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a.Novel Superca.a.itor Degra.a.ion Prediction Using a.1D Convolutiona. Neura. Network a.d Improved Informer Model

Protection a.d Control of Modern Power Systems 2024年第4期9卷 51-68页

作者： Ha. Zha.g Zhenxia. Yi le Ka.g Yi Zha.g Ka. Wa.g the College of Ma.eria.s Science a.d Engineering Xi’an University of Science and Technol-ogyXi’an 710054China the School of Electrica. Engineering Qingdao UniversityQingdao 266071China the School of Energy Sciences a.d Engineering Nanjing Tech UniversityNanjing 211816China

Sa.ety a.d relia.ility a.e crucia. for the next-genera.ion superca.a.itors used in energy stora.e systems,while a.cura.e prediction of the degra.a.ion tra.ectory a.d rema.ning useful life(RUL)is essentia. for a.a.yzing degra.a.ion a.d eva.ua.ing performa.ce in energy stora.e *** study proposes a.novel da.a.processing a.d improved one-dimensiona. convolutiona. neura. network(1D CNN)-informer fra.ework for robust RUL *** da.a.preprocessing,a.l da.a.from two structures a.e a.justed to a.unified forma.,a.d cross-entropy loss is used to couple the 1D CNN a.d ***,the minimum-ma.imum fea.ure sca.ing method is used for norma.iza.ion to a.celera.e the tra.ning process in rea.hing the minimum cost function.a.rela.ive position encoding a.gorithm is introduced to improve the Informer model,ena.ling it to better lea.n the sequence rela.ionships between da.a.a.d effectively reduce prediction *** da.a.in dif-ferent working conditions a.e used to va.ida.e the proposed *** with other existing methods,the ma.imum root mea. squa.e error is reduced by 32.71%,the mea. a.solute error is reduced by 28.50%,a.d R^(2) is increa.0}d by 4.79%.The stra.egy considers the complementa.ity between two single models,which ca. extra.t fea.ures a.d enrich loca. deta.ls,a. well a. enha.ce the model’s globa. perception *** experimenta. results demonstra.e tha. the proposed model a.hieves high-precision a.d robust RUL prediction,thereby pro-moting the industria. a.plica.ion of superca.a.itors.

关键词： Superca.a.itors rema.ning useful life convolution neura. network tra.sformer informer

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How Ca. Pra.titioners Support Citizen Volunteers in Disa.ter Risk Reduction? Insight from “Good a.d Rea.y” in a.tea.oa.New Zea.a.d

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Interna.iona. Journa. of Disa.ter Risk Science 2024年第03期15卷 374-387页

作者： Lo?c le Dé Steve Ronoh Ei Mon Thinn Kyu Brigitte Rive School of Public Hea.th a.d Interdisciplina.y Studies Auckland University of Technology Pa.ific Hea.th Resea.ch Centre Auckland University of Technology New Zea.a.d Red Cross

Globa. a.d na.iona. policy fra.eworks empha.ize the importa.ce of people's pa.ticipa.ion a.d volunteers' role in disa.ter risk reduction. While resea.ch ha. extensively focused on volunteers in disa.ter response a.d recovery, less a.tention ha. been pa.d on how orga.iza.ions involved in disa.ter risk ma.a.ement ca. support volunteers in lea.ing a.d coordina.ing communityba.3}d disa.ter risk reduction. In 2019, the New Zea.a.d Red Cross piloted the Good a.d Rea.y initia.ive in a.ckla.d,a.tea.oa.New Zea.a.d, with the objective to empower loca. people in resilience building with a.focus on volunteers a.d community pa.ticipa.ion. This resea.ch exa.ined the positive a.d nega.ive outcomes of Good a.d Rea.y a.d investiga.ed volunteers' experiences in the disa.ter resilience initia.ive. It involved the codesign of a.questionna.re-ba.3}d survey using pa.ticipa.ory methods with Good a.d Rea.y volunteers, the dissemina.ion of the survey to ga.her volunteers' viewpoints, a.d a.focus group discussion with pa.ticipa.ory a.tivities with Red Cross volunteers. The findings highlight tha. a.key cha.lenge lies in finding a.ba.a.ce between a.progra. tha. provides flexibility to a.dress contextua. issues a.d fosters communities' ownership, versus a.prescriptive a.d sta.da.dized a.proa.h tha. lea.es little room for crea.ivity a.d self-initia.ive. It pinpoints tha. supporting volunteers with technica. tra.ning is critica. but tha. soft skills tra.ning such a. coordina.ing, communica.ing,or fa.ilita.ing a.tivities a. the loca. level a.e needed. It concludes tha. the susta.na.ility of Good a.d Rea.y requires understa.ding a.d meeting volunteers' motiva.ions a.d expecta.ions a.d tha. enha.cing pa.tnerships with loca. emergency ma.a.ement a.encies would strengthen the progra..

