Influence of external load on friction coefficient of Fe-polytetrafluoroethylene

A coarse-grained molecular dynamics simulation model was developed in this study to investigate the friction process occurring between Fe and polytetrafluoroethylene(PTFE).We investigated the effect of an external load on the friction coefficient of Fe–PTFE using the molecular dynamics simulations and experimental methods.The simulation results show that the friction coefficient decreases with the external load increasing,which is in a good agreement with the experimental results.The high external load could result in a larger contact area between the Fe and PTFE layers,severer springback as a consequence of the deformed PTFE molecules,and faster motion of the PTFE molecules,thereby affecting the friction force and normal force during friction and consequently varying the friction coefficient.     

Predicting Quantum Many-Body Dynamics with Transferable Neural Net works

Advanced machine learning(ML)approaches such as transfer learning have seldom been applied to approximate quantum many-body systems.Here we demonstrate that a simple recurrent unit(SRU)based efficient and transferable sequence learning framework is capable of learning and accurately predicting the time evolution of the one-dimensional(ID)Ising model with simultaneous transverse and parallel magnetic fields,as quantitatively corroborated by relative entropy measurements between the predicted and exact state distributions.At a cost of constant computational complexity,a larger many-body state evolution is predicted in an autoregressive way from just one initial state,without any guidance or knowledge of any Hamiltonian.Our work paves the way for future applications of advanced ML methods in quantum many-body dynamics with knowledge only from a smaller system.     

地方工科院校《功能高分子材料》课程教学内容的精选与实践

随着材料学的蓬勃发展,功能高分子材料的种类及用途日益繁多,因而《功能高分子材料》课程教学内容涵盖也不断延伸。针对地方工科院校高分子材料与工程专业人才培养的机制和目标,作者探索实践了如何以学生为本、以社会和行业的人才需求为导向,紧密联系地方经济与行业格局,因时因势对课程教学内容进行优化和完善。在此基础上,通过科学合理的教学实践,使学生既能牢固掌握功能高分子材料的基础知识,又能了解本领域最前沿的科学发展动态,拓宽学习思路,提高学习积极性,增强对专业的认可与对行业的期待。     

拉压性能不同材料的几种结构的极限分析

给出了拉压性能不同材料（简称具有Ｓ－Ｄ效应的材料）的几种结构的极限载荷公式。揭示出材料的拉压性能不同对几种结构承载能力的影响规律。所给出的极限载荷公式可供工程设计人员参考。     

灰口铸铁屈服规律的实验研究

报导了灰口铸铁薄壁圆管试件在比例加载时Ｐ—ｐ复杂应力状态下屈服规律的实验结果。主要研究了：（１）拉伸屈服强度与压缩屈服强度的关系；（２）应力球张量对材料屈服的影响；（３）材料初始屈服规律。     

NO2在黑碳表面的非均相反应

HONO是大气中OH自由基的重要来源,NO2在黑碳表面可反应生成HONO,因此NO2在黑碳表面的非均相反应引起了人们的关注。目前不同研究小组测量的摄取系数可相差7个数量级,选择不同的摄取系数去评估非均相反应的重要性将得到完全不同的结果。本文在深入分析NO2在黑碳表面反应机理的基础上,从反应体系、黑碳表面性质、反应条件等角度对不同小组测量的摄取系数存在差异的原因进行了分析,为模式中摄取系数的选取提供了依据。     

25英寸石墨烯玻璃的快速制备

<正>玻璃是当今日常生活不可或缺的重要材料,其应用遍及方方面面。然而玻璃本身具有诸多的局限性,导电和导热性能很差。石墨烯是最近十年间崛起的"材料之王",与玻璃一样具有非常好的透光性,而且石墨烯具有良好的导电和导热性能。原子层厚度的石墨烯是无法自支撑使用的,必须依靠一个载体,将玻璃作为石墨烯应用的载