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Molecular dynamics simulation of relationship between local structure and dynamics during glass transition of Mg_7Zn_3 alloy 被引量:2
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作者 侯兆阳 刘让苏 +2 位作者 徐春龙 帅学敏 舒瑜 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2014年第4期1086-1093,共8页
The rapid solidification process of Mg7Zn3 alloy was simulated by the molecular dynamics method. The relationship between the local structure and the dynamics during the liquid-glass transition was deeply investigated... The rapid solidification process of Mg7Zn3 alloy was simulated by the molecular dynamics method. The relationship between the local structure and the dynamics during the liquid-glass transition was deeply investigated. It was found that the Mg-centered FK polyhedron and the Zn-centered icosahedron play a critical role in the formation of Mg7Zn3 metallic glass. The self-diffusion coefficients of Mg and Zn atoms deviate from the Arrhenius law near the melting temperature and then satisfy the power law. According to the time correlation functions of mean-square displacement, incoherent intermediate scattering function and non-Gaussian parameter, it was found that the β-relaxation in Mg7Zn3 supercooled liquid becomes more and more evident with decreasing temperature, and the α-relaxation time rapidly increases in the VFT law. Moreover, the smaller Zn atom has a faster relaxation behavior than the Mg atom. Some local atomic structures with short-range order have lower mobility, and they play a critical role in the appearance of cage effect in theβ-relaxation regime. The dynamics deviates from the Arrhenius law just at the temperature as the number of local atomic structures begins to rapidly increase. The dynamic glass transition temperature (Tc) is close to the glass transition point in structure (TgStr). 展开更多
关键词 Mg7Zn3 alloy glass transition DYNAMICS structural relaxation molecular dynamics simulation
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Effects of C60 on the Glass Transition Temperature of Carbazole-based Photorefractive Polyphosphazenes
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作者 陈百利 CHEN Shufan +5 位作者 LUO Xuan FANG Yu ZHANG Qingjun HUANG Chuanqun DENG Qinghua 吴卫东 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2018年第4期974-979,共6页
The bi-functional carbazole-based photorefractive polyphosphazenes with different content of C_(60)-doped were fabricated. The glass transition temperature(T_g) of these polymer composite materials was determined ... The bi-functional carbazole-based photorefractive polyphosphazenes with different content of C_(60)-doped were fabricated. The glass transition temperature(T_g) of these polymer composite materials was determined using a differential scanning calorimetric(DSC) method. According to the DSC measurement results with different heating rates, the variation of T_g and the active energy of glass transition(E_g) were analyzed in detail. The analysis results indicate that the transition region shifts to higher temperatures with increasing heating rate, and C_(60) content(below 1.0 wt%) can influence the T_g of photorefractive polyphosphazenes. The T_g first increases and then decreases with the C_(60) content(below 1.0 wt%). The probable causes of the influence of C_(60) on T_g was proposed. 展开更多
关键词 differential scanning calorimetric (DSC) fullerene C60 carbazole-based photorefractivepolyphosphazenes glass transition temperature (Tg) active energy of glass transition (Eg)
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QSPR Study on the Glass Transition Temperature of Polyacrylates 被引量:17
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作者 刘天宝 彭艳芬 吴新民 《Chinese Journal of Structural Chemistry》 SCIE CAS CSCD 北大核心 2007年第12期1466-1470,共5页
Structural parameters of 22 polyacrylic compounds were computed at two levels using Hartree-Fock and DFT methods. Based on the experimental data of glass transition temperature (Tg), four-parameter (energy of the l... Structural parameters of 22 polyacrylic compounds were computed at two levels using Hartree-Fock and DFT methods. Based on the experimental data of glass transition temperature (Tg), four-parameter (energy of the lowest unoccupied molecular orbital (ELoMO), the highest positive charge (Qmax^+), dipole moments(μ) and the next highest occupied molecular orbital (ENLOMO)) dependent equations were developed using structural parameters as theoretical descriptors. Especially, Tg dependent equation calculated at the HF/6-31G(d) level is more advantageous than others in view of their correlation and predictive abilities. This dependent equation was validated by variance inflation factors (VIF) and t-test methods. 展开更多
