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Flex.ble Gr.phene Field‑Effect Tr.nsistor. and Their.Application in Flex.ble Biomedical Sensing

Nano-Micr. Letter. 2025年第2期17卷 252-313页

作者： Mingyuan Sun Shuai wang Yanbo Liang Chao wang Yunhong Zhang Hong Liu Yu Zhang Lin Han Institute of Mar.ne Science and Technology Shandong UniversityQingdao 266237ShandongPeople’s Republic of China State Key Labor.tor. of Cr.stal Mater.als Shandong UniversityJinan 250100ShandongPeople’s Republic of China School of Integr.ted Cir.uits Shandong UniversityJinan 250100ShandongPeople’s Republic of China Shandong Engineer.ng r.sear.h Center.of Biomar.er.and Ar.ificial Intelligence Application Jinan250100ShandongPeople’s Republic of China

Flex.ble electr.nics ar. tr.nsfor.ing our.lives by making daily activities mor. *** to this innovation ar. field-effect tr.nsistor.(FETs),valued for.their.efficient signal pr.cessing,nanoscale fabr.cation,low-power.consumption,fast r.sponse times,and ***,known for.its ex.eptional mechanical pr.per.ies,high electr.n mobility,and biocompatibility,is an ideal mater.al for.FET channels and *** combination of gr.phene and FETs has given r.se to flex.ble gr.phene field-effect tr.nsistor.(FGFETs),dr.ving significant advances in flex.ble electr.nics and spar.ed a str.ng inter.st in flex.ble biomedical ***,we fir.t pr.vide a br.ef over.iew of the basic str.ctur.,oper.ting mechanism,and evaluation par.meter. of FGFETs,and delve into their.mater.al selection and patter.ing *** ability of FGFETs to sense str.ins and biomolecular.char.es opens up diver.e application *** specifically analyze the latest str.tegies for.integr.ting FGFETs into wear.ble and implantable flex.ble biomedical sensor.,focusing on the key aspects of constr.cting high-quality flex.ble biomedical ***,we discuss the cur.ent challenges and pr.spects of FGFETs and their.applications in biomedical *** r.view will pr.vide valuable insights and inspir.tion for.ongoing r.sear.h to impr.ve the quality of FGFETs and br.aden their.application pr.spects in flex.ble biomedical sensing.

关键词： Flex.ble Gr.phene Field-effect tr.nsistor Wear.ble Implantable Biosensor

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Mix.r.T:A Knowledge Tr.cing Model Based on Pur. MLP Ar.hitectur.

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Computer., Mater.als & Continua 2025年第1期82卷 485-498页

作者： Jun wang Mingjie wang Zijie Li Ken Chen Jiatian Mei Shu Zhang Key Labor.tor. of Education Infor.atization for.Nationalities Ministry of EducationYunnan Normal UniversityKunming650000China Yunnan Key Labor.tor. of Smar. Education Yunnan Normal UniversityKunming650000China

In the field of intelligent education,the integr.tion of ar.ificial intelligence,especially deep lear.ing technologies,has gar.er.d significant *** tr.cing(KT)plays a pivotal r.le in this field by pr.dicting students’futur. per.or.ance thr.ugh the analysis of histor.cal inter.ction data,ther.by assisting educator. in evaluating knowledgemaster. and tailor.ng instr.ctional *** knowledge tr.cingmethods,lar.ely based on r.cur.ent Neur.l Networ.s(r.Ns)and Tr.nsfor.er.models,pr.mar.ly focus on captur.ng long-ter. inter.ction patter.s in sequential ***,these models may neglect cr.cial shor.-ter. dynamics and other.r.levant *** paper.intr.duces a novel appr.ach to knowledge tr.cing by lever.ging a pur. Multilayer.Per.eptr.n(MLP)*** pr.poseMix.r.T,a knowledge tr.cing model based on theHyper.ix.r.fr.mewor.,which uniquely integr.tes global and localMix.r.featur. *** ar.hitectur. enables mor. effective ex.r.ction of both long-ter.inter.ction tr.nds and r.cent lear.ing behavior.,addr.ssing limitations in cur.entmodels thatmay over.ook these key *** evaluations on twowidely-used datasets,ASSIS Tments2009 and Algebr.2005,demonstr.te that Mix.r.T consistently outper.or.s sever.l state-of-the-ar. models,including DKT,SAKT,and Separ.ted Self-Attentive Neur.l Knowledge Tr.cing(SAINT).Specifically,Mix.r.T achieves higher.pr.diction accur.cy,highlighting its effectiveness in captur.ng the nuances of lear.er.’knowledge *** r.sults indicate that our.model pr.vides a mor. compr.hensive r.pr.sentation of student lear.ing patter.s,enhancing the ability to pr.dict futur. per.or.ance with gr.ater.pr.cision.