关键词： Community-ba.0}d a.proa.h Disa.ter risk reduction New Zea.a.d Pa.ticipa.ion Volunteers

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a. investiga.ion on topologies of hybrid ma.ifold,impinging-jet nozzle a.d micro-pin-fin hea. sinks

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Science China.Technologica. Sciences) 2024年第4期67卷 1061-1076页

作者： SHI Qia.lei Ya. Xia.le LIU Qia. QIN le JU Xing XU Cha. Key La.ora.ory of Power Sta.ion Energy Tra.sfer Conversion a.d System of MOE North China Electric Power UniversityBeijing 102206China

The hybrid ma.ifold micro-pin-fin(MMPF)hea. sink combined nozzle jets is a. option for la.ge-sca.0} integra.ed circuits(LSI).The demond for uniform a.d ultra.high hea. flux remova. by MMPF hea. sink ha. not been a.equa.ely *** work a.ms to solve the problem of fluid *** proposed ba.ic tiling topologies,including squa.e,regula. hexa.on,30°rhombus,a.d 60°rhombus topologies,provide different orga.ized fluid flows a.d hea. tra.sfer *** present study focuses on compa.ing these topologies a.cording to independent porous medium pa.a.eters,such a. nozzle pore size D_(Z),flow pore size D_(X,Y),a.d porosityε.The results show tha. the squa.e topology a.hieves the sma.lest tota. therma. resista.ce R_(tot)va.ue of0.0975×10^(-4)K m^2/W,while the hexa.on topology a.hieved the highest va.ue of COP/?T,which wa. 2033.9 K^(-1).a.cording to the sensitivity a.a.ysis results,the optima. tota. therma. resista.ce ca. be obta.ned by ba.a.cing the influences of nozzle pore size,flow pore size,a.d *** optima. pressure drop ca. be obta.ned by ma.imizing the porosity.

关键词： hea. sink ultra.high hea. flux ma.ifold micro-pin-fin impinging-jet topology

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Qua.tum squeezing induced nonreciproca. phonon la.0}r

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Science China.Physics,Mecha.ics & a.tronomy) 2024年第6期67卷 20-30页

作者： Tia.-Xia.g Lu Ya. Wa.g Keyu Xia.Xing Xia. le-Ma. Kua.g Hui Jing College of Physics a.d Electronic Informa.ion Gannan Normal UniversityGanzhou 341000China Key La.ora.ory of Low-Dimensiona. Qua.tum Structures a.d Qua.tum Control of Ministry of Educa.ion Department of Physics and Synergetic Innovation Center for Quantum Effects and ApplicationsHunan Normal UniversityChangsha 410081China a.a.emy for Qua.tum Science a.d Technology Zhengzhou University of Light IndustryZhengzhou 450002China College of Engineering a.d a.plied Sciences National Laboratory of Solid State Microstructuresand Collaborative Innovation Center of Advanced MicrostructuresNanjing UniversityNanjing 210023China

Phonon la.0}rs or coherent a.plifica.ions of mecha.ica. oscilla.ions a.e powerful tools for funda.enta. studies on coherent a.oustics a.d hold potentia. for diverse a.plica.ions,ra.ging from ultra.0}nsitive force sensing to phononic informa.ion ***,we propose the use of a. optomecha.ica. resona.or coupled to a.nonlinea. optica. resona.or for directiona. phonon *** find tha. by pumping the nonlinea. optica. resona.or,directiona. optica. squeezing ca. occur a.ong the pump *** a.result,we ca. a.hieve the directiona. mecha.ica. ga.n using directiona. optica. squeezing,thereby lea.ing to nonreciproca. phonon la.ing with a.well-tuna.le directiona. power *** work proposes a.fea.ible wa. to build nonreciproca. phonon la.0}rs with va.ious nonlinea. optica. media.which a.e importa.t for a.wide ra.ge of a.plica.ions,such a. directiona. a.oustic a.plifiers,invisible sound sensing or ima.ing,a.d one-wa. phononic networks.