关键词 glass transition temperature QSPR POLYACRYLATE HARTREE-FOCK DFT
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Kinetics of Glass Transition and Crystallization in Carbon Nanotube Reinforced Mg-Cu-Gd Bulk Metallic Glass 被引量:3
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作者 王银春 王育人 +2 位作者 魏炳忱 李维火 孙玉峰 《Journal of Rare Earths》 SCIE EI CAS CSCD 2006年第3期327-331,共5页
Mg65Cu25Gd10 bulk metallic glass and its carbon nanotube reinforced composite were prepared. Differential scanning calorimeter (DSC) was used to investigate the kinetics of glass transition and crystallization proce... Mg65Cu25Gd10 bulk metallic glass and its carbon nanotube reinforced composite were prepared. Differential scanning calorimeter (DSC) was used to investigate the kinetics of glass transition and crystallization processes. The influence of CNTs addition to the glass matrix on the glass transition and crystallization kinetics was studied. It is shown that the kinetic effect on glass transition and crystallization are preserved for both the monothetic glass and its glass composite. Adding CNTs in to the glass matrix reduces the influence of the heating rate on the crystallization process. In addition, the CNTs increase the energetic barrier for the glass transition. This results in the decrease of GFA. The mechanism of the GFA decrease was also discussed. 展开更多
关键词 metallic glass carbon nanotube glass transition CRYSTALLIZATION kinetic effect composite glass GADOLINIUM rare earths
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Solving the initial condition of the string relaxation equation of the string model for glass transition:part-Ⅱ 被引量:3
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作者 张晋鲁 王丽娜 +4 位作者 赵兴宇 张丽丽 周恒为 卫来 黄以能 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第2期381-388,共8页
The string model for the glass transition can quantitatively describe the universal a-relaxation in glassformers. The string relaxation equation (SRE) of the model simplifies the well-known Debye and Rouse-Zimm rela... The string model for the glass transition can quantitatively describe the universal a-relaxation in glassformers. The string relaxation equation (SRE) of the model simplifies the well-known Debye and Rouse-Zimm relaxation equations at high and low enough temperatures, respectively. However, its initial condition, necessary to the further model predictions of glassy dynamics, has not been solved. In this paper, the general initial condition of the SRE for stochastically spatially configurative strings is solved exactly based on the obtained special initial condition of the SRE for straight strings in a previous paper (J. L. Zhang et al. 2010 Chin. Phys. B 19, 056403). 展开更多
关键词 glass transition relaxation phenomenon dielectric relaxation
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Solving the initial condition of the string relaxation equation of the string model for glass transition:part-I 被引量:3
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作者 张晋鲁 王丽娜 +3 位作者 周恒为 张丽丽 赵兴宇 黄以能 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第5期450-459,共10页
The string model for the glass transition can quantitatively describe the universal a-relaxation in glassformers, including the average relaxation time, the distribution function of the relaxation time, and the relaxa... The string model for the glass transition can quantitatively describe the universal a-relaxation in glassformers, including the average relaxation time, the distribution function of the relaxation time, and the relaxation strength as functions of temperature. The string relaxation equation (SRE) of the model, at high enough temperatures, simplifies to the well-known single particle mean-field Debye relaxation equation, and at low enough temperatures to the well-known Rouse-Zimm relaxation equation that describes the relaxation dynamics of linear macromolecules. However, its initial condition, necessary to the further model predictions of glassy dynamics, has not been solved. In this paper, the special initial condition (SIC) of the SRE, i.e. for straight strings and the dielectric spectrum technique that is one of the most common methods to measure the glassy dynamics, was solved exactly. It should be expected that the obtained SIC would benefit the solution of the general initial condition of the SRE of the string model, i.e. for stochastically spatially eonfigurating strings, as will be described in separate publications. 展开更多
