作者: 文件夾 時(shí)間: 2025-3-21 23:23
Descriptors for Machine Learning of Materials Dataements and structures of compounds are known, these representations are difficult to use as descriptors in their unchanged forms. This chapter shows how compounds in a dataset can be represented as descriptors and applied to machine-learning models for materials datasets.作者: 蒙太奇 時(shí)間: 2025-3-22 03:35 作者: –LOUS 時(shí)間: 2025-3-22 04:49
http://image.papertrans.cn/n/image/660759.jpg作者: 收養(yǎng) 時(shí)間: 2025-3-22 09:28 作者: Carcinogenesis 時(shí)間: 2025-3-22 16:27
978-981-13-5661-2The Editor(s) (if applicable) and The Author(s) 2018作者: 儲(chǔ)備 時(shí)間: 2025-3-22 20:04
Book‘‘‘‘‘‘‘‘ 2018 has been great progress in the area in which “big-data” generated by experiments or computations are fully utilized to accelerate discovery of new materials, key factors, and design rules. Data-intensive approaches play indispensable roles in advanced materials characterization. "Materials informat作者: Meditate 時(shí)間: 2025-3-23 01:13
Polyhedron and Polychoron Codes for Describing Atomic Arrangementsthird nearest neighbours, …. However, there existed no methods for describing the arrangements of polyhedra, or atomic arrangements. To overcome this problem, we have recently created the polyhedron and polychoron codes [Sci. Rep. 6, 23455, Sci. Rep. 7, 40269, and Bull. Soc. Sci. Form 32, 1 (2017)]. In this chapter, we review the methods.作者: insightful 時(shí)間: 2025-3-23 01:34
Potential Energy Surface Mapping of Charge Carriers in Ionic Conductors Based on a Gaussian Process ed using a model case of proton conduction in a well-known proton-conducting oxide, barium zirconate (BaZrO.) with the cubic perovskite structure. The proposed procedure efficiently evaluates the partial PES in the region of interest that characterizes proton conduction in the host crystal lattice of BaZrO..作者: ROOF 時(shí)間: 2025-3-23 07:39
Atomic-Scale Nanostructures by Advanced Electron Microscopy and Informaticsn acceleration on the order of 10. can be achieved. Determination of the interface structure with resolution better than?~45?pm is now possible using advanced electron microscopy. In this way, nanostructures at grain boundaries and heterointerfaces can be qualified. We will introduce these state of the art methods to investigate nanostructures.作者: 生銹 時(shí)間: 2025-3-23 11:23
Structural Relaxation of Oxide Compounds from the High-Pressure Phasenquenchable pressure-induced phase (A-type structure) is not the stable phase under high pressure. Knowledge about the unquenchable and/or metastable phases in recovered high-pressure products is beneficial for advanced computational materials design.作者: 宿醉 時(shí)間: 2025-3-23 17:22 作者: folliculitis 時(shí)間: 2025-3-23 21:08
in both the academic and industry sectors.Presents interdiscThis open access book brings out the state of the art on how informatics-based tools are used and expected to be used in nanomaterials research. There has been great progress in the area in which “big-data” generated by experiments or compu作者: 亂砍 時(shí)間: 2025-3-24 00:29 作者: 補(bǔ)角 時(shí)間: 2025-3-24 02:34
Machine Learning Predictions of Factors Affecting the Activity of Heterogeneous Metal Catalystsmer–N?rskov d-band model. The present work demonstrates the possibility of employing state-of-the-art machine learning methods to predict the d-band centers of metals and bimetals while using negligible CPU time compared to the more common first-principles approach.作者: GLUE 時(shí)間: 2025-3-24 07:10
Fabrication, Characterization, and Modulation of Functional Nanolayerstaxial growth techniques, especially “reactive solid-phase epitaxy” of functional oxides and chalcogenides, are reviewed based on the authors’ efforts. Additionally, this chapter reviews several modulation methods of optical, electrical, and magnetic properties of functional oxide nanolayers.作者: 出來(lái) 時(shí)間: 2025-3-24 13:25
