C1-C4 Criegee intermediates and vinyl hydroperoxides JOURNAL OF CHEMICAL PHYSICS[0021-9606], Published 2019, Volume 150, Issue 16, Providing effective constraints for developing ketene combustion mechanisms: A detailed kinetic investigation of diacetyl flames COMBUSTION AND FLAME[0010-2180], Published 2019, Volume 205, Pages 11-21 Global uncertainty and sensitivity analysis of ignition predictions for an n-decane kinetic model 12th Asia-Pacific Conference on Combustion, ASPACC 2019, Published 2019, Global Reduction for Combustion Reaction Mechanism and Skeletal Mechanism Optimization 燃烧反应机理全局性简化及骨架机理优化 Ranshao Kexue Yu Jishu/Journal of Combustion Science and Technology[1006-8740], Published 2019, Volume 25, Issue 5, Pages 395-400 低压实验对高压条件下燃烧动力学模型预测的约束 工程热物理学报[0253-231X], Published 2018, Volume 39, Issue 02, Pages 457-463 Shared low-dimensional subspaces for propagating kinetic uncertainty to multiple outputs COMBUSTION AND FLAME[0010-2180], Published 2018, Volume 190, Pages 146-157 Exploring the negative temperature coefficient behavior of acetaldehyde based on detailed intermediate measurements in a jet-stirred reactor  Combustion and Flame[0010-2180], Published 2018, Volume 192, Pages 120-129 Elucidating the flame chemistry of monoglyme via experimental and modeling approaches Combustion and Flame[0010-2180], Published 2018, Volume 191, Pages 298-308 Modeling study of the anti-knock tendency of substituted phenols as additives: An application of the reaction mechanism generator (RMG)  Physical Chemistry Chemical Physics[1463-9076], Published 2018, Volume 20, Issue 16, Pages 10637-10649 Exploration of the oxidation chemistry of dimethoxymethane: Jet-stirred reactor experiments and kinetic modeling COMBUSTION AND FLAME[0010-2180], Published 2018, Volume 193, Pages 491-501 Combustion kinetic model development using surrogate model similarity method COMBUSTION THEORY AND MODELLING[1364-7830], Published 2018, Volume 22, Issue 4, Pages 777-794 A further experimental and modeling study of acetaldehyde combustion kinetics  COMBUSTION AND FLAME[0010-2180], Published 2018, Volume 196, Pages 337-350 Revealing the doping effects of C2H6O isomers on a benzene flame: An experimental and modeling study COMBUSTION AND FLAME[0010-2180], Published 2018, Volume 197, Pages 355-368 Quantification of the resonance stabilized C4H5 isomers and their reaction with acetylene COMBUSTION AND FLAME[0010-2180], Published 2018, Volume 198, Pages 334-341 Experimental Investigation of Plasma Assisted Oxidation System Using Molecular Beam Mass Spectrometry Kung Cheng Je Wu Li Hsueh Pao/Journal of Engineering Thermophysics[0253-231X], Published 2018, Volume 39, Issue 7, Pages 1609-1613 The influence of dimethoxy methane (DMM)/dimethyl carbonate (DMC) addition on a premixed ethane/oxygen/argon flame  PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2017, Volume 36, Issue 1, Pages 449-457 Using sensitivity entropy in experimental design for uncertainty minimization of combustion kinetic models PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2017, Volume 36, Issue 1, Pages 709-716 Speciation and the laminar burning velocities of poly(oxymethylene) dimethyl ether 3 (POMDME3) flames: An experimental and modeling study PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2017, Volume 36, Issue 1, Pages 1269-1278 Investigation of the chemical structures of laminar premixed flames fueled by acetaldehyde  PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2017, Volume 36, Issue 1, Pages 1287-1294 Species diagnostics and modeling study of laminar premixed flames fueled by acetone-butanol-ethanol (ABE) PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2017, Volume 36, Issue 1, Pages 1303-1310 The influence of i-butanol addition to the chemistry of premixed 1,3-butadiene flames  PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2017, Volume 36, Issue 1, Pages 1311-1319 Exploring