

FOLLOWUS
a.School of Chemical and Environmental Engineering, Shanghai Institute of Technology, Shanghai 201418, China
b.School of Chemistry & Chemical Engineering, Frontiers Science Center for Transformative Molecules, Shanghai Key Laboratory of Electrical Insulation and Thermal Aging, Shanghai Jiao Tong University, Shanghai 200240, China
c.Key Laboratory of Green and High-end Utilization of Salt Lake Resources, Chinese Academy of Sciences, Xining 810008, China
peisupeng@126.com (S.P.P.)
chunyangyu@sjtu.edu.cn (C.Y.Y.)
Received:18 September 2023,
Revised:2023-10-19,
Accepted:22 October 2023,
Online First:21 November 2023,
Published:01 March 2024
Scan QR Code
Han, Z. Y.; Pei, S. P.; Yu, C. Y.; Zhou, Y. F. Molecular dynamics simulation studies on the micromorphology and proton transport of Nafion/Ti3C2T
Zhi-Yue Han, Su-Peng Pei, Chun-Yang Yu, et al. Molecular Dynamics Simulation Studies on the Micromorphology and Proton Transport of Nafion/Ti3C2T
Han, Z. Y.; Pei, S. P.; Yu, C. Y.; Zhou, Y. F. Molecular dynamics simulation studies on the micromorphology and proton transport of Nafion/Ti3C2T
Zhi-Yue Han, Su-Peng Pei, Chun-Yang Yu, et al. Molecular Dynamics Simulation Studies on the Micromorphology and Proton Transport of Nafion/Ti3C2T
A relatively continuous proton transport channel is formed between Nafion polymer and Ti
3
C
2
T
x
monomer in Nafion/Ti
3
C
2
T
x
composite membrane. At the higher hydration level
high proton conductivity and high water mobility are achieved.
The perfluorosulfonic acid (PFSA) membrane doped with two-dimensional conductive filler Ti
3
C
2
T
x
is a fuel cell proton exchange membrane with high application potential. Experimental studies showed that the proton conductivity of Nafion/Ti
3
C
2
T
x
composite membrane is improved significantly compared with that in pure Nafion. However
the microscopic mechanism of doping on the enhancement of membrane performance is remain unclear now. In this work
molecular dynamics simulation was used to investigate the microscopic morphology and proton transport behaviors of Nafion/Ti
3
C
2
T
x
composite membrane at the molecular level. The results shown that there were significant differences about the diffusion kinetics of water molecules and hydroxium ions in Nafion/Ti
3
C
2
T
x
at low and high hydration levels in the nanoscale region. With the increase of water content
Ti
3
C
2
T
x
in membrane was gradually surrounded by ambient water molecules to form a hydration layer
and forming a relatively continuous proton transport channel between Nafion polymer and Ti
3
C
2
T
x
monomer. The continuous proton transport channel could increase the number of binding sites of proton and thus achieving high proton conductivity and high mobility of water molecules at higher hydration level. The current work can provide a theoretical guidance for designing new type of Nafion composite membranes.
Xu,T.C.;Wang,C.S.;Hu,Z.Y.;Zheng,J.J.;Jiang,S.H.;He,S.J.;Hou,H.Q.Highstrengthandstableprotonexchangemembranebasedonperfluorosulfonicacid/polybenzimidazole. Chinese J. Polym. Sci. 2022 , 40 ,764−771..
Jiao,K.;Xuan,J.;Du,Q.;Bao,Z.;Xie,B.;Wang,B.;Zhao,Y.;Fan,L.;Wang,H.;Hou,Z.;Huo,S.;Brandon,N.P.;Yin,Y.;Guiver,M.D.Designingthenextgenerationofproton-exchangemembranefuelcells. Nature 2021 , 595 ,361−369..
TellezCruz,M.M.;Escorihuela,J.;SolorzaFeria,O.;Compan,V.Protonexchangemembranefuelcells(PEMFCs):advancesandchallenges. Polymers 2021 , 13 ,3046..