关键词 glass transition relaxation phenomenon dielectric relaxation
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Dynamic mechanical behavior of a Zr-based bulk metallic glass during glass transition and crystallization 被引量:2
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作者 CHAO Qi WANG Qing DONG Yuanda 《Rare Metals》 SCIE EI CAS CSCD 2009年第1期72-76,共5页
The dynamic mechanical behaviors of the Zr41Ti14Cu12.5Ni8Be22.5Fe2 bulk metallic glass (BMG) during continuous heating at a constant rate were investigated. The glass transition and crystallization of the Zr-based B... The dynamic mechanical behaviors of the Zr41Ti14Cu12.5Ni8Be22.5Fe2 bulk metallic glass (BMG) during continuous heating at a constant rate were investigated. The glass transition and crystallization of the Zr-based BMG were thus characterized by the measurements of storage modulus E′ and internal friction Q^-1. It was found that the variations of these dynamic mechanical quantities with temperature were interre-lated and were well in agreement with the DSC trace obtained at the same heating rate. The origin of the first peak in the internal friction curve was closely related to the dynamic glass transition and subsequent primary crystallization. Moreover, it can be well described by a physical model, which can characterize atomic mobility and mechanical response of disordered condense materials. In comparison with the DSC trace, the relative position of the first internal friction peak of the BMG was found to be dependent on its thermal stability against crys-tallization. 展开更多
关键词 metallic glass dynamic mechanical behavior internal friction glass transition CRYSTALLIZATION
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Calorimetric Studies on Enthalpy Relaxation in Maltitol Glass Transition Based on Phenomenological Models 被引量:2
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作者 YE Bin GAO Cai YANG Suo LIU Xiang-nong JIANG Bin 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 2012年第6期1078-1085,共8页
To investigate the enthalpy relaxation behavior of maltitol glass system,differential scanning calorimetry(DSC) was used to obtain the specific heat capacity[C p(T)] near the glass transition temperature(T g) at... To investigate the enthalpy relaxation behavior of maltitol glass system,differential scanning calorimetry(DSC) was used to obtain the specific heat capacity[C p(T)] near the glass transition temperature(T g) at different cooling rates ranged between 1 and 20 K/min.Three phenomenological models of enthalpy relaxation,ToolNarayanaswamy-Moynihan(TNM) model,Adam-Gibbs-Vogel(AGV) model and Gómez Ribelles(GR) model,were used to simulate the experimental data.The models' parameters were obtained via a curve-fitting method.The results indicate that TNM and AGV models gave the almost identical prediction powers and can reproduce the curves of experimental C p(T) very well.However,the prediction power of GR model evolved from configurational entropy approach is not so good as those of TNM and AGV models.In particular,the metastable limit state parameter(δ) introduced by Gómez Ribelles has insignificant effect on the enthalpy relaxation of the small molecular hydrogen-bonding glass system. 展开更多
关键词 Differential scanning calorimetry(DSC) MALTITOL glass transition Enthalpy relaxation Tool-Narayanaswamy-Moynihan(TNM) model Adam-Gibbs-Vogel(AGV) model Gómez Ribelles(GR) model Dynamic fragility
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Glass transition kinetics of La_(55)Al_(25)Ni_(10)Cu_(10) bulk metallic glass by electrical resistivity measurement 被引量:1
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作者 Bo-Yang Liu Feng Ye 《Rare Metals》 SCIE EI CAS CSCD 2013年第4期359-362,共4页
The glass transition behavior of La55A125-Ni10CU10 bulk metallic glass was investigated using elec-trical resistivity and differential-scanning calorimetry measurements. There are good agreements of the onset temperat... The glass transition behavior of La55A125-Ni10CU10 bulk metallic glass was investigated using elec-trical resistivity and differential-scanning calorimetry measurements. There are good agreements of the onset temperature (Tg-onset) and the end temperature (Tg-end) of the glass transition between the DSC curve and tempera-ture dependent electrical resistivity (TER) curve in the same heating rate. Kinetics of the glass transition is studied with the electrical resistivity data. The apparent activation energy of the glass transition (△Eg) is found to be 306.4 kJ.mol^-1. Fragility parameter D^* and VFT temper-ature To are 9.8 and 324.9 K, respectively. 展开更多
