中文
相关论文

相关论文: Machine Learning-Enhanced Prediction of Surface Sm…

200 篇论文

We present experimental and theoretical studies of magnetic levitation of hydrogen gas bubble surrounded by liquid hydrogen confined in a semi-transparent spherical shell of 3 mm internal diameter. Such shells are used as targets for the…

软凝聚态物质 · 物理学 2016-02-22 D Chatain , Vadim Nikolayev

X-Ray radiographs are one of the primary results from inertial confinement fusion (ICF) experiments. Issues such as scarcity of experimental data, high levels of noise in the data, lack of ground truth data, and low resolution of data limit…

等离子体物理 · 物理学 2022-11-10 Michael Falato , Bradley Wolfe , Nga Nguyen , Xinhua Zhang , Zhehui Wang

Inertial confinement fusion requires a constant search for the most effective materials for improving the efficiency of the compression of the capsule and of the laser-to-target energy transfer. Foams could provide a solution to these…

Building a sustainable burn platform in inertial confinement fusion (ICF) requires an understanding of the complex coupling of physical processes and the effects that key experimental design changes have on implosion performance. While…

Laser powder bed fusion (LPBF) holds promise to efficiently produce metal parts. However, LPBF incurs stochastic melt pool (MP) spattering, which would roughen workpiece in-process surface, thus weakening inter-layer bonding and causing…

系统与控制 · 电气工程与系统科学 2023-03-02 Haolin Zhang , Chaitanya Krishna Prasad Vallabh , Xiayun Zhao

The design space for inertial confinement fusion (ICF) experiments is vast and experiments are extremely expensive. Researchers rely heavily on computer simulations to explore the design space in search of high-performing implosions.…

机器学习 · 计算机科学 2021-05-19 K. D. Humbird , J. L. Peterson , J. Salmonson , B. K. Spears

The complex nature of inertial confinement fusion (ICF) experiments results in a very large number of experimental parameters that are only known with limited reliability. These parameters, combined with the myriad physical models that…

等离子体物理 · 物理学 2015-06-15 Jim A Gaffney , Dan Clark , Vijay Sonnad , Stephen B Libby

Control of surface texture in strip steel is essential to meet customer requirements during galvanizing and temper rolling processes. Traditional methods rely on post-production stylus measurements, while on-line techniques offer…

机器学习 · 计算机科学 2023-10-03 Alex Milne , Xianghua Xie

Accurate modeling of heat flux in inertial confinement fusion plasmas requires closures that remain predictive far from local equilibrium and across disparate spatial and temporal resolutions. We develop a resolution-independent…

等离子体物理 · 物理学 2026-04-07 M. Luo , A. R. Bell , F. Miniati , S. M. Vinko , G. Gregori

The design of inertial confinement fusion experiments, alongside improving the development of energy density physics theory and experimental methods, is one of the key challenges in the quest for nuclear fusion as a viable energy source.…

等离子体物理 · 物理学 2019-06-26 P. W. Hatfield , S. J. Rose , R. H. H. Scott

In inertial confinement fusion experiments hollow, spherical mm-sized capsules are used as a container for nuclear fuel. To achieve maximum implosion efficiency, a perfect capsule geometry is required. This paper presents a wall thickness…

仪器与探测器 · 物理学 2026-02-03 Martin Ryzy , Guqi Yan , Clemens Grünsteidl , Georg Watzl , Kevin Sequoia , Pavel Lapa , Haibo Huang

We present a computational framework for the simulations of powder-bed fusion of metallic alloys, which combines: (1) CalPhaD calculations of temperature-dependent alloy properties and phase diagrams, (2) macroscale finite element (FE)…

材料科学 · 物理学 2022-05-10 S. M. Elahi , R. Tavakoli , A. K. Boukellal , T. Isensee , I. Romero , D. Tourret

Radiation symmetry evaluation is critical to the laser driven Inertial Confinement Fusion (ICF), which is usually done by solving a view-factor equation model. The model is nonlinear, and the number of equations can be very large when the…

信号处理 · 电气工程与系统科学 2019-08-20 Yanfeng Zhang

To quantify the sensitivity of diverse implosion designs to laser imprinting, we developed an equivalent perturbation model that maps laser imprinting as the target surface perturbation. By incorporating imperfections in target fabrication…

等离子体物理 · 物理学 2026-03-03 Dongxue Liu , Jiaqin Dong , Yunxing Liu , Zhiyu He , Wei Wang , Yuqiu Gu , Xiuguang Huang , Jian Zheng

The layering approach used in fused filament fabrication (FFF) enables creation of complex designs generated by topology optimization. Defects associated with the layer-by-layer process, introduce considerable random variability to the…

材料科学 · 物理学 2024-09-04 Zahra Kazemi , Craig A. Steeves

Laser material processing has emerged as a versatile and indispensable tool in various industries, including manufacturing, healthcare, and materials science. However, the interaction of a lasers with surfaces is highly dependent on a large…

材料科学 · 物理学 2026-04-15 Christoph Zwahr , Frederic Schell , Tobias Steege , Andrés Fabián Lasagni

The design of inertial confinement fusion (ICF) ignition targets requires radiation-hydrodynamics simulations with accurate models of the fundamental material properties (i.e., equation of state, opacity, and conductivity). Validation of…

等离子体物理 · 物理学 2022-07-20 H. Poole , D. Cao , R. Epstein , I. Golovkin , T. Walton , S. X. Hu , M. Kasim , S. M. Vinko , J. R. Rygg , V. N. Goncharov , G. Gregori , S. P. Regan

FLASH is a widely available radiation magnetohydrodynamics code used for astrophysics, laboratory plasma science, high energy density physics, and inertial confinement fusion. Increasing interest in magnetically driven inertial confinement…

Two-dimensional space-resolved temperature and density images of an inertial confinement fusion (ICF) implosion core have been diagnosed for the first time. Argon-doped, direct-drive ICF experiments were performed at the Omega Laser…

等离子体物理 · 物理学 2014-05-19 T. Nagayama , R. C. Mancini , R. Florido , D. Mayes , R. Tommasini , J. A. Koch , J. A. Delettrez , S. P. Regan , V. A. Smalyuk

Achieving desired mechanical properties in additive manufacturing requires many experiments and a well-defined design framework becomes crucial in reducing trials and conserving resources. Here, we propose a methodology embracing the…

机器学习 · 计算机科学 2024-09-04 Mahsa Amiri , Zahra Zanjani Foumani , Penghui Cao , Lorenzo Valdevit , Ramin Bostanabad
‹ 上一页 1 2 3 10 下一页 ›