Hua,Z.;Zheng,Z.;Pahon,E.;Péra,M.C.;Gao,F.Areviewonlifetimepredictionofprotonexchangemembranefuelcellssystem. J. Power Sources 2022 , 529 ,231256..
Chen,X.;Xiao,L.;Qiu,X.S.;Chen,K.C.Propertiesofmultiblocksulfonatedpoly(aryleneethersulfone)ssynthesizedbyprecisecontrollablepost-sulfonationforprotonexchangemembranes. Chinese J. Polym. Sci. 2022 , 40 ,754−763..
Kusoglu,A.;Weber,A.Z.Newinsightsintoperfluorinatedsulfonic-acidionomers. Chem. Rev. 2017 , 117 ,987−1104..
Okonkwo,P.C.;BenBelgacem,I.;Emori,W.;Uzoma,P.C.Nafiondegradationmechanismsinprotonexchangemembranefuelcell(PEMFC)system:areview. Int. J. Hydrogen Energy 2021 , 46 ,27956−27973..
Pan,M.;Pan,C.;Li,C.;Zhao,J.Areviewofmembranesinprotonexchangemembranefuelcells:transportphenomena,performanceanddurability. Renew. Sust. Energy Rev. 2021 , 141 ,110771..
Hickner,M.A.;Ghassemi,H.;Kim,Y.S.;Einsla,B.R.;McGrath,J.E.Alternativepolymersystemsforprotonexchangemembranes(PEMs). Chem. Rev. 2004 , 104 ,4587−4612..
Yang,C.AcomparisonofphysicalpropertiesandfuelcellperformanceofNafionandzirconiumphosphate/Nafioncompositemembranes. J. Membr. Sci. 2004 , 237 ,145−161..
He,H.;Zhu,Y.;Li,T.;Song,S.;Zhai,L.;Li,X.;Wu,L.;Li,H.SupramolecularanchoringofpolyoxometalateamphiphilesintoNafionnanophasesforenhancedprotonconduction. ACS Nano 2022 , 16 ,19240−19252..
Liu,Q.;Li,Z.;Wang,D.;Li,Z.;Peng,X.;Liu,C.;Zheng,P.Metalorganicframeworksmodifiedprotonexchangemembranesforfuelcells. Front. Chem. 2020 , 8 ,694..
Beauger,C.;Lainé,G.;Burr,A.;Taguet,A.;Otazaghine,B.ImprovementofNafion®-sepiolitecompositemembranesforPEMFCwithsulfo-fluorinatedsepiolite. J. Membr. Sci. 2015 , 495 ,392−403..
Tsai,C.H.;Wang,C.C.;Chang,C.Y.;Lin,C.H.;ChenYang,Y.W.EnhancingperformanceofNafion®-basedPEMFCby1-Dchannelmetal-organicframeworksasPEMfiller. Int. J. Hydrogen Energy 2014 , 39 ,15696−15705..
Liu,X.;Yuan,H.;Wang,C.;Zhang,S.;Zhang,L.;Liu,X.;Liu,F.;Zhu,X.;Rohani,S.;Ching,C.;Lu,J.AnovelPVDF/PFSA- g -GOultrafiltrationmembranewithenhancedpermeationandantifoulingperformances. Sep. Purif. Technol. 2020 , 233 ,116038..
Wang,C.;Zhang,L.;Yuan,H.;Fu,Y.;Zeng,Z.;Lu,J.PreparationofaPES/PFSA- g -MWCNTultrafiltrationmembranewithimprovedpermeationandantifoulingproperties. New J. Chem. 2021 , 45 ,4950−4962..
Hao,J.;Li,X.;Yu,S.;Jiang,Y.;Luo,J.;Shao,Z.;Yi,B.Developmentofproton-conductingmembranebasedonincorporatingaprotonconductor1,2,4-triazoliummethanesulfonateintotheNafionmembrane. J. Energy Chem. 2015 , 24 ,199−206..
Lu,Y.H.;Cao,Y.;Lu,Y.W.;Yang,T.Thermalstabilityandlifetimeof[AMIM]Cl-PFSAcompositemembranes. J. Therm. Anal. Calorim. 2017 , 128 ,1601−1615..