关键词： nonreciproca. phonon la.0}r directiona. qua.tum squeezing optomecha.ics

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Striking Sta.iliza.ion Effect of Spinel Coba.t Oxide Oxygen Evolution Electroca.a.ysts in Neutra. pH by Dua.-Sites Iron Incorpora.ion

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Energy & Environmenta. Ma.eria.s 2024年第2期7卷 156-164页

作者： Shua.ru Zhu Xue Wa.g Jia.o le Na.a. Jia.ming Li Deyu Liu Yongbo Kua.g Key La.ora.ory of a.va.ced Fuel Cells a.d Electrolyzers Technology of Zhejia.g Province Ningbo Institute of Materials Technology and Engineering Chinese Academy of Sciences Zhejia.g Institute of Tia.jin University Resea.ch Center of New Energy Research Institute of Petroleum Exploration & Development Center of Ma.eria.s Science a.d Optoelectronics Engineering University of Chinese Academy of Sciences

Developing sta.le a.d efficient nonprecious-meta.-ba.1}d oxygen evolution ca.a.ysts in the neutra. electrolyte is a.cha.lenging but essentia. goa. for va.ious electrochemica. ***,coba.t-ba.1}d spinels ha.e dra.n a.considera.le a.ount of a.tention but most of them opera.e in a.ka.i ***,the frequently studied Co-Fe spinel system never exhibits a.precia.le sta.ility in nonba.ic conditions,not to mention a.tra.t further investiga.ion on its key structura. motif a.d tra.sition sta.es for a.tivity ***,we report exceptiona. sta.le Co-Fe spinel oxygen evolution ca.a.ysts（～30% Fe is optima.） in a.neutra. electrolyte,owing to its unique meta. ion a.ra.gements in the crysta. *** introduced iron content enters both the octa.edra. a.d tetra.edra. sites of the spinel a. Fe2+a.d Fe3+（with Co ions ha.ing mixed distribution a. well）.Combining density functiona. theory ca.cula.ions,we find tha. the introduction of Fe to Co3O4lowers the cova.0}ncy of meta.-oxygen bonds a.d ca. help suppress the oxida.ion of Co2+/3+a.d O2-.It implies tha. the Co-Fe spinel will ha.e minor surfa.e reconstruction a.d less la.tice oxygen loss during the oxygen evolution rea.tion process in compa.ison with Co3O4a.d hence show much better *** findings suggest tha. there is still much cha.ce for the spinel structures,especia.ly using rea.ona.le subla.tices engineering via.multi meta. doping to develop a.va.ced oxygen evolution ca.a.ysts.

关键词： dua.-sites iron electroca.a.yst sta.ility neutra. electrolyte oxygen evolution rea.tion spinel oxides

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Unveiling the intrinsic properties of single NiZnFeO_x entity for promoting electroca.a.ytic oxygen evolution

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Chinese Chemica. letters 2024年第4期35卷 181-186页

作者： Zhiha. Gu Jia.o le Hehe Wei Zehui Sun Ma.moud Elsa.ed Ha.ez Wei Ma Key La.ora.ory for a.va.ced Ma.eria.s a.d Joint Interna.iona. Resea.ch La.ora.ory of Precision Chemistry a.d Molecula. Engineering Feringa Nobel Prize Scientist Joint Research CenterFrontiers Science Center for Materiobiology and Dynamic ChemistrySchool of Chemistry and Molecular EngineeringEast China University of Science and TechnologyShanghai 200237China Ningbo Institute of Ma.eria.s Technology a.d Engineering Chinese Academy of SciencesNingbo 315201China Depa.tment of Chemistry Faculty of ScienceBeni-Suef UniversityBeni-Suef 62511Egypt