关键词 Bulk metallic glass Electrical resistivity glass transition kinetics Apparent activation energy Fragility parameter
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FOURIER TRANSFORM INFRARED STUDIES OF POLY (ETHYLENE TEREPHTHALATE) FILM IN THE GLASS TRANSITION REGION 被引量:1
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作者 钱人元 沈德言 李惠鸣 《Chinese Journal of Polymer Science》 SCIE CAS CSCD 1989年第2期150-158,共9页
Three specimens from a solution-cast poly (ethylene terephthalate) (PET) film, one being liquid-N_2 quenched from 92℃(Q), one being slowly cooled from 92℃(SC) and one being quenched and sub-T_g annealed at 67℃(AN),... Three specimens from a solution-cast poly (ethylene terephthalate) (PET) film, one being liquid-N_2 quenched from 92℃(Q), one being slowly cooled from 92℃(SC) and one being quenched and sub-T_g annealed at 67℃(AN), have been studied by specimen difference spectra Q-SC and AN-Q and temperature difference spectra T-70 and T_2-T_1 for every 2℃ steps on heating to 90℃ at 2℃ /min. SC and AN showed more gauche conformers than Q. That means that the PET chain has more trans conformers at higher temperatures and some of these are frozen during quenching through T_g. A band at 1340 cm^(-1) has been found to be complex containing overlapping bands reflecting trans in crystalline regions and trans in amorphous regions. The temperature difference spectra on heating through T_g showed that the spectral changes in Q are gradual while a rather abrupt change occurs in AN at 80—82℃ for the bands at 1340, 1042 and 1020 cm^(-1). No new conformational structure or new vibrational mode is involved. A kind of locking mechanism is suggested which hinders the molecular vibrational changes in AN below T_g until a sudden release occurs at T_g. These locking sites can be nothing else than sites of tighter local packing of chain segments. Consequently it is believed that inter-chain van der Waals attraction energy plays a dominating role in the volume relaxation and sub-T_g annealing of quenched amorphous polymers. 展开更多
关键词 Infrared spectra glass transition Poly ( ethylene terephthalate ) CONFORMATION Enthalpy relaxation.
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Effect of melt cooling rate on glass transition kinetics and structural relaxation of Vit1 metallic glass 被引量:1
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作者 Wei Zhang Qing-chun Xiang +3 位作者 Ying-dong Qu Qing-feng Li Ying-lei Ren Ke-qiang Qiu 《China Foundry》 SCIE CAS 2021年第2期118-123,共6页
The thin ribbons and the bulk cylindrical rods with diameters of 2 mm and 10 mm of the Vit1 metallic glass(MG)were prepared by the single roller melt spinning method and the copper mold injection casting method,respec... The thin ribbons and the bulk cylindrical rods with diameters of 2 mm and 10 mm of the Vit1 metallic glass(MG)were prepared by the single roller melt spinning method and the copper mold injection casting method,respectively.The cooling rates of the samples during melt solidification were evaluated.The glass transition behaviors of three groups of MG samples with different solidification cooling rates were studied by differential scanning calorimetry(DSC)at different heating rates.The effects of melt cooling rate on the glass transition kinetic parameters such as apparent activation energy(E)and fragility parameter(m)of the Vit1 MG were studied using the Kissinger and the Vogel-Fulcher-Tammann(VFT)equations.Additionally,the structural relaxation enthalpy(ΔHrel)of three groups of MG samples was quantitatively analyzed by DSC through multi-step temperature rise and fall measurements.Results show that the melt cooling rate(R)has a significant effect on the glass transition kinetics and the structural relaxation of the Vit1 MG.As R decreases in the order of magnitude,the glass transition temperature(Tg),E,m,andΔHrel of the Vit1 MG gradually decreases.Furthermore,in the range of the experimental cooling rates,E,m,andΔHrel all have an approximately linear relationship with lgR. 展开更多
关键词 glass transition structural relaxation apparent activation energy fragility parameter cooling rate Vit1 metallic glass
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Mode-Coupling Theory for Glass Transition of Active-Passive Binary Mixture 被引量:1
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作者 Meng-kai Feng Zhong-huai Hou 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2018年第4期584-594,616,共12页
