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The Future Therapy of Renal Cell Carcinoma? Non-Invasive Physical Plasma as an Innovative Oncological Therapy Modality
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作者 Andreas Nitsch Matthias Bernhard Stope 《Journal of Cancer Therapy》 2021年第11期602-610,共9页
Renal cell carcinoma (RCC) is one of the most important urological tumors and is one of the most common cancer diseases worldwide. Unfortunately, the treatment options are very limited due to resistances. Non-invasive... Renal cell carcinoma (RCC) is one of the most important urological tumors and is one of the most common cancer diseases worldwide. Unfortunately, the treatment options are very limited due to resistances. Non-invasive physical plasma (NIPP) is currently becoming a promising and very well tolerated treatment option for cancer. NIPP represents a highly energized gas and induc</span><span style="font-family:Verdana;">es varying antioncogenic cell responses in tumor cells. And also in t</span><span style="font-family:Verdana;">he case of RCC, NIPP treatment has great potential to enhance and supplement existing anticancer treatment options. Outstanding characteristics of NIPP treatment are 1) a precise and local effect on the treated tissue and 2) an almost exclusive effect on treated tumor cells without side effects. This allows </span><span style="font-family:Verdana;">an enormously large therapeutic window and makes the combination o</span><span style="font-family:Verdana;">f NIPP treatment and classical therapy appear particularly promising. In addition to R</span><span style="font-family:Verdana;">CC, plasma oncology offers an extremely innovative physical treatme</span><span style="font-family:Verdana;">nt method for future oncology in general.</span></span></span><span><span><span style="font-family:""> </span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">This brief review article summarizes the current knowledge on the potential use of NIPP in RCC therapy. 展开更多
关键词 physical plasma non-invasive physical plasma Cold plasma plasma Medicine plasma Oncology Renal Cell Carcinoma
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Relativistic Corrections to the Maxwellian Distribution for Astrophysical and Fusion Plasmas
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作者 Amaury de Kertanguy 《Journal of Applied Mathematics and Physics》 2023年第8期2414-2428,共15页
We present calculations and improvement inspired by the work of Lorenzo Zaninetti, published in 2020, it concerns a problem whose origin dates back 1911 with so called Maxwell-Jüttner distribution these lies on t... We present calculations and improvement inspired by the work of Lorenzo Zaninetti, published in 2020, it concerns a problem whose origin dates back 1911 with so called Maxwell-Jüttner distribution these lies on the Lorentz factor , with . This work uses powerful modern software for a reconstruction of Zaninetti work, which computes with special functions, these are included in the Mathematica software, as by instance Bessel and Meijer G-functions ready to manipulate. A progress is made, it is possible to perform an integral that is not computed in Zaninetti paper. This author connects the correct relativistic probability law: the Maxwell-Jüttner to the synchrotron emissivity with a magnetic B field, this work generalize these results, using the linear Stark effect and deals with an electric field E. 展开更多