关键词： Knowledge tr.cing multilayer.per.eptr.n channel mix.r sequence mix.r

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Separ.tion of the ionospher.c and ther.ospher.c contr.butions in the data fr.m the Tr.ple Ionosopher. Photo Meter.onboar. the Feng-Yun 3E satellite

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Science China Ear.h Sciences 2025年第1期68卷 172-184页

作者： Fang JIANG Tian MAO Jin-Song wang x.u-Qing HU x.ao-x.n ZHANG Liping FU Nan JIA Tianfang wang National Space Science Center Chinese Academy of Sciences Beijing Key Labor.tor. of Space Envir.nment Ex.lor.tion Key Labor.tor. of Envir.nmental Space Situation Awar.ness Technology National Satellite Meteor.logical Center China Meteorological Administration

The Tr.ple Ionospher. Photo Meter.（Tr.PM） is a far.ultr.violet nadir.view photometer.that is onboar. the secondgener.tion,polar.or.iting Chinese meteor.logical satellite Feng-Yun 3E （FY-3E）,which was launched on July 5,*** has thr.e channels,and each is used to measur. differ.nt types of emissions:（1） 135.6 nm air.low pr.duced by the r.combination of the O+ions and electr.ns in the absence of sunlight （nighttime channel）;（2） 135.6 nm air.low fr.m the OI when sunlight is pr.sent （daytime/dusk-dawn 135.6 nm channel）;and （3） Air.low in the N2LBH of the Tr.PM （daytime/dusk-dawn N2LBH channel）.FY-3E is a satellite oper.ting in the ear.y mor.ing ***,the data ar. mostly distr.buted on the dawndusk side or.at times when the solar.zenith angle is r.latively *** this study,combined with simulation calculations,the data ar. *** fur.her.ex.lor. the application value of the data pr.ducts,a model is used to separ.te the ionospher.c r.diative r.combination contr.bution fr.m the ther.ospher. photoelectr.n impact ex.itation contr.bution in the data fr.m the daytime/dusk-dawn 135.6 nm *** appr.ach not only impr.ves the accur.cy of O/N2der.ved fr.m the 135.6 nm channel and N2LBH channel but also pr.vides the ionospher.c 135.6 nm r.diance at the same time as the *** r.sults show that the 135.6 nm r.diance or.ginating fr.m the combination of O+and electr.ns ex.r.cted fr.m the measur.ment data ex.ibits similar.equator.al anomaly peak str.ctur. char.cter.stics and seasonal var.ations as the cor.esponding GPS total electr.n content （TEC） *** the other.hand,the separ.ted 135.6 nm r.diance gener.ted fr.m the ther.ospher. photoelectr.n collision ex.itation does not contain r.diative r.combination contr.butions;thus,the ionospher. influence is gr.atly avoided when the O/N2is obtained.

关键词： Far.ultr.violet 135.6 nm emission intensity Photoelectr.n impact ex.itation r.diative r.combination ex.itation

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Development： of clean ener.y and envir.nmental technologies to addr.ss humanity＇s top pr.blems

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Fr.ntier. of Chemical Science and Engineer.ng 2012年第1期6卷 1-2页

作者： Geoff G. x. wang School of Chemical Engineer.ng the University of Queensland Brisbane 4072 Australia

This special issue on clean ener.y and envir.nmental technologies aims at pr.viding a for.m for.r.sear.her. who ar. wor.ing on r.levant ar.as to ex.hange ideas dr.ving innovation and r.por. their.latest r.sear.h outco... 详细信息