Descriptors for Machine Learning of Materials Dataements and structures of compounds are known, these representations are difficult to use as descriptors in their unchanged forms. This chapter shows how compounds in a dataset can be represented as descriptors and applied to machine-learning models for materials datasets.作者: 使尷尬 時(shí)間: 2025-3-24 18:12 作者: 鞠躬 時(shí)間: 2025-3-24 20:38 作者: 冰雹 時(shí)間: 2025-3-25 02:15 作者: 舊式步槍 時(shí)間: 2025-3-25 04:37
Persistent Homology and Materials Informaticsed to elementary linear algebra. Important concepts in?topological data analysis such as persistent homology and persistence diagram are explained in a self-contained manner with several examples. These tools are applied to glass structural analysis, crystallization of granular systems, and craze fo作者: 破裂 時(shí)間: 2025-3-25 07:33 作者: COMMA 時(shí)間: 2025-3-25 15:18
Topological Data Analysis for the Characterization of Atomic Scale Morphology from Atom Probe Tomogrs spectrometer to provide direct space three-dimensional, atomic scale resolution images of materials with the chemical identities of hundreds of millions of atoms. It involves the controlled removal of atoms from a specimen’s surface by field evaporation and then sequentially analyzing them with a 作者: 我吃花盤(pán)旋 時(shí)間: 2025-3-25 19:35
Atomic-Scale Nanostructures by Advanced Electron Microscopy and Informatics the atomic structure of the interface is, therefore, one of the most significant tasks in materials research. Electron microscopy and theoretical calculations have been effectively used to accomplish this important task. In addition, an informatics approach has recently been combined with theoretic作者: PANIC 時(shí)間: 2025-3-25 22:56 作者: 狂熱語(yǔ)言 時(shí)間: 2025-3-26 03:24
Fabrication, Characterization, and Modulation of Functional Nanolayersse the electrons and/or ions receive different potentials due to the incoherent atomic arrangement. High-quality epitaxial films of functional materials called “nanolayers” are important to utilize such functional properties. However, fabrication of high-quality nanolayers of complex materials with 作者: 使害羞 時(shí)間: 2025-3-26 05:11
Grain Boundary Engineering of Alumina Ceramicse alumina and serve as a model for protective alumina film formed on heat-resistant alloys. Oxygen permeation proceeded via grain boundary (GB) diffusion of oxygen from the higher oxygen partial pressure (P.) surface side to the lower P. surface side, along with the simultaneous GB diffusion of alum作者: kidney 時(shí)間: 2025-3-26 08:33 作者: 通知 時(shí)間: 2025-3-26 16:37 作者: Bucket 時(shí)間: 2025-3-26 18:15 作者: osteopath 時(shí)間: 2025-3-26 22:24
Ichigaku Takigawa,Ken-ichi Shimizu,Koji Tsuda,Satoru Takakusagid be, for without an extensive, broad-based inquiry into where we have come from, we shall surely not foresee where we might go. Nonetheless, most cultural analyses of the American context suffer from a common fault - the lack of a different context to use for purposes of comparison. True, American 作者: 禍害隱伏 時(shí)間: 2025-3-27 01:12 作者: 送秋波 時(shí)間: 2025-3-27 09:10
Micka?l Buchet,Yasuaki Hiraoka,Ippei Obayashid be, for without an extensive, broad-based inquiry into where we have come from, we shall surely not foresee where we might go. Nonetheless, most cultural analyses of the American context suffer from a common fault - the lack of a different context to use for purposes of comparison. True, American 作者: bile648 時(shí)間: 2025-3-27 10:19
Kengo Nishio,Takehide Miyazakid be, for without an extensive, broad-based inquiry into where we have come from, we shall surely not foresee where we might go. Nonetheless, most cultural analyses of the American context suffer from a common fault - the lack of a different context to use for purposes of comparison. True, American 作者: anticipate 時(shí)間: 2025-3-27 14:16 作者: 凈禮 時(shí)間: 2025-3-27 20:50
