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Data-driven derivation of partial differential equations using neural network model

小山田 耕二*; Yu, L.*; 河村 拓馬; 小西 克己*

International Journal of Modeling, Simulation, and Scientific Computing, 12(2), p.2140001_1 - 2140001_19, 2021/04



Evidence for magnon-phonon coupling in the topological magnet Cu$$_{3}$$TeO$$_{6}$$

Bao, S.*; Cai, Z.*; Si, W.*; Wang, W.*; Wang, X.*; Shangguan, Y.*; Ma, Z.*; Dong, Z.-Y.*; 梶本 亮一; 池内 和彦*; et al.

Physical Review B, 101(21), p.214419_1 - 214419_8, 2020/06

 被引用回数:4 パーセンタイル:68.88(Materials Science, Multidisciplinary)

We perform thermodynamic and inelastic neutron scattering (INS) measurements to study the lattice dynamics (phonons) of a cubic collinear antiferromagnet Cu$$_{3}$$TeO$$_{6}$$ which hosts topological spin excitations (magnons). While the specific heat and thermal conductivity results show that the thermal transport is dominated by phonons, the deviation of the thermal conductivity from a pure phononic model indicates that there is a strong coupling between magnons and phonons. In the INS measurements, we find a mode in the excitation spectra at 4.5 K, which exhibits a slight downward dispersion around the Brillouin zone center. This mode disappears above the N$'{e}$el temperature and thus cannot be a phonon. Furthermore, the dispersion is distinct from that of a magnon. Instead, it can be explained by the magnon-polaron mode, collective excitations resulting from the hybridization between magnons and phonons. We consider the suppression of the thermal conductivity and emergence of the magnon-polaron mode to be evidence for magnon-phonon coupling in Cu$$_{3}$$TeO$$_{6}$$.


Spin dynamics of a magnetic Weyl semimetal Sr$$_{1-x}$$Mn$$_{1-y}$$Sb$$_{2}$$

Cai, Z.*; Bao, S.*; Wang, W.*; Ma, Z.*; Dong, Z.-Y.*; Shangguan, Y.*; Wang, J.*; Ran, K.*; Li, S.*; 蒲沢 和也*; et al.

Physical Review B, 101(13), p.134408_1 - 134408_10, 2020/04

 被引用回数:2 パーセンタイル:24.67(Materials Science, Multidisciplinary)



Fine structure in the $$alpha$$ decay of $$^{223}$$U

Sun, M. D.*; Liu, Z.*; Huang, T. H.*; Zhang, W. Q.*; Andreyev, A. N.; Ding, B.*; Wang, J. G.*; Liu, X. Y.*; Lu, H. Y.*; Hou, D. S.*; et al.

Physics Letters B, 800, p.135096_1 - 135096_5, 2020/01

 被引用回数:6 パーセンタイル:89.19(Astronomy & Astrophysics)

Fine structure in the $$alpha$$ decay of $$^{223}$$U was observed in the fusion-evaporation reaction $$^{187}$$Re($$^{40}$$Ar,p3n) by using fast digital pulse processing technique. Two $$alpha$$-decay branches of $$^{223}$$U feeding the ground state and 244 keV excited state of $$^{219}$$Th were identified by establishing the decay chain $$^{223}$$U$$rightarrow$$$$^{219}$$Th$$rightarrow$$$$^{215}$$Ra$$rightarrow$$$$^{211}$$Rn. The $$alpha$$-particle energy for the ground-state to ground-state transition of $$^{223}$$U was determined to be 8993(17) keV, 213 keV higher than the previous value, the half-life was updated to be 62$$^{+14}_{-10} mu$$s. Evolution of nuclear structure for $$N$$=131 even-$$Z$$ isotones from Po to U was discussed in the frameworks of nuclear mass and reduced $$alpha$$-decay width, a weakening octupole deformation in the ground state of $$^{223}$$U relative to its lighter isotones $$^{219}$$Ra and $$^{211}$$Th was suggested.


Liquid-like thermal conduction in intercalated layered crystalline solids

Li, B.; Wang, H.*; 川北 至信; Zhang, Q.*; Feygenson, M.*; Yu, H. L.*; Wu, D.*; 尾原 幸治*; 菊地 龍弥*; 柴田 薫; et al.

Nature Materials, 17(3), p.226 - 230, 2018/03

 被引用回数:71 パーセンタイル:96.98(Chemistry, Physical)

As a generic property, all substances transfer heat through microscopic collisions of constituent particles. A solid conducts heat through both transverse and longitudinal acoustic phonons, but a liquid employs only longitudinal vibrations. As a result, a solid is usually thermally more conductive than a liquid. In canonical viewpoints, such a difference also serves as the dynamic signature distinguishing a solid from a liquid. Here, we report liquid-like thermal conduction observed in the crystalline AgCrSe$$_{2}$$. The transverse acoustic phonons are completely suppressed by the ultrafast dynamic disorder while the longitudinal acoustic phonons are strongly scattered but survive, and are thus responsible for the intrinsically ultralow thermal conductivity. This scenario is applicable to a wide variety of layered compounds with heavy intercalants in the van der Waals gaps, manifesting a broad implication on suppressing thermal conduction. These microscopic insights might reshape the fundamental understanding on thermal transport properties of matter and open up a general opportunity to optimize performances of thermoelectrics.