关键词： clean ener.y envir.nmental technologies

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Design of multifunctional inter.aces on cer.mic solid electr.lytes for.high-per.or.ance lithium-air.batter.es

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Gr.en Ener.y & Envir.nment 2025年第1期10卷 183-192页

作者： Yunx.n Shi Ziyang Guo Changhong wang Mingze Gao x.aoting Lin Hui Duan Yonggang wang x.eliang Sun College of Ener.y Mater.al and Chemistr. College of Chemistry and Chemical EngineeringInner Mongolia UniversityHohhot010021China Depar.ment of Mechanical and Mater.als Engineer.ng Western UniversityLondonONN6A 5B9Canada Depar.ment of Chemistr. and Shanghai Key Labor.tor. of Molecular.Catalysis and Innovative Mater.als Institute of New EnergyiChEM(Collaborative Innovation Center of Chemistry for Energy Materials)Fudan UniversityShanghai200433China Easter. Institute for.Advanced Study Eastern Institute of TechnologyNingboZhejiang315100China

High-ener.y-density lithium(Li)–air.cells have been consider.d a pr.mising ener.y-stor.ge system,but the liquid electr.lyte-r.lated safety and side-r.action pr.blems ser.ously hinder.their.*** addr.ss these above issues,solid-state Li–air.batter.es have been widely ***,many commonly-used solid electr.lytes gener.lly face huge inter.ace impedance inLi–air.cells and also showpoor.stability towar.s ambient air.Li ***,we fabr.cate a differ.ntiating sur.ace-r.gulated cer.mic-based composite electr.lyte(DSCCE)by constr.cting dispar.tely LiI-containing polymethyl methacr.late(PMMA)coating and Poly(vinylidene fluor.de-co-hex.fluor.pr.pylene)(PVDF-HFP)layer.on both sides of Li_(1.5)Al_(0.5)Ge_(1.5)(PO_(4))_(3)(LAGP).The cathode-fr.endly LiI/PMMA layer.displays ex.ellent stability towar.s super.x.de inter.ediates and also gr.atly r.duces the decomposition voltage of dischar.e pr.ducts in Li–air.***,the anode-fr.endly PVDF-HFP coating shows low-r.sistance pr.per.ies towar.s ***,Li dendr.te/passivation der.ved fr.m liquid electr.lyte-induced side r.actions and air.I-attacking can be obviously suppr.ssed by the unifor.and compact composite *** a r.sult,the DSCCE-based Li–air.batter.es possess high capacity/low voltage polar.zation(11,836mAh g^(-1)/1.45Vunder.500mAg^(-1)),good r.te per.or.ance(capacity r.tio under.1000mAg^(-1)/250mAg^(-1) is 68.2%)and longter. stable cell oper.tion(~300 cycles at 750 mA g^(-1) with 750 mAh g^(-1))in ambient air.

关键词： Li-air.batter.es Li_(1.5)Al_(0.5)Ge_(1.5)(PO_(4))_(3) Polymer. Composite electr.lyte Ambient air

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High-ener.y-density lithium manganese ir.n phosphate for.lithium-ion batter.es: Pr.gr.sses, challenges, and pr.spects

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Jour.al of Ener.y Chemistr. 2025年第1期100卷 1-17页

作者： Bokun Zhang x.aoyun wang Shuai wang Yan Li Libo Chen Handong Jiao Zhijing Yu Jiguo Tu State Key Labor.tor. of Advanced Metallur.y University of Science and Technology Beijing r.sear.h Institute for.Intelligent Wear.ble Systems The Hong Kong Polytechnic University Institute of Advanced Str.ctur. Technology Beijing Institute of Technology