a.though considera.le resea.ch efforts ha.e been devoted to the design a.d development of non-noble electroca.a.ysts for oxygen evolution rea.tion(OER), substa.tia. enha.cement of OER performa.ce with commercia.-sca.0} wa.er electrolysis rema.ns a.big cha.lenge. This could result from the difficulties in detecting the intrinsic properties a.d overlooking the a.sembly process for electrochemica. OER process. Here, we employ a.microjet collision method to investiga.e the intrinsic OER a.tivities of individua. NiZnFeO_x entities with a.d without a.modera.e ma.netic field. Our results demonstra.e tha. single NiZnFeO_x na.opa.ticles(NPs) show the excellent OER performa.ce with a.lowest onset potentia.(~1.35 V vs. RHE) a.d a.grea.est ma.netic enha.cement(~118%) a.ong bulk ma.eria.s, single a.glomera.ions a.d NPs. Furthermore, we explore the utility of theoretica. investiga.ion by density functiona. theory(DFT)ca.cula.ions for studying OER process on NiZnFeO_x surfa.es without a.d with spin a.ignment, indica.ing monodispersed NiZnFeO_xNPs with tota.ly spin a.ignment fa.ilita.es the OER process under the externa. ma.netic field. It is found tha. the well-dispersion of NiZnFeO_x NPs would increa.1} the electrica. conductivity a.d the surfa.e spin sta.e, resulting in promoting their OER a.tivities. This work provides a.test for uncovering the essentia. roles of NPs a.sembly to a.significa.t promotion of their ma.net-a.sisted OER.

关键词： Single entity OER Ma.netic enha.cement Electroca.a.ysis Well-dispersion

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a.vectoria. model for the nonlinea. gra.ient force exerted on meta.lic Ra.leigh na.opa.ticles

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Chinese Optics letters 2024年第2期22卷 207-213页

作者：朱政张聿全闵长俊 a.rèle J.La.a. H.Pa.l Urba.h 袁小聪 Resea.ch Center for Huma.oid sensing Research Institute of Intelligent SensingZhejiang LabHangzhou 311100China Na.ophotonics Resea.ch Center Institute of Microscale Optoelectronics&State Key Laboratory of Radio Frequency Heterogeneous IntegrationShenzhen UniversityShenzhen 518060China Optics Resea.ch Group ImPhys DepartmentFaculty of Applied SciencesDelft University of TechnologyDelft 2628 CJThe Netherlands

Optica. tweezers ha.e proved to be a.powerful tool with a.wide ra.ge of *** gra.ient force pla.s a.vita. role in the sta.le optica. tra.ping of *** sca.a. method is convenient a.d effective for a.a.yzing the gra.ient force in tra.itiona. optica. ***,when the third-order nonlinea. effect of the na.o-object is stimula.ed,the sca.a. method ca.not a.equa.ely present the optica. response of the meta. na.opa.ticle to the externa. optica. ***,we propose a.theoretica. model to interpret the nonlinea. gra.ient force using the vector *** combining the optica. Kerr effect,the pola.iza.ility vector of the meta.lic na.opa.ticle is derived.a.qua.tita.ive a.a.ysis is obta.ned for the gra.ient force a. well a. for the optica. potentia. *** vector method yields better a.reement with reported experimenta. *** suggest tha. this method could lea. to a.deeper understa.ding of the physics releva.t to nonlinea. optica. tra.ping a.d binding phenomena.

关键词： gra.ient forces nonlinea. effect meta.lic na.opa.ticles

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Preva.0}nce a.d risk fa.tors a.socia.ed with long COVID symptoms in children a.d a.olescents in a.southern province of Vietna.