Yin,C.;Li,J.;Zhou,Y.;Zhang,H.;Fang,P.;He,C.EnhancementinprotonconductivityandthermalstabilityinNafionmembranesinducedbyincorporationofsulfonatedcarbonnanotubes. ACS Appl. Mater. Interfaces 2018 , 10 ,14026−14035..
Vinothkannan,M.;Kim,A.R.;GnanaKumar,G.;Yoo,D.J.Sulfonatedgrapheneoxide/Nafioncompositemembranesforhightemperatureandlowhumidityprotonexchangemembranefuelcells. RSC Adv. 2018 , 8 ,7494−7508..
Wang,H.;Sun,N.;Xu,X.;Wang,S.;Kang,W.;Zhuang,X.;Yin,Y.;Cheng,B.Adenosinetriphosphate@grapheneoxideprotonchannelsforprotonexchangemembranesconstructed via electrostaticlayer-by-layerdeposition. J. Membr. Sci. 2021 , 620 ,118880..
Yao,J.;Xu,G.;Zhao,Z.;Guo,J.;Li,S.;Cai,W.;Zhang,S.Anenhancedprotonconductivityandreducedmethanolpermeabilitycompositemembranepreparedbysulfonatedcovalentorganicnanosheets/Nafion. Int. J. Hydrogen Energy 2019 , 44 ,24985−24996..
Prapainainar,P.;Pattanapisutkun,N.;Prapainainar,C.;Kongkachuichay,P.IncorporatinggrapheneoxidetoimprovetheperformanceofNafion-mordenitecompositemembranesforadirectmethanolfuelcell. Int. J. Hydrogen Energy 2019 , 44 ,362−378..
AlMunsur,A.Z.;Goo,B.H.;Kim,Y.;Kwon,O.J.;Paek,S.Y.;Lee,S.Y.;Kim,H.J.;Kim,T.H.Nafion-basedproton-exchangemembranesbuiltoncross-linkedsemi-interpenetratingpolymernetworksbetweenpoly(acrylicacid)andpoly(vinylalcohol). ACS Appl. Mater. Interfaces 2021 , 13 ,28188−28200..
Ryu,S.;Lee,B.;Kim,J.H.;Pak,C.;Moon,S.H.High-temperatureoperationofPEMFCusingpore-fillingPTFE/Nafioncompositemembranetreatedwithelectricfield. Int. J. Energy Res. 2021 , 45 ,19136−19146..
Ru,C.;Gu,Y.;Duan,Y.;Zhao,C.;Na,H.EnhancementinprotonconductivityandmethanolresistanceofNafionmembraneinducedbyblendingsulfonatedpoly(aryleneetherketones)fordirectmethanolfuelcells. J. Membr. Sci. 2019 , 573 ,439−447..
Ru,C.;Gu,Y.;Duan,Y.;Na,H.;Zhao,C.Nafionbasedsemi-interpenetratingpolymernetworkmembranesfromacross-linkableSPAEKandafluorinatedepoxyresinforDMFCs. Electrochim. Acta 2019 , 324 ,134873..
Gong,K.;Zhou,K.;Qian,X.;Shi,C.;Yu,B.MXeneasemergingnanofillersforhigh-performancepolymercomposites:areview. Compos. B Eng. 2021 , 217 ,108867..
Yang,Q.;Eder,S.J.;Martini,A.;Grützmacher,P.G.EffectofsurfaceterminationonthebalancebetweenfrictionandfailureofTi 3 C 2 T x MXenes. NPJ Mater. Degrad. 2023 , 7 ,6..
Tunesi,M.M.;Soomro,R.A.;Han,X.;Zhu,Q.;Wei,Y.;Xu,B.ApplicationofMXenesinenvironmentalremediationtechnologies. Nano Converg. 2021 , 8 ,5..