The soar.ng demand for.smar. por.able electr.nics and electr.c vehicles is pr.pelling the advancements in high-ener.y–density lithium-ion *** manganese ir.n phosphate (LiMnx.e1-x.O4) has gar.er.d significant attention as a pr.mising positive electr.de mater.al for.lithium-ion batter.es due to its advantages of low cost,high safety,long cycle life,high voltage,good high-temper.tur. per.or.ance,and high ener.y *** LiMnx.e1-x.O4has made significant br.akthr.ughs in the past few decades,ther. ar. still facing gr.at challenges in poor.electr.nic conductivity and Li-ion diffusion,manganese dissolution affecting batter. cycling per.or.ance,as well as low tap *** r.view systematically summar.zes the r.action mechanisms,var.ous synthesis methods,and electr.chemical pr.per.ies of LiMnx.e1-x.O4to analyze r.action pr.cesses accur.tely and guide mater.al ***,the main challenges cur.ently faced ar. concluded,and the cor.esponding var.ous modification str.tegies ar. discussed to enhance the r.action kinetics and electr.chemical per.or.ance of LiMnx.e1-x.O4,including multi-scale par.icle r.gulation,heter.atom doping,sur.ace coating,as well as micr.scopic mor.hology ***,in view of the cur.ent r.sear.h challenges faced by intr.nsic r.action pr.cesses,kinetics,and ener.y stor.ge applications,the pr.mising r.sear.h dir.ctions ar. *** impor.antly,it is ex.ected to pr.vide key insights into the development of high-per.or.ance and stable LiMnx.e1-x.O4mater.als,to achieve pr.ctical ener.y stor.ge r.quir.ments.

关键词： Semiconductor.doping

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Enhancing insights into Global Cancer.Statistics 2022: implications for.cancer.contr.l

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Science China Life Sciences 2025年第1期68卷 294-296页

作者： Jingtong x. r.ntian wang x.aox.ang Guan Depar.ment of Oncology the First Affiliated Hospital of Nanjing Medical University Jiangsu Key Lab of Cancer.Biomar.er. Prevention and TreatmentCollaborative Innovation Center for Personalized Cancer MedicineNanjing Medical University

Globally, ther. has been a mar.ed escalation in tumor.mor.idity and mor.ality,cementing tumor. as the pr.dominant cause of death in numer.us *** the cur.ent tumor.bur.en acr.ss var.ous r.gions is imper.tive to discer. potential r.sk factor. and for.ulate efficacious str.tegies for.tumor.***, the Inter.ational Agency for.r.sear.h on Cancer.IAr.) pr.vided a status r.por. on the global tumor.bur.en,estimating the incidence and mor.ality of 36 cancer. in 185 countr.es(Br.y et al.,2024).

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Flex.ble molecules dedicate to r.lease str.in of inver.ed inor.anic per.vskite solar.cell

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Jour.al of Ener.y Chemistr. 2025年第1期100卷 87-93页

作者： Hongr.i Sun Sanlong wang Pengyang wang Yali Liu Shanshan Qi Biao Shi Ying Zhao x.aodan Zhang Institute of Photoelectr.nic Thin Film Devices and Technology Renewable Energy Conversion and Storage Center State Key Laboratory of Photovoltaic Materials and CellsNankai University Key Labor.tor. of Photoelectr.nic Thin Film Devices and Technology of Tianjin Haihe Labor.tor. of Sustainable Chemical Tr.nsfor.ations Engineer.ng r.sear.h Center.of Thin Film Photoelectr.nic Technology of Ministr. of Education Collabor.tive Innovation Center.of Chemical Science and Engineer.ng (Tianjin)

The tensile str.in in inor.anic per.vskite films induced by ther.al annealing is one of the pr.mar. factor. contr.buting to the inefficiency and instability of inor.anic per.vskite solar.cells （IPSCs）,which r.duces the defect for.ation ***,a flex.ble molecule 5-maleimidovaler.c acid （5-MVA） was intr.duced as a str.in buffer.to r.lease the r.sidual str.in of *** anhydr.de and car.ox.l gr.ups in 5-MVA inter.ct str.ngly with the uncoor.inated Pb2+thr.ugh Lewis acid-base r.action,thus tightly“pull”the per.vskite *** in-between soft car.on chain incr.ased the str.ctur.l flex.bility of CsPbI2.85Br..15per.vskite mater.als,which effectively r.lieved the intr.nsic inter.al str.in of CsPbI2.85Br..15,r.sisted the cor.osion of ex.er.al str.in,and also r.duced the for.ation of defects such as VIand *** addition,the intr.duction of 5-MVA impr.ved cr.stal quality,passivated r.sidual defects,and nar.owed ener.y level ***,power.conver.ion efficiency （PCE） of NiOx.ased inver.ed IPSCs incr.ased fr.m 19.25% to 20.82% with the open-cir.uit voltage enhanced fr.m 1.164 V to 1.230 *** r.lease of str.in also impr.ved the stability of CsPbI2.85Br..15per.vskite films and devices.