Collective behaviours of active particle systems have gained great research attentions in re- cent years. Here we present a mode-coupling theory (MCT) framework to study the glass transition of a mixture system of a... Collective behaviours of active particle systems have gained great research attentions in re- cent years. Here we present a mode-coupling theory (MCT) framework to study the glass transition of a mixture system of active and passive Brownian particles. The starting point is an eff)ctive Smoluchowski equation, which governs the dynamics of the probability dis- tribution function in the position phase space. With the assumption of the existence of a nonequilibrium steady state, we are able to obtain dynamic equations for the intermediate scattering functions (ISFs), wherein an irreducible memory function is introduced which in turn can be written as functions of the ISFs based on standard mode-coupling approximations. The effect of particle activity is included through an effective difIusion coefficient which can be obtained via short time simulations. By calculating the long-time limit of the ISF, the Debye-Waller (DW) factor, one can determine the critical packing fraction ηc of glass transition. We find that for active-passive (AP) mixtures with the same particle sizes, ηc increases as the partial fraction of active particle xA increases, which is in agreement with previous simulation works. For system with different active/passive particle sizes, we find an interesting reentrance behaviour of glass transition, i.e., ηc shows a non-monotonic dependence on xa. In addition, such a reentrance behaviour would disappear if the particle activity is large enough. Our results thus provide a useful theoretical scheme to study glass transition behaviour of active-passive mixture systems in a promising way. 展开更多
关键词 glass transition Mode-coupling theory Active particles Active-passive par ticle mixture
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Electrical Resistance Measurement of Glass Transition and Crystallization Characteristics of Zr-Al-Cu-Ni Metallic Glasses
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作者 Yaping WANG and Ke LUState Key Laboratory for RSA, Institute of Metal Research, Chinese Academy of Sciences, Shenyang 110016, China 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2002年第6期492-496,共5页
In this paper, glass transition and thermal stability of the Zr-AI-Cu-Ni metallic glasses were investigated by using electrical resistance measurement (ERM), DSC and X-ray diffraction techniques. The experimental resu... In this paper, glass transition and thermal stability of the Zr-AI-Cu-Ni metallic glasses were investigated by using electrical resistance measurement (ERM), DSC and X-ray diffraction techniques. The experimental results show that the ERM is capable of detecting the glass transition of the amorphous alloys and can help to distinguish the crystallization products of the Zr-AI-Cu-Ni metallic glasses owing to the difference of the electrical resistivity between the precipitation phases. 展开更多
关键词 Zr-Al-Cu-Ni metallic glasses Electrical resistance glass transition CRYSTALLIZATION
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GLASS TRANSITION IN AMORPHOUS Se
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作者 PANG Dexing WANG Jingtang DING Bingzhe LI Zhixian Institute of Metal Research,Academia Sinica,Shenyang,China WANG Jingtang,Professor,Institute of Metal Research,Academia Sinica,Shenyang 110015,China 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 1990年第8期100-103,共4页
The glass transition in amorphous semi-conducting Se has been studied by DSC thermal ana- lysis,infrared absorption spectra and positron annihilation measurements.The results show that the glas transition seems to be ... The glass transition in amorphous semi-conducting Se has been studied by DSC thermal ana- lysis,infrared absorption spectra and positron annihilation measurements.The results show that the glas transition seems to be reasonably explained from the viewpoints of MDS model and valence alternation pair theory proposed by Mott,Kaster et al.,respectively. 展开更多
关键词 amorphous Se glass transition infrared spectra positron annihilation
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Anion type-dependent confinement effect on glass transitions of solutions of LiTFSI and LiFSI
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作者 张晋兵 王凤平 +1 位作者 曹则贤 王强 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第7期453-457,共5页