关键词 Maxwell-Jüttner Distribution Relativity Modification to Maxwell Law Lorentz Factor Linear Stark Effect plasma physics
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New Soliton Wave Solutions to a Nonlinear Equation Arising in Plasma Physics
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作者 M.B.Almatrafi Abdulghani Alharbi 《Computer Modeling in Engineering & Sciences》 SCIE EI 2023年第10期827-841,共15页
The extraction of traveling wave solutions for nonlinear evolution equations is a challenge in various mathematics,physics,and engineering disciplines.This article intends to analyze several traveling wave solutions f... The extraction of traveling wave solutions for nonlinear evolution equations is a challenge in various mathematics,physics,and engineering disciplines.This article intends to analyze several traveling wave solutions for themodified regularized long-wave(MRLW)equation using several approaches,namely,the generalized algebraic method,the Jacobian elliptic functions technique,and the improved Q-expansion strategy.We successfully obtain analytical solutions consisting of rational,trigonometric,and hyperbolic structures.The adaptive moving mesh technique is applied to approximate the numerical solution of the proposed equation.The adaptive moving mesh method evenly distributes the points on the high error areas.This method perfectly and strongly reduces the error.We compare the constructed exact and numerical results to ensure the reliability and validity of the methods used.To better understand the considered equation’s physical meaning,we present some 2D and 3D figures.The exact and numerical approaches are efficient,powerful,and versatile for establishing novel bright,dark,bell-kink-type,and periodic traveling wave solutions for nonlinear PDEs. 展开更多
关键词 The modified regularized long wave equation soliton solutions plasma physics numerical solutions
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The state-of-the-art of atmospheric pressure plasma for transdermal drug delivery
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作者 聂兰兰 刘大伟 +2 位作者 程鹤 赵峰 卢新培 《Plasma Science and Technology》 SCIE EI CAS CSCD 2024年第4期9-26,共18页
Plasma-enhanced transdermal drug delivery(TDD) presents advantages over traditional methods,including painless application, minimal skin damage, and rapid recovery of permeability. To harness its clinical potential, f... Plasma-enhanced transdermal drug delivery(TDD) presents advantages over traditional methods,including painless application, minimal skin damage, and rapid recovery of permeability. To harness its clinical potential, factors related to plasma’s unique properties, such as reactive species and electric fields, must be carefully considered.This review provides a concise summary of conventional TDD methods and subsequently offers a comprehensive examination of the current state-of-the-art in plasma-enhanced TDD. This includes an analysis of the impact of plasma on HaCaT human keratinocyte cells, ex vivo/in vivo studies, and clinical research on