Soleymaniha,M.;Shahbazi,M.A.;Rafieerad,A.R.;Maleki,A.;Amiri,A.PromotingroleofMXenenanosheetsinbiomedicalsciences:therapeuticandbiosensinginnovations. Adv. Healthc. Mater. 2019 , 8 ,1801137..
Huang,K.;Li,Z.;Lin,J.;Han,G.;Huang,P.Two-dimensionaltransitionmetalcarbidesandnitrides(MXenes)forbiomedicalapplications. Chem. Soc. Rev. 2018 , 47 ,5109−5124..
Pandey,R.P.;Rasool,K.;Madhavan,V.E.;Aïssa,B.;Gogotsi,Y.;Mahmoud,K.A.Ultrahigh-fluxandfouling-resistantmembranesbasedonlayeredsilver/MXene(Ti 3 C 2 T x )nanosheets. J. Mater. Chem. A 2018 , 6 ,3522−3533..
Zhou,H.;Han,S.J.;Lee,H.D.;Zhang,D.;Anayee,M.;Jo,S.H.;Gogotsi,Y.;Lee,T.W.OvercomingthelimitationsofMXeneelectrodesforsolution-processedoptoelectronicdevices. Adv. Mater. 2022 , 34 ,2206377..
Wang,J.;Zhai,P.;Zhao,T.;Li,M.;Yang,Z.;Zhang,H.;Huang,J.LaminarMXene-Nafion-modifiedseparatorwithhighlyinhibitedshuttleeffectforlong-lifelithium-sulfurbatteries. Electrochim. Acta 2019 , 320 ,134558..
Jang,J.;Kang,Y.;Kim,K.;Kim,S.;Son,M.;Chee,S.S.;Kim,I.S.Concrete-structuredNafion@MXene/Celluloseacetatecationexchangemembraneforreverseelectrodialysis. J. Membr. Sci. 2022 , 646 ,120239..
Tang,X.;Zhou,Z.;Jiang,Y.;Wang,Q.;Sun,Q.;Zu,L.;Gao,X.;Lian,H.;Cao,M.;Cui,X.MXeneenhancedtheelectromechanicalperformanceofaNafion-basedactuator. Materials 2022 , 15 ,2833..
Lee,S.J.;Lee,D.H.;Lee,W.Y.Anelectrochemicalsensorforcapsaicinbasedontwo-dimensionaltitaniumcarbide(MXene)-dopedtitania-Nafioncompositefilm. Microchem. J. 2023 , 185 ,108216..
Guan,P.;Lei,J.;Zou,Y.;Zhang,Y.Improvedthermo-mechanicalpropertiesandreducedhydrogenpermeationofshortside-chainperfluorosulfonicacidmembranesdopedwithTi 3 C 2 T x . Materials 2021 , 14 ,7875..
Liu,Y.;Zhang,J.;Zhang,X.;Li,Y.;Wang,J.Ti 3 C 2 T x fillereffectontheprotonconductionpropertyofpolymerelectrolytemembrane. ACS Appl. Mater. Interfaces 2016 , 8 ,20352−20363..
Savage,J.;Tse,Y.L.S.;Voth,G.A.Protontransportmechanismofperfluorosulfonicacidmembranes. J. Phys. Chem. C 2014 , 118 ,17436−17445..
Li,J.;Jin,S.H.;Lan,G.C.;Xu,Z.S.;Wang,L.T.;Wang,N.;Li,L.J.Researchontheglasstransitiontemperatureandmechanicalpropertiesofpoly(vinylchloride)/dioctylphthalate(PVC/DOP)blendsbymoleculardynamicssimulations. Chinese J. Polym. Sci. 2019 , 37 ,834−840..
Wang,D.D.;Yu,K.F.;Xu,X.L.;Xu,W.S.Moleculardynamicsstudyofstarpolymermeltsunderstart-upshear. Chinese J. Polym. Sci. 2022 , 40 ,807−816..
Kritikos,G.;Pant,R.;Sengupta,S.;Karatasos,K.;Venkatnathan,A.;Lyulin,A.V.NanostructureanddynamicsofhumidifiedNafion/graphene-oxidecomposites via moleculardynamicssimulations. J. Phys. Chem. C 2018 , 122 ,22864−22875..