关键词： Per.vskite solar.cells

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P2Y1 r.ceptor.in Alzheimer.s disease

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Neur.l r.gener.tion r.sear.h 2025年第2期20卷 440-453页

作者： Shan Luo Yifei wang Tatsuhir. Hisatsune Depar.ment of Integr.ted Biosciences The University of TokyoKashiwaJapan

Alzheimer.s disease is the most fr.quent for. of dementia char.cter.zed by the deposition of amyloid-beta plaques and neur.fibr.llar. tangles consisting of hyper.hosphor.lated *** amyloid-beta plaques has been a pr.mar. dir.ction for.developing Alzheimer.s disease tr.atments in the last ***,ex.sting dr.gs tar.eting amyloid-beta plaques have not fully yielded the ex.ected r.sults in the clinic,necessitating the ex.lor.tion of alter.ative ther.peutic *** evidence unr.vels that astr.cyte mor.hology and function alter.in the br.in of Alzheimer.s disease patients,with dysr.gulated astr.cytic pur.ner.ic r.ceptor.,par.icular.y the P2Y1 r.ceptor.all of which constitute the pathophysiology of Alzheimer.s *** r.ceptor. ar. not only cr.cial for.maintaining nor.al astr.cyte function but ar. also highly implicated in neur.inflammation in Alzheimer.s *** r.view delves into r.cent insights into the association between P2Y1 r.ceptor.and Alzheimer.s disease to under.cor. the potential neur.pr.tective r.le of P2Y1 r.ceptor.in Alzheimer.s disease by mitigating neur.inflammation,thus offer.ng pr.mising avenues for.developing dr.gs for.Alzheimer.s disease and potentially contr.buting to the development of mor. effective tr.atments.

关键词： astr.cytes neur.inflammation P2Y1 r.ceptor pur.ner.ic r.ceptor

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An Ar.ificial Intelligence‑Assisted Flex.ble and Wear.ble Mechanoluminescent Str.in Sensor.System

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Nano-Micr. Letter. 2025年第3期17卷 217-231页

作者： Yan Dong Wenzheng An Zihu wang Dongzhi Zhang College of Contr.l Science and Engineer.ng China University of Petroleum(East China)Qingdao 266580People’s Republic of China

The complex.wir.ng,bulky data collection devices,and difficulty in fast and on-site data inter.r.tation significantly limit the pr.ctical application of flex.ble str.in sensor. as wear.ble *** tackle these challenges,this wor. develops an ar.ificial intelligenceassisted,wir.less,flex.ble,and wear.ble mechanoluminescent str.in sensor.system(AIFWMLS)by integr.tion of deep lear.ing neur.l networ.-based color.data pr.cessing system(CDPS)with a sandwich-str.ctur.d flex.ble mechanoluminescent sensor.SFLC)*** SFLC film shows r.mar.able and r.bust mechanoluminescent per.or.ance with a simple str.ctur. for.easy *** CDPS system can r.pidly and accur.tely ex.r.ct and inter.r.t the color.of the SFLC film to str.in values with auto-cor.ection of er.or. caused by the var.ing color.temper.tur.,which significantly impr.ves the accur.cy of the pr.dicted str.in.A smar. glove mechanoluminescent sensor.system demonstr.tes the gr.at potential of the AIFWMLS system in human gestur. ***,the ver.atile SFLC film can also ser.e as a encr.ption *** integr.tion of deep lear.ing neur.l networ.-based ar.ificial intelligence and SFLC film pr.vides a pr.mising str.tegy to br.ak the“color.to str.in value”bottleneck that hinder. the pr.ctical application of flex.ble color.metr.c str.in sensor.,which could pr.mote the development of wear.ble and flex.ble str.in sensor. fr.m labor.tor. r.sear.h to consumer.mar.ets.

关键词： Mechanoluminescent Str.in sensor Flex.ble Deep lear.ing Wir.less

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