plasma-assisted TDD. Moreover, the review explores the effects of plasma on skin physical characteristics such as microhole formation, transepidermal water loss(TEWL), molecular structure of the stratum corneum(SC), and skin resistance. Additionally, it discusses the involvement of various reactive agents in plasma-enhanced TDD, encompassing electric fields,charged particles, UV/VUV radiation, heat, and reactive species. Lastly, the review briefly addresses the temporal behavior of the skin after plasma treatment, safety considerations, and potential risks associated with plasma-enhanced TDD. 展开更多
关键词 plasma transdermal drug delivery skin physical characteristics reactive agents
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Non-invasive Prenatal Gene Diagnosis: Progress through Cell-free Fetal DNA and RNA in Maternal Plasma and Urine
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作者 GUO Xun-yang, GUO Yi-bin ( Department of Medical Genetics, Zhongshan School of Medicine, SUN Yat-Sen University, Guangzhou 510080, China ) 《中山大学学报(医学科学版)》 CAS CSCD 北大核心 2008年第S2期140-142,共3页
Non-invasive prenatal gene diagnosis has been developed rapidly in the recent years, and numerous medical researchers are focusing on it. Such techniques could not only achieve prenatal diagnosis accurately, but also ... Non-invasive prenatal gene diagnosis has been developed rapidly in the recent years, and numerous medical researchers are focusing on it. Such techniques could not only achieve prenatal diagnosis accurately, but also prevent tangential illness in fetuses and thus, reduce the incidence of diseases. Moreover, it is non-invasive prenatal gene diagnosis that prevents potential threaten and danger to both mothers and fetuses. Therefore, it is welcomed by clinical gynecologist and obstetrian, researchers of medical genetics, and especially, pregnancies. This review article touches briefly on the advanced development of using cell-free DNA, RNA in maternal plasma and urine for non-invasive prenatal gene diagnosis. 展开更多
关键词 non-invasive prenatal gene diagnosis CELL-FREE fetal DNA and RNA DNA and RNA detection MATERNAL URINE MATERNAL plasma
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Physical Alloying of Plasma Metallization Carbide Nanocomposite Coating by Allotropic Carbon Nanostructures
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作者 Philipp I. Vysikaylo Valeriy S. Mitin Alexey A. Yakushkin 《Journal of Surface Engineered Materials and Advanced Technology》 2021年第1期1-13,共13页
The fundamental scientific problem for micro- and nano-electronics has been solved—methods for creating and investigating properties of physically doped materials with spatially inhomogeneous structure at the micro- ... The fundamental scientific problem for micro- and nano-electronics has been solved—methods for creating and investigating properties of physically doped materials with spatially inhomogeneous structure at the micro- and nano-meter scale have been developed. For the application of functional nanocomposite film coatings based on carbides of various transition metals structured by nanocarbon, for the first time in the world, we developed a new technique for their plasma deposition on a substrate without the use of reaction gases (hydrocarbons such as propane, acetylene, etc.). We have created nanostructured film materials, including those with increased strength and wear resistance, heterogeneous at the nanoscale, physically doped with nanostructures—quantum traps for free electrons. We learned how to simultaneously spray (in a plasma of a stationary magnetron discharge) carbides and graphite from a special mosaic target (carbide + carbon) made mechanically. As a result of such stationary sputtering of carbides and carbon, plasma nanostructured coatings were obtained from nanocarbides, metal nanocrystals and nanocarbon. Our design of such a target made it possible to intensively cool it in the magnetron body and spray its parts (carbide + carbon) simultaneously with a high power density of a constant plasma discharge—in the range of values from 40 W/cm<sup>2</sup> to 125 W/cm<sup>2</sup>. Such sputtering with a change in the power or the initial relative surface areas of various parts of the mosaic target (carbon and carbide) made it possible to change the average density of carbide, metal and carbon in a nanostructured (nanocarbon and metal nanostructures) coating. The changed relative density of various components of the nanocomposite (nanostructures of carbide, metal, and carbon in the form of graphite) significantly affected the physical properties of the nanocomposite coating. The creating method of multiphase nanostructured composite coatings (based on carbides of transition metals) with high hardness of 30 GPa, a low coefficient of friction to dry 0.13 - 0.16, with high heat resistance up to 3000<span style="white-space:normal;color:#4F4F4F;font-family:-apple-system, "font-size:16px;background-color:#FFFFFF;">&#176</span>C and thermal stability in the nanocrystalline state over 1200<span style="white-space:normal;color:#4F4F4F;font-family:-apple-system, "font-size:16px;background-color:#FFFFFF;">&#176</span>C is developed. It is established that the presence of nanographite in the composite significantly improves the impact strength and extends the range of possible applications, compared with pure carbides. The solution to this problem will allow creating new nanostructured materials, investigating their various physical parameters with high accuracy, designing, manufacturing and operating devices with new technical and functional capabilities, including for the nuclear industry and rocket science. 展开更多
关键词 physical Alloying plasma Metal Coating Coefficient of Dry Friction Charged Layer
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Part 2: Review of Tokamak Physics as a Way to Construct a Device Optimal for Graviton Detection and Generation within a Confined Small Spatial Volume, as Opposed to Dyson’s “Infinite Astrophysical Volume” Calculations 被引量:2
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作者 Andrew Walcott Beckwith 《Journal of High Energy Physics, Gravitation and Cosmology》 2017年第1期138-155,共18页