We present findings on the effect of nanometer-sized silica-based pores on the glass transition of aqueous solutions of lithium bis(trifluoromethane)sulfonimide(LiTFSI)and lithium difluorosulfimide(LiFSI),respectively... We present findings on the effect of nanometer-sized silica-based pores on the glass transition of aqueous solutions of lithium bis(trifluoromethane)sulfonimide(LiTFSI)and lithium difluorosulfimide(LiFSI),respectively.Our experimental results demonstrate a clear dependence of the confinement effect on the anion type,particularly for water-rich solutions,in which the precipitation of crystalized ice under cooling process induces the formation of freeze-concentrated phase confined between pore wall and core ice.As this liquid layer becomes thinner,the freeze-concentrated phase experiences glass transition at increasingly higher temperatures in solutions of LiTFSI.However,differently,for solutions of LiFSI and LiCl,this secondary confinement has a negligible effect on the glass transition of solutions confined wherein.These different behaviors emphasize the obvious difference in the dynamic properties’response of LiTFSI and LiFSI solutions to spatial confinement and particularly to the presence of the hydrophilic pore wall. 展开更多
关键词 anion type-dependent confinement effect glass transition Li salts aqueous solutions
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POLYMER CHAIN DIFFUSION AT A TEMPERATURE BELOW ITS BULK GLASS TRANSITION TEMPERATURE
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作者 TisatoKajiyama DaisukeKawaguchi +1 位作者 KeijiTanaka TisatoKajiyama 《Chinese Journal of Polymer Science》 SCIE CAS CSCD 2003年第2期141-146,共6页
In this study, it was examined whether the dynamics of polymer chains at a surface is different from that in thebulk, and if so, to what extent they differ in terms of surface glass transition temperature and diffusio... In this study, it was examined whether the dynamics of polymer chains at a surface is different from that in thebulk, and if so, to what extent they differ in terms of surface glass transition temperature and diffusion coefficient. Obtainedresults clearly indicate that surface chains can travel for a relatively large distance in comparison with the characteristiclength scale of usual segmental motion even at a temperature below its bulk glass transition temperature, T_g^b. This isconsistent with our previous results that the surface glass transition temperature is much lower than the corresponding T_g^b.Also, it was experimentally revealed that there was a gradient of molecular motion in the surface region. 展开更多
关键词 Surface molecular motion Surface glass transition temperature POLYSTYRENE Poly(styrene-block-methyl methacrylate)
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A MONTE CARLO STUDY OF THE GLASS TRANSITION OF POLYMETHYLENE
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作者 章林溪 《Chinese Journal of Polymer Science》 SCIE CAS CSCD 1999年第6期543-549,共7页
By this Monte Carlo simulation we studied the glass transition of polymethylene using the modified bond-fluctuation model combined with considering the rotational-isomeric state model. The configurational properties i... By this Monte Carlo simulation we studied the glass transition of polymethylene using the modified bond-fluctuation model combined with considering the rotational-isomeric state model. The configurational properties in the polymethylene (PM) melts, such as the mean length, the mean energy per bond and the mean square radius of gyration were monitored. We found that the chains cannot be in the equilibrium states after a very long time when the temperature of the dense PM chains decreases to 120 K. As the melt vitrifies, these quantities gradually become independent of temperature in a narrow range. The glass transition temperature T-g depends upon the chain length of PM chains, and extrapolation to (CH2)(infinity) gives T-g(infinity) = 212 K. The dynamics in the PM melts was also studied. It was found that the diffusion coefficients can be described by the Vogel-Fulcher law and the Vogel-Fulcher temperature T-0 is 124 K. This method may be used to investigate the glass transition of other real polymer chains. 展开更多
关键词 Monte Carlo simulation glass transition polymethylene
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Liquid-to-glass transition of tetrahydrofuran and 2-methyltetrahydrofuran
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作者 谈荣日 沈鑫 +1 位作者 胡林 张丰收 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第8期382-391,共10页