Mabuchi,T.;Tokumasu,T.Relationshipbetweenprotontransportandmorphologyofperfluorosulfonicacidmembranes:areactivemoleculardynamicsapproach. J. Phys. Chem. B 2018 , 122 ,5922−5932..
Akbari,S.;Mosavian,M.T.H.;Moosavi,F.;Ahmadpour,A.DoestheadditionofaheteropolyacidchangethewaterpercolationthresholdofPFSAmembranes. Phys. Chem. Chem. Phys. 2019 , 21 ,25080−25089..
Savage,J.;Voth,G.A.Protonsolvationandtransportinrealisticprotonexchangemembranemorphologies. J. Phys. Chem. C 2016 , 120 ,3176−3186..
Kuo,A.T.;Urata,S.;Nakabayashi,K.;Watabe,H.;Honmura,S.Coarse-grainedmoleculardynamicssimulationofperfluorosulfonicacidpolymerinwater-ethanolmixtures. Macromolecules 2021 , 54 ,609−620..
Tarokh,A.;Karan,K.;Ponnurangam,S.AtomisticMDstudyofNafiondispersions:roleofsolventandcounterionintheaggregatestructure,ionicclustering,andaciddissociation. Macromolecules 2019 , 53 ,288−301..
Kuo,A.T.;Takeuchi,K.;Tanaka,A.;Urata,S.;Okazaki,S.;Shinoda,W.Exploringtheeffectofpendentsidechainlengthonthestructuralandmechanicalpropertiesofhydratedperfluorosulfonicacidpolymermembranesbymoleculardynamicssimulation. Polymer 2018 , 146 ,53−62..
Kuo,A.T.;Shinoda,W.;Okazaki,S.Moleculardynamicsstudyofthemorphologyofhydratedperfluorosulfonicacidpolymermembranes. J. Phys. Chem. C 2016 , 120 ,25832−25842..
Takeuchi,K.;Kuo,A.T.;Hirai,T.;Miyajima,T.;Urata,S.;Terazono,S.;Okazaki,S.;Shinoda,W.Hydrogenpermeationinhydratedperfluorosulfonicacidpolymermembranes:effectofpolymercrystallinityandequivalentweight. J. Phys. Chem. C 2019 , 123 ,20628−20638..
Cui,R.;Li,S.;Yu,C.;Wang,Y.;Zhou,Y.Understandingthemechanismofnitrogentransportintheperfluorinatedsulfonic-acidhydratedmembranes via moleculardynamicssimulations. J. Membr. Sci. 2022 , 648 ,120328..
Fan,L.;Xi,F.;Wang,X.;Xuan,J.;Jiao,K.Effectsofsidechainlengthonthestructure,oxygentransportandthermalconductivityforperfluorosulfonicacidmembrane:moleculardynamicssimulation. J. Electrochem. Soc. 2019 , 166 ,F511−F518..
Ban,S.;Huang,C.;Yuan,X.Z.;Wang,H.MolecularsimulationofgastransportinhydratedNafionmembranes:influenceofaqueousnanostructure. J. Phys. Chem. C 2012 , 116 ,17424−17430..
Ban,S.;Huang,C.;Yuan,X.Z.;Wang,H.Molecularsimulationofgasadsorption,diffusion,andpermeationinhydratedNafionmembranes. J. Phys. Chem. B 2011 , 115 ,11352−11358..
Cui,R.;Li,S.;Yu,C.;Zhou,Y.TheevolutionofhydrogenbondnetworkinNafion via moleculardynamicssimulation. Macromolecules 2023 , 56 ,1688−1703..
Sun,S.;Ling,L.;Xiong,Y.;Zhang,Y.;Li,Z.Trifluoromethanesulfonimide-basedhygroscopicsemi-interpenetratingpolymernetworkforenhancedprotonconductivityofNafion-basedprotonexchangemembranesatlowhumidity. J. Membr. Sci. 2020 , 612 ,118339..