the high-temperature kinetics of diethyl carbonate (DEC) under pyrolysis and flame conditions  COMBUSTION AND FLAME[0010-2180], Published 2017, Volume 181, Pages 71-81 Pressure-dependent kinetics on the C4H7 potential energy surface and its effect on combustion model predictions COMBUSTION AND FLAME[0010-2180], Published 2017, Volume 181, Pages 100-109 Measurement of reaction rate constants using RCM: A case study of decomposition of dimethyl carbonate to dimethyl ether COMBUSTION AND FLAME[0010-2180], Published 2017, Volume 183, Pages 30-38 Initiation mechanism of 1,3-butadiene combustion and its effect on soot precursors COMBUSTION AND FLAME[0010-2180], Published 2017, Volume 184, Pages 167-175 Experimental and modeling efforts towards a better understanding of the high-temperature combustion kinetics of C-3-C-5 ethyl esters COMBUSTION AND FLAME[0010-2180], Published 2017, Volume 185, Pages 173-187 Synchrotron-Based VUV Photoionization Mass Spectrometry in Combustion Chemistry Research Synchrotron Radiation Applications, World Scientific/Imperial College Press, Published 2017, The constrait effect of low pressure experimental data on high pressure combustion model predictions J. Eng. Thermophys, Published 2017, Volume 38, Investigations of the low-temperature oxidation of acetaldehyde in a Jet Stirred Reactor 11th Asia-Pacific Conference on Combustion, ASPACC 2017, Published 2017, Volume 2017-December, Propagation of kinetic uncertainty through surrogate subspace in combustion simulations 10th U.S. National Combustion Meeting, Published 2017, Volume 2017-April, An experimental and kinetic modeling study on dimethyl carbonate (DMC) pyrolysis and combustion  COMBUSTION AND FLAME[0010-2180], Published 2016, Volume 164, Pages 224-238 First-stage ignition delay in the negative temperature coefficient behavior: Experiment and simulation COMBUSTION AND FLAME[0010-2180], Published 2016, Volume 167, Pages 14-23 Accelerate global sensitivity analysis using artificial neural network algorithm: Case studies for combustion kinetic model COMBUSTION AND FLAME[0010-2180], Published 2016, Volume 168, Pages 53-64 An adaptive distance-based group contribution method for thermodynamic property prediction PHYSICAL CHEMISTRY CHEMICAL PHYSICS[1463-9076], Published 2016, Volume 18, Issue 34, Pages 23822-23830 Understanding the reaction pathways in premixed flames fueled by blends of 1,3-butadiene and n-butanol  PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2015, Volume 35, Issue 1, Pages 771-778 Kinetics of catalytic oxidation of ethylene over palladium oxide PROCEEDINGS OF THE COMBUSTION INSTITUTE[1540-7489], Published 2015, Volume 35, Issue 2, Pages 2233-2240 An Experimental and Kinetic Modeling Study of Premixed Laminar Flames of Methyl Pentanoate and Methyl Hexanoate  ZEITSCHRIFT FUR PHYSIKALISCHE CHEMIE-INTERNATIONAL JOURNAL OF RESEARCH IN PHYSICAL CHEMISTRY & CHEMICAL PHYSICS[0942-9352], Published 2015, Volume 229, Issue 5, Pages 759-780 Global uncertainty analysis for RRKM/master equation based kinetic predictions: A case study of ethanol decomposition  COMBUSTION AND FLAME[0010-2180], Published 2015, Volume 162, Issue 9, Pages 3427-3436 Pyrolysis of 2-methyl-1-butanol at low and atmospheric pressures: Mass spectrometry and modeling studies Proceedings of the Combustion Institute[1540-7489], Published 2015, Volume 35, Issue 1, Pages 409-417 Experimental and kinetic modeling study of C4 hydrocarbons combustion ASPACC 2015 - 10th Asia-Pacific Conference on Combustion, Published 2015, A kinetic study of diethyl carbonate (DEC) high-temperature chemistry ASPACC 2015 - 10th Asia-Pacific Conference on Combustion, Published 2015, Experimental study of dimethoxymethane and dimethyl carbonate addition to premixed ethane/oxygen/argon flame 8th US National Combustion Meeting 2013, Published 2013, Volume 2, Pages 1538-1543

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