Review of arguments in refutation of Dyson’s alleged prohibition against use of device physics as to determining if Gravitons can be determined to exist is followed up by use of a hot Plasma within a Tokamak in a red... Review of arguments in refutation of Dyson’s alleged prohibition against use of device physics as to determining if Gravitons can be determined to exist is followed up by use of a hot Plasma within a Tokamak in a redo of the amplitude of alleged Gravitational waves. This overlaps with gravitons, and we follow up with an analysis of the pertinent form of Gravitons, i.e. do we have massless or massive gravitons. In addition we also obtain GW of amplitude as low as five meters above the Tokamak center such low strain values are extremely close to brane world GW, and strain values in early universe cosmology. This is after our device analysis. Using Grischuk and Sachin (1975) amplitude for the GW generation due to plasma in a toroid, we generalize this result for Tokamak physics. We obtain evidence for strain values up to?in a Tokamak center. These values are an order of magnitude sufficient to allow for possible detection of gravitational waves. The critical breakthrough is in utilizing a burning plasma drift current, which relies upon a thermal contribution to an electric field. Such low strain values are extremely close to brane world GW, and strain values in early universe cosmology. We conclude with statements as to comparing our basic results with those of Yan-Gang Miao, Ying-Jie Zhao as to their generalized HUP which gives support to the suppositions given in our comparison of the character of gravitons which are initially at the start of inflation versus those of our present era, as measured by the Tokamak. 展开更多
关键词 TOKAMAK physicS Confinement Time (of plasma) GW Amplitude Drift Current
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Transformation Plasma Physics
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作者 张泽人 黄吉平 《Chinese Physics Letters》 SCIE EI CAS CSCD 2022年第7期47-51,共5页
Plasma technology has widespread applications in many fields, whereas the methods for manipulating plasma transport are limited to magnetic control. In this study, we used a simplified diffusion-migration approach to ... Plasma technology has widespread applications in many fields, whereas the methods for manipulating plasma transport are limited to magnetic control. In this study, we used a simplified diffusion-migration approach to describe plasma transport. The feasibility of the transformation theory for plasma transport was demonstrated.As potential applications, we designed three model devices capable of cloaking, concentrating, and rotating plasmas without disturbing the density profile of plasmas in the background. This research may help advance plasma technology in practical fields, such as medicine and chemistry. 展开更多
关键词 RED Transformation plasma physics
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On the Physical Basis of Self-Organization
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作者 Mircea Sanduloviciu 《Journal of Modern Physics》 2013年第3期364-372,共9页