Atrazhev,V.V.;Astakhova,T.Y.;Sultanov,V.I.;Perry,M.L.;Burlatsky,S.F.Moleculardynamicstudyofwater-clusterstructureinPFSAandPFIAionomers. J. Electrochem. Soc. 2017 , 164 ,F1265−F1271..
Li,Z.Z.;Chen,L.;Tao,W.Q.MoleculardynamicssimulationofwaterpermeationthroughtheNafionmembrane. Numer. Heat Tr. A-Appl. 2016 , 70 ,1232−1241..
Daly,K.B.;Benziger,J.B.;Debenedetti,P.G.;Panagiotopoulos,A.Z.Moleculardynamicssimulationsofwatersorptioninaperfluorosulfonicacidmembrane. J. Phys. Chem. B 2013 , 117 ,12649−12660..
Gonçalves,W.;Mabuchi,T.;Tokumasu,T.NucleationandgrowthofcavitiesinhydratedNafionmembranesundertensilestrain:amoleculardynamicsstudy. J. Phys. Chem. C 2019 , 123 ,28958−28968..
Kuo,A.T.;Miyazaki,Y.;Jang,C.;Miyajima,T.;Urata,S.;Nielsen,S.O.;Okazaki,S.;Shinoda,W.Large-scalemoleculardynamicssimulationofperfluorosulfonicacidmembranes:remappingcoarse-grainedtoall-atomisticsimulations. Polymer 2019 , 181 ,121766..
Kuo,A.T.;Tanaka,A.;Irisawa,J.;Shinoda,W.;Okazaki,S.Moleculardynamicsstudyonthemechanicaldeformationofhydratedperfluorosulfonicacidpolymermembranes. J. Phys. Chem. C 2017 , 121 ,21374−21382..
Xie,J.;Ban,S.;Liu,B.;Zhou,H.AmolecularsimulationstudyofchemicaldegradationandmechanicaldeformationofhydratedNafionmembranes. Appl. Surf. Sci. 2016 , 362 ,441−447..
Maiti,T.K.;Singh,J.;Maiti,S.K.;Majhi,J.;Ahuja,A.;Singh,M.;Bandyopadhyay,A.;Manik,G.;Chattopadhyay,S.Moleculardynamicssimulationsandexperimentalstudiesoftheperfluorosulfonicacid-basedcompositemembranescontainingsulfonatedgrapheneoxideforfuelcellapplications. Eur. Polym. J. 2022 , 174 ,111345..
HaghighiAsl,M.;Moosavi,F.;Akbari,S.Mixedmembranematrices(MMMs)basedonNafion®pristine/defected-UiO-66(Zr)MOFs:assessmentoftheeffectsofdopantsonclustermorphology. Mol. Syst. Des. Eng. 2022 , 7 ,969−985..
Liu,Y.;Sambasivarao,S.V.;Horan,J.L.;Yang,Y.;Maupin,C.M.;Herring,A.M.Acombinedtheoreticalandexperimentalinvestigationofthetransportpropertiesofwaterinaperfluorosulfonicacidprotonexchangemembranedopedwiththeheteropolyacids,H 3 PW 12 O 40 orH 4 SiW 12 O 40 . J. Phys. Chem. C 2013 , 118 ,854−863..
Sambasivarao,S.V.;Liu,Y.;Horan,J.L.;Seifert,S.;Herring,A.M.;Maupin,C.M.Enhancingprotontransportandmembranelifetimesinperfluorosulfonicacidprotonexchangemembranes:acombinedcomputationalandexperimentalevaluationofthestructureandmorphologychangesduetoH 3 PW 12 O 40 doping. J. Phys. Chem. C 2014 , 118 ,20193−20202..
Akbari,S.;HamedMosavian,M.T.;Moosavi,F.;Ahmadpour,A.Elucidatingthemorphologicalaspectsandprotondynamicsinahybridperfluorosulfonicacidmembraneformedium-temperaturefuelcellapplications. Phys. Chem. Chem. Phys. 2018 , 20 ,29778−29789..