Both tetrahydrofuran (THF) and 2-methyltetrahydrofuran (MTHF) are studied systematically at desired temperatures using molecular dynamics simulations. The results show that the calculated densities are well consis... Both tetrahydrofuran (THF) and 2-methyltetrahydrofuran (MTHF) are studied systematically at desired temperatures using molecular dynamics simulations. The results show that the calculated densities are well consistent with experiment. Their glass transition temperatures are obtained: 115 K - 130 K for THF and 131 K - 142 K for MTHF. The calculated results from the dipolar orientational time correlation functions indicate that the "long time" behavior is often associated with a glass transition. From the radial and spatial distributions, we also find that the methyl has a direct impact on the structural symmetry of molecules, which leads to the differences of physical properties between THF and MTHF. 展开更多
关键词 tetrahydrofuran and 2-methyltetrahydrofuran glass transition molecular dynamics simulations
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Creep performance of PVC aged at temperature relatively close to glass transition temperature
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作者 周志红 贺耀龙 +2 位作者 胡宏玖 赵峰 张晓龙 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2012年第9期1129-1136,共8页
In order to predict the mechanical performance of the polyvinyl chloride (PVC) at a high operating temperature, a series of short-term tensile creep tests (one- tenth of the physical aging time) of the PVC are car... In order to predict the mechanical performance of the polyvinyl chloride (PVC) at a high operating temperature, a series of short-term tensile creep tests (one- tenth of the physical aging time) of the PVC are carried out at 63 ℃ with a small constant stress by a dynamic mechanical analyzer (DMA). The Struik-Kohlrausch (SK) formula and Struik shifting methods are used to describe these creep data for various physical aging time. A new phenomenological model based on the multiple relaxation mechanisms of an amorphous polymer is developed to quantitatively characterize the SK parameters (the initial creep compliance, the characteristic retardation time, and the shape factor) determined by the aging time. It is shown that the momentary creep compliance curve of the PVC at 63℃ can be very well fitted by the SK formula for each aging time. However, the SK parameters for the creep curves are not constant during the aging process at the elevated temperatures, and the evolution of these parameters and the creep rate versus aging time curves at the double logarithmic coordinafes have shown a nonlinear phenomenon. Moreover, the creep master curves obtained by the superposition with the Struik shifting methods are unsatisfactory in such a case. Finally, the predicted results calculated from the present model incorporating with the SK formula are in excellent agreement with the creep experimental data for the PVC isothermally aged at the temperature relatively close to the glass transition temperature. 展开更多
关键词 physical aging polyvinyl chloride (PVC) glass transition temperature creep
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Prediction of Glass Transition Temperatures of Polyarylates Using a Support Vector Machine Model
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作者 张仕华 谭正德 《Chinese Journal of Structural Chemistry》 SCIE CAS CSCD 2011年第7期943-950,共8页
A three-descriptor quantitative structure-property relationship (QSPR) model, based on the support vector machine (SVM) algorithm, was constructed to predict the glass transition temperatures (Tgs) ofpolyarylate... A three-descriptor quantitative structure-property relationship (QSPR) model, based on the support vector machine (SVM) algorithm, was constructed to predict the glass transition temperatures (Tgs) ofpolyarylates with complex structures. A total of 50 polyarylates were randomly divided into three sets, viz., the training set (30 polymers), validation set (10 polymers) and prediction set (10 polymers). By adjusting various parameters by trial and error, the final optimum SVM model based on Austin Model 1 (AM1) calculation is a polynomial kernel with the parameters C of 100, ε of 1.00E-05 and d of 2. The root-mean-square (RMS) errors obtained from the training set, validation set and prediction set are 19.4, 12.8 and 15.5 K, respectively. Research results show that the proposed SVM model has better statistical quality than the previous models. Thus, applying the SVM algorithm to predict Tgs of polymers is feasible. 展开更多
关键词 glass transition temperature structure-property relations support vector machine
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