Motoki Shiga,Shunsuke Mutoea (oblast), a hukimat, a vilayet, a borough, a county, other subjects of a unitarian State or a federation) whose administration is responsible for the living conditions of its residents (e.g. energy and water supply, telecommunications, medicare, housing and utilities). A second definition refers 作者: 共同給與 時(shí)間: 2025-3-27 23:42
little of the public debate and controversy that has surrounded relations with the North Atlantic Treaty Organization (NATO), or indeed the Council of Europe (COE). The EU has been perceived primarily as an economic organization and its aspirations to play a leading political and security role in th作者: gerontocracy 時(shí)間: 2025-3-28 02:30 作者: generic 時(shí)間: 2025-3-28 07:49 作者: 祖先 時(shí)間: 2025-3-28 14:05 作者: hankering 時(shí)間: 2025-3-28 14:44 作者: 勤勉 時(shí)間: 2025-3-28 22:08
Ryoji Kanno,Genki Kobayashi,Kota Suzuki,Masaaki Hirayama,Daisuke Mori,Kazuhisa Tamura作者: 撤退 時(shí)間: 2025-3-29 00:36
Topological Data Analysis for the Characterization of Atomic Scale Morphology from Atom Probe Tomogroms at or near interfaces. Hence, unlike scattering techniques such as electron microscopy, interfaces appear diffused, not sharp. This, in turn, makes it challenging to visualize and quantitatively interpret the microstructure at the “meso” scale, where one is interested in the shape and form of th作者: 詩(shī)集 時(shí)間: 2025-3-29 03:32
High Spatial Resolution Hyperspectral Imaging with Machine-Learning Techniquessets, methods based on matrix factorization such as principal component analysis (PCA), multivariate curve resolution (MCR), and nonnegative matrix factorization (NMF) are useful to find an essential low-dimensional data subspace hidden in the HSI dataset. This chapter describes our developed NMF me作者: 相互影響 時(shí)間: 2025-3-29 11:09
Grain Boundary Engineering of Alumina Ceramicsreduced the diffusivity of oxygen and aluminum, respectively. Thus, the mesoscopic arrangements of segregating dopants, which were selected by taking into consideration the behavior of the diffusion species and the role of dopants, enabled the alumina film to have enhanced oxygen shielding capabilit作者: 千篇一律 時(shí)間: 2025-3-29 14:05 作者: Constant 時(shí)間: 2025-3-29 17:17 作者: 切割 時(shí)間: 2025-3-29 21:03 作者: extrovert 時(shí)間: 2025-3-30 01:46
Ichigaku Takigawa,Ken-ichi Shimizu,Koji Tsuda,Satoru Takakusagien in the same way as it did in America. On the other side of the globe, however, there does exist a country capable of serving as a suitable mirror. We speak, of course, of Russia. That country also came relatively late onto the cultural horizon, and was not privy to the Renaissance tradition. Furt作者: CAGE 時(shí)間: 2025-3-30 07:41 作者: Peristalsis 時(shí)間: 2025-3-30 08:39 作者: 黃瓜 時(shí)間: 2025-3-30 14:32
Teruyasu Mizoguchi,Shin Kiyohara,Yuichi Ikuhara,Naoya Shibatainstead of radical market-oriented reforms failed. In Soviet society, general discontent with the progress of perestroika in the 1980s provoked the "child complacency" syndrome that is typical of a young mind contemptuous of any adult action: it is convinced that things could have been done much bet作者: 案發(fā)地點(diǎn) 時(shí)間: 2025-3-30 18:36
Motoki Shiga,Shunsuke Mutothe single reproduction cycle on their territories, including mining and use of raw materials and energy resources, research, as well as developments and production of research-intensive products. Such hyper-regions are: North America, Asia and Pacific Region (APR), Southeast Asia (SEA), western and作者: Ardent 時(shí)間: 2025-3-31 00:38
has been seen as an important objective by Moscow, the potential benefits of a closer political relationship are only gradually being appreciated. The other major reason for the relatively low profile of the EU in Russian foreign policy has been that membership does not seem to be a serious policy o