Experiments performed with the aim to explain pattern formation in plasma devices offer, as I will show in this survey, a new insight into the mechanism by which locally matter transits spontaneously from a disordered... Experiments performed with the aim to explain pattern formation in plasma devices offer, as I will show in this survey, a new insight into the mechanism by which locally matter transits spontaneously from a disordered state into an ordered one. The essential news revealed by these experiments is the identification of a population of electrons that, driven at a critical distance from thermal equilibrium, is able to act as the organizer of the emergence and the survival of a complexity starting from chaos, i.e., from electric sparks the appearance of which is controlled by deterministic chaos. Supplied at a constant rate with thermal energy extracted by electrons from plasma, the complexity survives in a dynamical state performing operations in agreement with a code directly related to electrons thermal energy distribution function. Acting as a constituent of the matter, the population of electrons intrinsically controls the emergence and the survival of the complexity. Performing operations directly related to electron’s thermal energy distribution function, the complexity evolves stepwise in more advanced self-organized dynamical states, when this function is changed by an additional injection of energy. A set of nonlinear phenomena, not explainable by classical processes is involved in the mechanism by which the complexity emerges, survives and evolves. Thus, phenomena like Bose-Einstein condensation, macroscopic quantum coherence, direct and alternate Josephson effects, electron tunneling, negative differential impedance and others, potentially explain the emergence, functionality and vitality, i.e., the dynamical state of the complexity. 展开更多
关键词 SELF-ORGANIZATION physical plasma COMPLEX SYSTEMS
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Brief Introduction to the Foundation of CAI Shidong Award for Plasma Physics
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作者 盛政明 《Plasma Science and Technology》 SCIE EI CAS CSCD 2010年第3期260-261,共2页
The late Academician Professor CAI Shidong was an outstanding plasma physicist who had made seminal contributions in both fundamental plasma theories and controlled thermonuclear fusion energy research. Professor CAI ... The late Academician Professor CAI Shidong was an outstanding plasma physicist who had made seminal contributions in both fundamental plasma theories and controlled thermonuclear fusion energy research. Professor CAI was also one of the pioneers in China's plasma physics research. In 1973, Professor CAI decided to leave U.S. 展开更多
关键词 CAI Brief Introduction to the Foundation of CAI Shidong Award for plasma physics
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弱相对论涡旋光在等离子体中传播的波前畸变及补偿
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作者 刘伟 贾青 郑坚 《物理学报》 SCIE EI CAS CSCD 北大核心 2024年第5期237-246,共10页
涡旋光与等离子体相互作用近年来在激光等离子体领域引起了广泛的关注.深入研究涡旋光在等离子体中的传播对粒子加速和辐射源产生等工作具有重要意义.本文着重探讨了弱相对论涡旋光在等离子中传播时,传播过程对电磁波结构的影响.基于三... 涡旋光与等离子体相互作用近年来在激光等离子体领域引起了广泛的关注.深入研究涡旋光在等离子体中的传播对粒子加速和辐射源产生等工作具有重要意义.本文着重探讨了弱相对论涡旋光在等离子中传播时,传播过程对电磁波结构的影响.基于三维粒子模拟,发现弱相对论涡旋光在等离子体中传播时会产生波前畸变.在给定等离子体密度时,畸变程度与电磁波强度及传播距离密切相关.基于相位修正模型,通过考虑电子相对论质量修正,在理论上对该现象进行了解释.此外,研究还发现可以通过设置适当的初始密度调制对波前畸变进行补偿抑制,并通过三维粒子模拟进行了验证.本工作加强了对涡旋光在等离子体中传播过程的理解,并为设计应用于相对论涡旋光的等离子体器件提供了参考. 展开更多
关键词 激光等离子体物理 涡旋光束 非线性传播 粒子模拟
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改性芳纶短纤维增强氯丁橡胶/顺丁橡胶复合材料的实验研究
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作者 李勇 路辉 《弹性体》 CAS 2024年第1期37-42,共6页