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a.ia. Pa.ific Journa. of Tropica. Medicine 2024年第3期17卷 119-128,I0001,I0002页

作者： Huynh Ngoc Linh Nguyen The Ta. le Thi Minh Thu Nguyen Tu Loa. Nguyen Thi To Uyen le Tha.h Tha. Tra.g Truong Tha.h Na. Doa. Hoa.g Phu Fa.ulty of Medicine Ca Mau Medical CollegeCa Mau 98000Vietnam Ca.Ma. Obstetrics a.d Pedia.rics Hospita. Ca Mau 98000Vietnam Fa.ulty of Ba.ic Science a.d Public Hea.th Dong Thap Medical CollegeDong Thap 81000Vietnam Gra.ua.e University of Sciences a.d Technology Vietnam Academy of Science and TechnologyHa Noi 10000Vietnam Community Public Hea.th Resea.ch Progra. School of Public HealthWalailak UniversityNakhon Si Thammarat 80160Thailand Fa.ulty Public Hea.th Can Tho University of Medicine and PharmacyCan Tho City 94000Vietnam Doctora. Progra. in Hea.th Sciences College of Graduate StudiesWalailak UniversityNakhon Si Thammarat 80160Thailand

Objective:To investiga.e the preva.0}nce a.d risk fa.tors a.socia.ed with long COVID symptoms a.ong children a.d a.olescents who ha.e recovered from ***:This study a.plied a.cross-sectiona. a.proa.h within community settings in a.southern province of Vietna..a.structured questionna.re fea.uring socio-demogra.hic informa.ion a.d common long COVID symptoms wa. *** correla.ion coefficients a.sessed a.socia.ions a.ong pa.rs of long COVID ***,multiva.ia.le logistic regression models were performed to investiga.e the risk fa.tors of long COVID in recovered COVID-19 children a.d ***:a.ong 422 pa.ticipa.ts,39.3%reported long COVID symptoms,with a.preva.0}nce of 45.2%(SD=0.5)in children a.d 22.2%(SD=0.4)in *** symptoms reported were cough 34.6%(SD=0.5),fa.igue 20.6%(SD=0.4),shortness of brea.h 10.9%(SD=0.3),a.d la.k of a.petite 6.6%(SD=0.3).Concerning risk fa.tors of long COVID,a.higher risk wa. observed a.ong demogra.hic groups,including girls(OR 1.25,95%CI 1.15-1.37;Pa.ed to a.olescents(OR 1.24,95%CI 1.12-1.37;Pa.s(OR 1.14,95%CI 1.02-1.27;P=0.018,reference:hea.thy weight),a.d pa.ticipa.ts without a.y COVID-19 va.cina.ion(OR 1.36,95%CI 1.20-1.54;Pa.e received only one single dose(OR 1.35,95%CI 1.10-1.64;P=0.004)compa.ed to those who ha.e received two ***,pa.ients with a.COVID-19 trea.ment dura.ion exceeding two weeks a.so ha. a.higher risk of long COVID(OR 1.32,95%CI 1.09-1.60;P=0.003)tha. those who recovered less tha. seven ***:The insights from this study provide crucia. guida.ce for predicting the fa.tors a.socia.ed with the occurrence of long COVID in pedia.ric pa.ients,contributing to stra.egic interventions a.med a. mitiga.ing the long COVID risks a.ong children a.d a.olescents in Vietna..

关键词： Long COVID Preva.0}nce Risk fa.tors Children a.olescent Vietna.

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a.ma.hine lea.ning-ba.1}d stra.egy for predicting the mecha.ica. strength of cora. reef limestone using X-ra. computed tomogra.hy

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Journa. of Rock Mecha.ics a.d Geotechnica. Engineering 2024年第7期16卷 2790-2800页

作者： Ka. Wu Qingsha. Meng Ruoxin Li le Luo Qin Ke ChiWa.g Chengha. Ma Sta.e Key La.ora.ory of Geomecha.ics a.d Geotechnica. Engineering Institute of Rock and Soil MechanicsChinese Academy of SciencesWuhan430071China University of Chinese a.a.emy of Sciences Beijing100049China Sta.e Key La.ora.ory of Wa.er Resources a.d Hydropower Engineering Science Institute of Engineering Risk and Disaster PreventionWuhan UniversityWuhan430072China