Akbari,S.;HamedMosavian,M.T.;Moosavi,F.;Ahmadpour,A.Atomisticsimulationofprotontransferabilityofisopolyacid(IPA)/heteropolyacid(HPA)dopedNafion®117forhigh-temperaturefuelcellapplications. Compos. B Eng. 2019 , 161 ,402−410..
Lee,O.S.;Madjet,M.E.;Mahmoud,K.A.AntibacterialmechanismofmultifunctionalMXenenanosheets:domainformationandphasetransitioninlipidbilayer. Nano Lett. 2021 , 21 ,8510−8517..
Hope,M.A.;Forse,A.C.;Griffith,K.J.;Lukatskaya,M.R.;Ghidiu,M.;Gogotsi,Y.;Grey,C.P.NMRrevealsthesurfacefunctionalisationofTi 3 C 2 MXene. Phys. Chem. Chem. Phys. 2016 , 18 ,5099−5102..
Martinez,L.;Andrade,R.;Birgin,E.G.;Martinez,J.M.PACKMOL:apackageforbuildinginitialconfigurationsformoleculardynamicssimulations. J. Comput. Chem. 2009 , 30 ,2157−2164..
Wang,C.;Clark,J.K.;Kumar,M.;Paddison,S.J.AnabinitiostudyoftheprimaryhydrationandprotontransferofCF 3 SO 3 HandCF 3 O(CF 2 ) 2 SO 3 H:effectsofthehybridfunctionalandinclusionofdiffusefunctions. Solid State Ion . 2011 , 199−200 ,6−13..
Mabuchi,T.;Tokumasu,T.EffectofboundstateofwateronhydroniumionmobilityinhydratedNafionusingmoleculardynamicssimulations. J. Chem. Phys. 2014 , 141 ,104904..
Levitt,M.;Hirshberg,M.;Sharon,R.;Laidig,K.E.;Daggett,V.Calibrationandtestingofawatermodelforsimulationofthemoleculardynamicsofproteinsandnucleicacidsinsolution. J. Phys. Chem. B 1997 , 101 ,5051−5061..
Jang,S.S.;Molinero,V.;Çaǧın,T.;Goddard,W.A.Nanophase-segregationandtransportinNafion117frommoleculardynamicssimulations:effectofmonomericsequence. J. Phys. Chem. B 2004 , 108 ,3149−3157..
Rappe,A.K.;Casewit,C.J.;Colwell,K.S.;Goddard,W.A.;Skiff,W.M.UFF,afullperiodictableforcefieldformolecularmechanicsandmoleculardynamicssimulations. J. Am. Chem. Soc. 2002 , 114 ,10024−10035..
Hu,T.;Wang,J.;Zhang,H.;Li,Z.;Hu,M.;Wang,X.VibrationalpropertiesofTi 3 C 2 andTi 3 C 2 T 2 (T=O,F,OH)monosheetsbyfirst-principlescalculations:acomparativestudy. Phys. Chem. Chem. Phys. 2015 , 17 ,9997−10003..
Xu,K.;Lin,Z.;Merlet,C.;Taberna,P.L.;Miao,L.;Jiang,J.;Simon,P.Trackingionicrearrangementsandinterpretingdynamicvolumetricchangesintwo-dimensionalmetalcarbidesupercapacitors:amoleculardynamicssimulationstudy. ChemSusChem 2018 , 11 ,1892−1899..
Abraham,M.J.;Murtola,T.;Schulz,R.;Páll,S.;Smith,J.C.;Hess,B.;Lindahl,E.GROMACS:highperformancemolecularsimulationsthroughmulti-levelparallelismfromlaptopstosupercomputers. Softwarex 2015, 1−2 ,19−25..
Martyna,G.J.;Klein,M.L.;Tuckerman,M.Nosé-Hooverchains:thecanonicalensemble via continuousdynamics. J. Chem. Phys. 1992 , 97 ,2635−2643..
Parrinello,M.;Rahman,A.Polymorphictransitionsinsinglecrystals:anewmoleculardynamicsmethod. J. Appl. Phys. 1981 , 52 ,7182−7190..