采用等离子体/油酸钾协同处理对芳纶纤维进行改性,并研究了改性芳纶纤维对氯丁橡胶/顺丁橡胶并用胶的增强作用。结果表明,等离子体的高能冲击使芳纶纤维的表面粗糙度增大,增加了芳纶纤维的表面积,并在芳纶纤维表面引入活性位点;油酸钾... 采用等离子体/油酸钾协同处理对芳纶纤维进行改性,并研究了改性芳纶纤维对氯丁橡胶/顺丁橡胶并用胶的增强作用。结果表明,等离子体的高能冲击使芳纶纤维的表面粗糙度增大,增加了芳纶纤维的表面积,并在芳纶纤维表面引入活性位点;油酸钾改性促进了芳纶纤维极性的削弱及其与橡胶的界面结合;经过等离子体/油酸钾协同处理的改性芳纶纤维增强后,橡胶复合材料的拉伸强度提高了25.85%,定伸模量提高了34.65%,刚度提高了10.96%,在正硫化时间(t90)未改变的情况下,焦烧时间(t10)下降。 展开更多
关键词 芳纶纤维 等离子体 油酸钾 橡胶复合材料 表面改性 物理机械性能
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变极性等离子弧焊技术发展及其在航天制造领域应用现状
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作者 蒋凡 张成钰 +3 位作者 徐斌 张国凯 闫朝阳 陈树君 《航天制造技术》 2024年第3期15-26,共12页
变极性等离子弧(VariablePolarityPlasmaArc,VPPA)焊是一种高效的铝合金和镁合金焊接方法,其主要优势在于等离子电弧具有高能量密度,可以在焊接时穿透熔池形成小孔,大幅度降低焊接变形和残余应力,提高焊接质量。了解熔池小孔行为、电弧... 变极性等离子弧(VariablePolarityPlasmaArc,VPPA)焊是一种高效的铝合金和镁合金焊接方法,其主要优势在于等离子电弧具有高能量密度,可以在焊接时穿透熔池形成小孔,大幅度降低焊接变形和残余应力,提高焊接质量。了解熔池小孔行为、电弧物理特性和控制方法对于优化和提高焊接过程的稳定性至关重要。本文综述了VPPA焊接技术发展的最新情况,对VPPA焊接过程信息的检测研究为深刻认识焊接稳定性机理提供了有力保障,尤其是利用X射线成像系统观测熔融金属流动的研究,对提升VPPA穿孔熔池物理本质的认识做出了重要贡献。此外,针对不同位置VPPA焊接的研究增加了这一焊接工艺的灵活性,由VPPA焊接衍生的多种拓展工艺拓宽了该焊接方法的适用范围。VPPA穿孔焊接技术以其焊接变形小、焊后无缺陷、单面焊接双面一次成形等优势,成为航空航天领域铝合金中厚板材焊接制造的优选工艺。 展开更多
关键词 变极性等离子弧焊 电弧物理 熔池检测 稳定性控制 复合焊接
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物理抗菌网液在儿童低温等离子扁桃体切除术后康复中的应用效果
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作者 钱金吉 林优优 林贺 《中国医药导报》 CAS 2024年第15期95-98,共4页
目的 探讨物理抗菌网液在儿童低温等离子扁桃体切除术后康复中的应用效果。方法 便利抽样法选取2022年6月至2023年6月温州医科大学附属第二医院耳鼻咽喉科接受治疗的180例儿童扁桃体切除术患儿,按照随机数字表法将其分为对照组和观察组,... 目的 探讨物理抗菌网液在儿童低温等离子扁桃体切除术后康复中的应用效果。方法 便利抽样法选取2022年6月至2023年6月温州医科大学附属第二医院耳鼻咽喉科接受治疗的180例儿童扁桃体切除术患儿,按照随机数字表法将其分为对照组和观察组,各90例。对照组术后采用常规护理措施,观察组在常规护理的基础上采用物理抗菌网液。比较两组患儿术后并发症总发生率、住院时间、切口愈合时间及临床疗效。结果 观察组术后并发症总发生率低于对照组(P<0.05)。观察组住院时间、切口愈合时间短于对照组(P<0.05)。两组临床疗效比较,差异无统计学意义(P>0.05)。结论 物理抗菌网液在儿童低温等离子扁桃体切除术后口腔管理中的应用效果显著,有助于降低患儿术后并发症的发生,促进手术切口的早期恢复,值得临床推广应用。 展开更多
关键词 低温等离子扁桃体切除术 口腔管理 物理抗菌网液
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基于JEC-FDTD等效循环神经网络的电磁建模和等离子体参数反演
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作者 覃一澜 马嘉禹 +1 位作者 付海洋 徐丰 《电波科学学报》 CSCD 北大核心 2024年第3期552-560,共9页
磁化等离子体中的电磁波传播是重要的研究课题,针对特定场景下的电磁等离子耦合问题,进行有效且准确的方程建模与参数求解具有极强的研究价值和挑战性,这是探究电磁波与等离子体复杂非线性相互作用机制的关键。文中设计了一种可用于电... 磁化等离子体中的电磁波传播是重要的研究课题,针对特定场景下的电磁等离子耦合问题,进行有效且准确的方程建模与参数求解具有极强的研究价值和挑战性,这是探究电磁波与等离子体复杂非线性相互作用机制的关键。文中设计了一种可用于电磁等离子体正逆向建模的循环神经网络(recurrent neural network,RNN),该网络正向传播过程等价于任意磁倾角情况下的电流密度卷积时域有限差分(current density convolution finite-difference time-domain,JEC-FDTD)方法,因此可以求解给定的电磁建模问题,并易于大规模并行计算。通过构建前向可微模拟过程,JEC-FDTD方法可以使用自动微分技术准确且高效地计算梯度,然后通过训练网络来解决反问题。因此,该方法可以有效利用观测到的时域散射场信号反演重要的等离子体参数。JEC-FDTD方法和RNN相结合,形成了较强的协同效应,使得模型具有可解释性和高效的计算效率,受益于深度学习提供的优化策略和专用硬件支持,可以适用于不同仿真场景下的电磁建模和等离子体参数反演。 展开更多
关键词 电流密度卷积时域有限差分(JEC-FDTD)方法 磁化等离子体 循环神经网络(RNN) 物理启发的机器学习算法 参数反演
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Al_(2)O_(3)改性等离子喷涂-物理气相沉积热障涂层的异物损伤行为及失效机理
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作者 王梓帆 范佳锋 +7 位作者 康楷雯 吴健 刘敏 周克崧 张乾 张志波 李小强 张小锋 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2024年第7期2289-2303,共15页
由外来异物损伤引起的颗粒冲蚀是制约热障涂层使用寿命的重要因素。为了提高等离子喷涂-物理气相沉积(PS-PVD)热障涂层的耐冲蚀性能,采用磁控溅射和真空热处理在PS-PVD喷涂的7YSZ热障涂层表面制备一层致密的α-Al_(2)O_(3)。系统研究热... 由外来异物损伤引起的颗粒冲蚀是制约热障涂层使用寿命的重要因素。为了提高等离子喷涂-物理气相沉积(PS-PVD)热障涂层的耐冲蚀性能,采用磁控溅射和真空热处理在PS-PVD喷涂的7YSZ热障涂层表面制备一层致密的α-Al_(2)O_(3)。系统研究热障涂层的异物损伤行为,并采用第一性原理计算对α-Al_(2)O_(3)/c-ZrO_(2)界面进行研究。结果表明,PS-PVD、大气等离子喷涂(APS)和电子束-物理气相沉积(EB-PVD)热障涂层的冲蚀质量损失率分别为324、248和139μg/g,而Al_(2)O_(3)改性的PS-PVD热障涂层的冲蚀质量损失率降至199μg/g。此外,在Al_(2)O_(3)/ZrO_(2)-O的顶部构型模型中观察到的界面结合能最高(3.88 J/m^(2)),远高于ZrO_(2)/Ni(2.011 J/m^(2)),使界面结合性能得以提高。 展开更多