Different sedimenta.y zones in cora. reefs lea. to significa.t a.isotropy in the pore structure of cora. reef limestone(CRL),ma.ing it difficult to study mecha.ica. *** X-ra. computed tomogra.hy(CT),112 CRL sa.ples were utilized for tra.ning the support vector ma.hine(SVM)-,ra.dom forest(RF)-,a.d ba.k propa.a.ion neura. network(BPNN)-ba.0}d models,***,the ma.hine lea.ning model wa. embedded into genetic a.gorithm(Ga.for pa.a.eter optimiza.ion to effectively predict unia.ia. compressive strength(UCS)of *** indica.e tha. the BPNN model with five hidden la.ers presents the best tra.ning effect in the da.a.set of *** SVM-ba.0}d model shows a.tendency to overfitting in the tra.ning set a.d poor genera.iza.ion a.ility in the testing *** RF-ba.0}d model is suita.le for tra.ning CRL sa.ples with la.ge *** of Pea.son correla.ion coefficient ma.rix a.d the percenta.e increment method of performa.ce metrics shows tha. the dry density,pore structure,a.d porosity of CRL a.e strongly correla.ed to ***,the P-wa.e velocity is a.most uncorrela.ed to the UCS,which is significa.tly distinct from the la. for homogenous *** a.dition,the pore tensor proposed in this pa.er ca. effectively reflect the pore structure of cora. fra.ework limestone(CFL)a.d cora. boulder limestone(CBL),rea.izing the qua.tita.ive cha.a.teriza.ion of the heterogeneity a.d a.isotropy of *** pore tensor provides a.fea.ible idea.to esta.lish the rela.ionship between pore structure a.d mecha.ica. beha.ior of CRL.

关键词： Cora. reef limestone(CRL) Ma.hine lea.ning Pore tensor X-ra. computed tomogra.hy(CT)

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Ena.ling heterogeneous ca.a.ysis to a.hieve ca.bon neutra.ity: Directiona. ca.a.ytic conversion of CO_(2) into ca.boxylic a.ids

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Ca.bon Energy 2024年第3期6卷 1-35页

作者： Xia.fei Zha.g Wenhua. Hua.g le Yu Ma. Ga.cía.Melchor Dingsheng Wa.g Linjie Zhi Hua.in Zha.g Ka.ST Ca.a.ysis Center(KCC) King Abdullah University of Science and Technology(KAUST)ThuwalSaudi Arabia Key La.ora.ory of Chemica. a.ditives for China.Na.iona. Light Industry College of Chemistry and Chemical EngineeringShaanxi University of Science and TechnologyXi'anChina Sta.e Key La. of Orga.ic-Inorga.ic Composites Beijing University of Chemical TechnologyBeijingChina School of Chemistry CRANN and AMBERResearch CentresTrinity College DublinCollege GreenDublinIreland Depa.tment of Chemistry Tsinghua UniversityBeijingChina a.va.ced Chemica. Engineering a.d Energy Ma.eria.s Resea.ch Center China University of Petroleum(East China)QingdaoChina

The increa.0} in a.thropogenic ca.bon dioxide(CO_(2))emissions ha. exa.erba.ed the deteriora.ion of the globa. environment,which should be controlled to a.hieve ca.bon *** to the core goa. of a.hieving ca.bon neutra.ity is the utiliza.ion of CO_(2) under economic a.d susta.na.le ***,the strong need for ca.bon neutra.ity ha. led to a.prolifera.ion of studies on the direct conversion of CO_(2) into ca.boxylic a.ids,which ca. effectively a.levia.e CO_(2) emissions a.d crea.e high-va.ue *** purpose of this review is to present the a.plica.ion prospects of ca.boxylic a.ids a.d the ba.ic principles of CO_(2) conversion into ca.boxylic a.ids through photo-,electric-,a.d therma. *** a.tention is focused on the regula.ion stra.egy of the a.tivity of a.unda.t ca.a.ysts a. the molecula. level,inspiring the prepa.a.ion of high-performa.ce *** a.dition,theoretica. ca.cula.ions,a.va.ced technologies,a.d numerous typica. exa.ples a.e introduced to ela.ora.e on the corresponding process a.d influencing fa.tors of ca.a.ytic ***,cha.lenges a.d prospects a.e provided for the future development of this *** is hoped tha. this review will contribute to a.deeper understa.ding of the conversion of CO_(2) into ca.boxylic a.ids a.d inspire more innova.ive brea.throughs.

关键词： ca.bon neutra.ity ca.boxylic a.ids CO_(2)conversion heterogeneous ca.a.yst in situ technology

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