Origin of dramatic oxygen solute strengthening effect in titanium

Yu, Q.*; Qi, L.*; 都留 智仁; Traylor, R.*; Rugg, D.*; Morris, J. W. Jr.*; Asta, M.*; Chrzan, D. C.*; Minor, A. M.*

Science, 347(6222), p.635 - 639, 2015/02

 被引用回数:146 パーセンタイル:97.59(Multidisciplinary Sciences)



Development of a GEM-TPC for H-dibaryon search experiment at J-PARC

佐甲 博之; Ahn, J. K.*; Baek, K. H.*; Bassalleck, B.*; Fujioka, H.*; Guo, L.*; 長谷川 勝一; Hicks, K.*; Honda, R.*; Hwang, S. H.*; et al.

Journal of Instrumentation (Internet), 9(4), p.C04009_1 - C04009_10, 2014/04

 被引用回数:3 パーセンタイル:18.85(Instruments & Instrumentation)

($$K^+$$,$$K^-$$)反応によるHダイバリオン探索実験(J-PARC E42)のためのTPCの開発を行っている。TPCにおいてHが2個の$$pi^{-}$$と2個の$$p$$に崩壊する事象を測定する。TPCのドリフト体積は50cm直径、55cmドリフト長を持つ8角柱構造をしておりAr-CH$$_4$$ガスを使用する。増幅部には3層のGEMを使用する。荷電粒子の運動量測定のためTPCにはドリフト電場と平行に鉛直方向の1Tの双極磁場を超伝導ヘルムホルツ型磁石によりかける。H崩壊のアクセプタンスを最大にするためダイアモンド標的がTPC内部の筒状の穴に設置される。さらに、超高レートの$$K^-$$ビームをTPCに直接照射するため陽イオンフィードバックを極力抑制必要がある。このためTPCにGEMとgating gridを採用した。


Diluted ferromagnetic semiconductor Li(Zn,Mn)P with decoupled charge and spin doping

Deng, Z.*; Zhao, K.*; Gu, B.; Han, W.*; Zhu, J. L.*; Wang, X. C.*; Li, X.*; Liu, Q. Q.*; Yu, R. C.*; 後神 達郎*; et al.

Physical Review B, 88(8), p.081203_1 - 081203_5, 2013/08

 被引用回数:66 パーセンタイル:92.87(Materials Science, Multidisciplinary)

We report the discovery of a diluted magnetic semiconductor, Li(Zn,Mn)P, in which charge and spin are introduced independently via lithium off-stoichiometry and the isovalent substitution of Mn$$^{2+}$$ for Zn$$^{2+}$$, respectively. Isostructural to (Ga,Mn)As, Li(Zn,Mn)P was found to be a ${it p}$-type ferromagnetic semiconductor with excess lithium providing charge doping. First-principles calculations indicate that excess Li is favored to partially occupy the Zn site, leading to hole doping. Ferromagnetism with Curie temperature up to 34 K is achieved while the system still shows semiconducting transport behavior.


Positron annihilation study of 4H-SiC by Ge$$^+$$ implantation and subsequent thermal annealing

Yu, R. S.*; 前川 雅樹; 河裾 厚男; Wang, B. Y.*; Wei, L.*

Nuclear Instruments and Methods in Physics Research B, 270, p.47 - 49, 2012/01

 被引用回数:4 パーセンタイル:36.4(Instruments & Instrumentation)

Positron annihilation in 800 keV Ge$$^+$$ implanted hexagonal SiC was studied by thermal annealing at temperatures ranging from 800 to 1400 $$^{circ}$$C. The variation in Doppler broadening $$S$$ values as a function of the incident positron energy suggests a broad distribution in the depth of vacancy defects in the implanted samples. Increasing the annealing temperature triggers the accumulation of vacancies into vacancy clusters. After annealing at 1400 $$^{circ}$$C, defects in the deep region of SiC are eliminated, and Ge precipitation is believed to appear in the sample at the same time. Though Ge has a much more negative positron affinity than SiC, positron annihilation coincidence Doppler broadening measurement reveals that a preferential trapping of positrons in Ge seems impossible.


Simultaneous generation of ions and high-order harmonics from thin conjugated polymer foil irradiated with ultrahigh contrast laser

Choi, I. W.*; Kim, I. J.*; Pae, K. H.*; Nam, K. H.*; Lee, C.-L.*; Yun, H.*; Kim, H. T.*; Lee, S. K.*; Yu, T. J.*; Sung, J. H.*; et al.