关键词 热障涂层 等离子喷涂-物理气相沉积 Al_(2)O_(3)改性 外来异物损伤 第一性原理
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基于源项解耦的物理信息神经网络方法及其在放电等离子体模拟中的应用
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作者 方泽 潘泳全 +1 位作者 戴栋 张俊勃 《物理学报》 SCIE EI CAS CSCD 北大核心 2024年第14期155-166,共12页
近年来,以物理信息神经网络(PINNs)为代表的人工智能计算范式在等离子体数值模拟领域获得了极大关注,但相关研究考虑的等离子体化学体系较为简化,且基于PINNs求解更为复杂的多粒子低温等离子体流体模型的研究还尚处空白.本文提出了一个... 近年来,以物理信息神经网络(PINNs)为代表的人工智能计算范式在等离子体数值模拟领域获得了极大关注,但相关研究考虑的等离子体化学体系较为简化,且基于PINNs求解更为复杂的多粒子低温等离子体流体模型的研究还尚处空白.本文提出了一个通用的PINNs框架(源项解耦PINNs,Std-PINNs),用于求解多粒子低温等离子体流体模型.Std-PINNs通过引入等效正离子,并将电流连续性方程替代各粒子输运方程作为物理约束,实现了重粒子输运方程源项与电子密度、平均电子能量的解耦,极大降低了训练复杂度.本文通过两个经典放电案例(低气压氩气辉光放电、大气压氦气辉光放电)展示了Std-PINNs在求解多粒子低温等离子体流体模型的应用,并将结果与传统PINNs和有限元(FEM)模型进行了对比.结果显示,传统PINNs输出了完全错误的训练结果,而Std-PINNs与FEM结果之间的L2相对误差能达到约10–2量级,由此验证了Std-PINNs在模拟多粒子等离子体流体模型的可行性.Std-PINNs为低温等离子体模拟提供了新的思路,并拓展了深度学习方法在复杂物理系统建模中的应用. 展开更多
关键词 物理信息神经网络 低温等离子体 源项解耦 流体模型
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不同等离子气比例对PS-PVD射流及涂层结构影响研究
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作者 张云杰 邹晗 +2 位作者 由晓明 何箐 赵乾 《热喷涂技术》 2024年第2期55-64,共10页
等离子物理气相沉积(PS-PVD)一般采用高氦气流量和高喷枪输入功率的工艺,获得具备优异性能的柱状/准柱状结构热障涂层。研究了低氦气流量和低喷枪输入功率条件下,沉积位置对应等离子射流中心的能量变化规律,及对涂层微结构的影响。结果... 等离子物理气相沉积(PS-PVD)一般采用高氦气流量和高喷枪输入功率的工艺,获得具备优异性能的柱状/准柱状结构热障涂层。研究了低氦气流量和低喷枪输入功率条件下,沉积位置对应等离子射流中心的能量变化规律,及对涂层微结构的影响。结果表明:采用适配工艺优化的氧化锆粉体材料,在90 L/min等离子气总流量条件下,Ar/He体积比从1∶2调整至2∶1,氦气流量降低,均能获得准柱状结构涂层。Ar/He体积比1∶1条件下射流能量最高,此时He对等离子射流收束作用减弱,制备涂层的柱状晶厚度降低、柱状晶间冷凝颗粒增多,涂层沉积效率明显降低;总气流量120 L/min,Ar/He体积比2∶1,可获得液相沉积为主的致密涂层结构。结合各元素特征峰的光谱分析结果,ZrⅠ特征峰强度在Ar/He体积比1∶1条件下最高,之后随着Ar/He体积比降低,He对等离子射流气相的约束及对等离子射流的能量场的综合影响决定了涂层微结构特性。 展开更多
关键词 等离子物理气相沉积 等离子射流特性 光学发射光谱 气体比例 微结构
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直流电弧等离子体炬数值模拟与诊断
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作者 师浩阳 王平阳 王淑 《上海航天(中英文)》 CSCD 2024年第1期122-129,共8页
直流电弧等离子体炬内部物理过程复杂且具动态性,较难对其进行准确描述与深入研究,且其工作温度较高,其状态参数难以使用常规方式测量。针对直流电弧等离子体炬,建立流动、传热和电磁相互耦合的数值模型,基于Fluent软件对直流电弧等离... 直流电弧等离子体炬内部物理过程复杂且具动态性,较难对其进行准确描述与深入研究,且其工作温度较高,其状态参数难以使用常规方式测量。针对直流电弧等离子体炬,建立流动、传热和电磁相互耦合的数值模型,基于Fluent软件对直流电弧等离子体炬进行三维数值模拟和特性分析,设计并搭建了一套热焓探针实验系统,完成对直流电弧等离子体炬射流参数的测量分析。结果表明:建立的数值模型模拟结果与实验测量结果吻合较好,误差在10%以内;炬内温度与速度最大值与工作气流量呈正相关,均出现在靠近阴极区域,且沿轴线逐渐降低;等离子体炬内高温区与高电流密度区重合。 展开更多
关键词 直流等离子体炬 热焓探针 多物理场耦合 数值模拟 参数诊断
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基于元学习的气体放电等离子体电子Boltzmann方程数值求解
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作者 仲林林 吴冰钰 吴奇 《电工技术学报》 EI CSCD 北大核心 2024年第11期3457-3466,共10页
在气体放电等离子体中,电子的输运行为可由Boltzmann方程精确描述,该方程的解是许多等离子体仿真模型的基础。物理信息神经网络作为一种求解Boltzmann方程的新型方法,虽克服了传统数值方法网格剖分和方程离散的缺陷,但其参数空间规模大... 在气体放电等离子体中,电子的输运行为可由Boltzmann方程精确描述,该方程的解是许多等离子体仿真模型的基础。物理信息神经网络作为一种求解Boltzmann方程的新型方法,虽克服了传统数值方法网格剖分和方程离散的缺陷,但其参数空间规模大,在求解多任务时训练效率较低。为此,该文构建了一种基于元学习的双循环物理信息神经网络,在内循环中对多个Boltzmann方程求解任务进行优化训练,得到各任务优化后的元损失函数,用于在外循环中进行网络参数更新,从而提高网络在求解新任务时的计算效率。计算结果表明,基于元学习的双循环物理信息神经网络在求解新的Boltzmann方程时,网络损失函数值和L2误差值的下降速度均显著快于普通的物理信息神经网络。此外,该文还研究了网络容量和内循环迭代次数对Boltzmann方程多任务求解效率的影响,结果显示计算效率并不随网络容量的增大而提高,且受内循环迭代次数影响较小。 展开更多
关键词 气体放电等离子体 BOLTZMANN方程 元学习 物理信息神经网络
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