Essmann,U.;Perera,L.;Berkowitz,M.L.;Darden,T.;Lee,H.;Pedersen,L.G.AsmoothparticlemeshEwaldmethod. J. Chem. Phys. 1995 , 103 ,8577−8593..
Liu,W.;Hong,G.;Dai,D.;Li,L.;Dolg,M.TheBeijingfour-componentdensityfunctionalprogrampackage(BDF)anditsapplicationtoEuO,EuS,YbOandYbS. Theor. Chem. Acc. 1997 , 96 ,75−83..
Zhang,Y.;Suo,B.;Wang,Z.;Zhang,N.;Li,Z.;Lei,Y.;Zou,W.;Gao,J.;Peng,D.;Pu,Z.;Xiao,Y.;Sun,Q.;Wang,F.;Ma,Y.;Wang,X.;Guo,Y.;Liu,W.BDF:arelativisticelectronicstructureprogrampackage. J. Chem. Phys. 2020 , 152 ,064113..
Liu,W.J.;Wang,F.;Li,L.M.TheBeijingDensityFunctional(BDF)programpackage:methodologiesandapplications. J. Theor. Comput. Chem. 2003 , 2 ,257−272..
Liu,W.J.;Wang,F.;Li,L. Relativistic Density Functional Theory: The BDF Program Package .WorldScientific,Singapore, 2004 ,p.257−282..
Wang,Z.;Li,Z.;Zhang,Y.;Liu,W.Analyticenergygradientsofspin-adaptedopen-shelltime-dependentdensityfunctionaltheory. J. Chem. Phys. 2020 , 153 ,164109..
HongzhiweiTechnology,DeviceStudio,Version2023A,China,2023.Availableonline:https://cloud.hzwtech.com/web/product-service?id=6(accessedonAug.,23rd).
Morris,D.R.;Sun,X.Water-sorptionandtransportpropertiesofNafion117. J. Appl. Polym. Sci. 1993 , 50 ,1445−1452..
Weber,A.Z.;Newman,J.Transportinpolymer-electrolytemembranes:II.Mathematicalmodel. J. Electrochem. Soc. 2004 , 151 ,A311−A325..
Ohkubo,T.;Kidena,K.;Takimoto,N.;Ohira,A.MoleculardynamicssimulationsofNafionandsulfonatedpolyethersulfonemembranes.I.Effectofhydrationonaqueousphasestructure. J. Mol. Model. 2011 , 17 ,739−755..
Liu,J.;Suraweera,N.;Keffer,D.J.;Cui,S.;Paddison,S.J.Ontherelationshipbetweenpolymerelectrolytestructureandhydratedmorphologyofperfluorosulfonicacidmembranes. J. Phys. Chem. C 2010 , 114 ,11279−11292..
Dixit,S.;Crain,J.;Poon,W.C.;Finney,J.L.;Soper,A.K.Molecularsegregationobservedinaconcentratedalcohol-watersolution. Nature 2002 , 416 ,829−832..
Zhou,A.;Liu,Y.;Li,S.;Wang,X.;Ying,G.;Xia,Q.;Zhang,P.Fromstructuralceramicsto2Dmaterialswithmulti-applications:areviewonthedevelopmentfromMAXphasestoMXenes. J. Adv. Ceram. 2021 , 10 ,1194−1242..
Devanathan,R.;Venkatnathan,A.;Rousseau,R.;Dupuis,M.;Frigato,T.;Gu,W.;Helms,V.AtomisticsimulationofwaterpercolationandprotonhoppinginNafionfuelcellmembrane. J. Phys. Chem. B 2010 , 114 ,13681−13690..
Zawodzinski,T.A.;Neeman,M.;Sillerud,L.O.;Gottesfeld,S.Determinationofwaterdiffusioncoefficientsinperfluorosulfonateionomericmembranes. J. Phys. Chem. 1991 , 95 ,6040−6044..
0
Views
239
Downloads
0
CSCD
Publicity Resources
Related Articles
Related Author
Related Institution
京公网安备11010802046900号