Applied Physics Letters, 99(18), p.181501_1 - 181501_3, 2011/11

 被引用回数:16 パーセンタイル:59.6(Physics, Applied)



Li(Zn,Mn)As as a new generation ferromagnet based on a I-II-V semiconductor

Deng, Z.*; Jin, C. Q.*; Liu, Q. Q.*; Wang, X. C.*; Zhu, J. L.*; Feng, S. M.*; Chen, L. C.*; Yu, R. C.*; Arguello, C.*; 後神 達郎*; et al.

Nature Communications (Internet), 2, p.1425_1 - 1425_5, 2011/08

 被引用回数:137 パーセンタイル:93.89(Multidisciplinary Sciences)



Guiding and confining fast electrons by transient electric and magnetic fields with a plasma inverse cone

Lei, A. L.*; Cao, L. H.*; Yang, X. Q.*; 田中 和夫*; 兒玉 了祐*; He, X. T.*; 三間 圀興*; 中村 龍史; 乗松 孝好*; Yu, W.*; et al.

Physics of Plasmas, 16(2), p.020702_1 - 020702_4, 2009/02

 被引用回数:12 パーセンタイル:46.02(Physics, Fluids & Plasmas)



Efficient production of a collimated MeV proton beam from a Polyimide target driven by an intense femtosecond laser pulse

西内 満美子; 大道 博行; 余語 覚文; 織茂 聡; 小倉 浩一; Ma, J.-L.; 匂坂 明人; 森 道昭; Pirozhkov, A. S.; 桐山 博光; et al.

Physics of Plasmas, 15(5), p.053104_1 - 053104_10, 2008/05

 被引用回数:40 パーセンタイル:84.02(Physics, Fluids & Plasmas)

超高強度フェムト秒レーザーを7.5, 12.5, and 25$$mu$$m厚のポリイミドターゲットに照射することにより、最高エネルギー4MeVの高フラックスプロトンビームを発生した。レーザーのエネルギーは1.7Jパルス幅34fs強度は3$$times$$10$$^{19}$$Wcm$$^{-2}$$であった。Amplified spontaneous emissionの強度(コントラスト)はメインパルスの4$$times$$10$$^{-8}$$であった。レーザーからプロトンへのエネルギーの変換効率は、3%に達し、ナノメートル厚の超薄型ターゲットとコントラストが極低いレーザー($$sim$$10$$^{-10}$$)を使って得られた既存の結果とほぼ同じか、それよりも良い結果を得た。


Development of laser driven proton sources and their applications

大道 博行; 匂坂 明人; 小倉 浩一; 織茂 聡; 西内 満美子; 森 道昭; Ma, J.-L.; Pirozhkov, A. S.; 桐山 博光; 金沢 修平; et al.

Proceedings of 7th Pacific Rim Conference on Lasers and Electro-Optics (CLEO-PR 2007) (CD-ROM), p.77 - 79, 2007/00



Incident energy and polarization-dependent resonant inelastic X-ray scattering study of La$$_2$$CuO$$_4$$

Lu, L.*; Hancock, J. N.*; Chabot-Couture, G.*; 石井 賢司; Vajk, O. P.*; Yu, G.*; 水木 純一郎; Casa, D.*; Gog, T.*; Greven, M.*

Physical Review B, 74(22), p.224509_1 - 224509_9, 2006/12

 被引用回数:34 パーセンタイル:79.35(Materials Science, Multidisciplinary)




織茂 聡; 余語 覚文; 匂坂 明人; 小倉 浩一; 森 道昭; Pirozhkov, A. S.; Li, Z.*; Ma, J.-L.; 大道 博行; 中村 衆*; et al.

no journal, , 




西内 満美子; 大道 博行; 余語 覚文; 織茂 聡; 小倉 浩一; Ma, J.-L.; 匂坂 明人; 森 道昭; Pirozhkov, A. S.; 桐山 博光; et al.

no journal, , 

50TW級高強度短パルスTi:Sapレーザーと厚さ7.5$$mu$$m, 12.5$$mu$$m, 25$$mu$$mの透明なポリイミド[(C16H6O4N2)n]ターゲットとの相互作用により、最高エネルギー4MeVの高フラックスな陽子線の発生を行った。エネルギー1.7J,パルス幅35fsのTi:Sapレーザー光をターゲット上に3$$times$$10$$^{19}$$Wcm$$^{-2}$$の強度で集光した。レーザーのメインパルス近傍でのメインパルスとバックグラウンドのコントラスト比は4$$times$$10$$^{-8}$$であった。レーザーから得られた陽子線へのエネルギー変換効率は$$sim$$3%に達した。この変換効率の値は、同レベルのレーザー($$sim$$数J級)を用い、ナノメートルの厚さの超薄膜ターゲットを用いて行った他の研究結果を超える値である。本報告では、超短パルスレーザのコントラスト比,ターゲットの厚さ,レーザーフォーカス条件に対するレーザーから陽子線への変換効率と最大エネルギーの依存性を示し、それぞれの最大化に向けた研究の方向を議論する。

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