研究者業績

大槻 東巳

オオツキ トウミ  (Ohtsuki Tomi)

基本情報

所属
上智大学 理工学部機能創造理工学科 教授
(兼任)応用データサイエンス学位プログラム運営委員長
学位
理学士(東京大学)
理学修士(東京大学)
理学博士(東京大学)

研究者番号
50201976
J-GLOBAL ID
200901008827204586
researchmap会員ID
1000082891

外部リンク

量子ホール効果に関する研究で東京大学で理学博士を取る。博士研究員としてドイツ滞在中に,Anderson転移に関する数値スケーリング法について学ぶ。これを応用し,準位統計のスケーリングを大阪大学,東邦大学で行う。上智大学に来てからは大規模数値計算による,局在長,2端子コンダクタンスの研究を行っている。最近はトポロジカル絶縁体・超伝導体の研究を主に行っている。2016年以降,物性物理学における機械学習の応用をテーマに研究を続けている。

教育;力学,電磁気学,線形代数,統計力学,固体物理の講義を行ってきた。大学院ではナノスケールの物理や相転移の物理を教えている。
研究;不規則電子系における量子輸送現象を研究している。特にAnderson転移の性質を大規模数値計算で調べてきた。最近はスピンが絡んだ輸送現象の研究も行っている。

(研究テーマ)
アンダーソン転移の数値的研究
スピンに関連した量子輸送現象の研究

物性物理学における機械学習の応用


論文

 205
  • T Ohtsuki, K Slevin, T Kawarabayashi
    ANNALEN DER PHYSIK 8(7-9) 655-664 1999年  
    A review of recent progress in numerical studies of the Anderson transition in three dimensional systems is presented. From high precision calculations the critical exponent nu for the divergence of the localization length is estimated to be nu = 1.57 +/- 0.02 for the orthogonal universality class, which is clearly distinguished from nu = 1.43 +/- 0.03 for the unitary universality class. The boundary condition dependences of some quantities at the Anderson transition are also discussed.
  • T Ohtsuki, K Slevin, T Kawarabayashi
    JOURNAL OF PHYSICS-CONDENSED MATTER 10(49) 11337-11343 1998年12月  査読有り
    The nature of the critical point of the Anderson transition in high magnetic fields is discussed with an emphasis on scale invariance and universality of the critical exponent. Special attention is paid to the distribution function of the conductance which becomes size and model independent at the critical point. The fractal properties of the wave function which are related to scale invariance are also discussed.
  • T Kawarabayashi, B Kramer, T Ohtsuki
    JOURNAL OF PHYSICS-CONDENSED MATTER 10(49) 11547-11550 1998年12月  査読有り
    The Anderson transitions in a random magnetic field in three dimensions are investigated in detail by means of the transfer-matrix method with high accuracy. Both systems with and systems without an additional random scalar potential are considered. We find the critical exponent nu for the localization length to be 1.45 +/- 0.09 with a strong random scalar potential. Without it, the exponent is smaller but increases with the system size and extrapolates to the above value within the error bars. These results support the conventional classification of universality classes according to symmetry. The mobility edge trajectory in the random magnetic field is also obtained.
  • J Yoshida, T Ohtsuki, Y Ono
    JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN 67(11) 3886-3890 1998年11月  
    Ballistic transport properties in a two dimensional electron gas are studied numerically, where magnetic fields are perpendicular to the plane of two dimensional electron systems and periodically modulated both in x and y directions. We show that there are three types of trajectories of classical electron motions in this system; chaotic, pinned and runaway trajectories. Tt is found that the runaway trajectories can explain the peaks of magnetoresistance as a function of external magnetic fields, which is believed to he related to the commensurability effect between the classical cyclotron diameter and the period of magnetic modulation. The similarity with and difference from the results in the antidot lattice are discussed.
  • Akita Yasuyuki, Ohtsuki Tomi
    Journal of the Physical Society of Japan 67(8) 2954-2955 1998年8月15日  
  • Takeshi Nakanishi, Tomi Ohtsuki
    Physica B: Condensed Matter 249-251 801-804 1998年6月  
  • T Kawarabayashi, B Kramer, T Ohtsuki
    PHYSICAL REVIEW B 57(19) 11842-11845 1998年5月  査読有り
    The Anderson transition in three dimensions in a randomly varying magnetic flux is investigated in detail by means of the transfer-matrix method with high accuracy. Systems both with and without an additional random scalar potential are considered. We find a critical exponent of nu=1.45+/-0.09 with random scalar potential. Without it, nu is smaller bur increases with the system size and extrapolates within the error bars to a value close to the above. The present results support the conventional classification of universality classes due to symmetry. [S0163-1829(98)09219-4].
  • Nakanishi, T., Ohtsuki, T.
    Physica B: Condensed Matter 249-251 1998年  
  • Varga, I, Y Ono, T Ohtsuki, J Pipek
    PHYSICA STATUS SOLIDI B-BASIC RESEARCH 205(1) 373-376 1998年1月  査読有り
    The shape analysis of the energy spacing distribution P(s) obtained from numerical simulation of two-dimensional disordered electron systems subject to strong magnetic fields is performed. In the present work we reanalyze the data obtained in a previous publication. Special moments of the P(s) function related to Renyi entropy differences show a novel scale invariant relation that is attributed to the presence of one-parameter scaling. This relation seems to show both deviations and universality depending on which Landau band is considered and whether the disorder is correlated or uncorrelated. Furthermore, our analysis shows the existence of an huge, however, irrelevant length scale in the case of the second lowest Landau band and no disorder correlations that completely disappear with the introduction of disorder correlations in the range of one magnetic length.
  • Tohru Kawarabayashi, Bernhard Kramer, OHTSUKI TOMI
    Physical review. B, Condensed matter 57(19) 11842 1998年  
  • K Slevin, T Ohtsuki
    PHYSICAL REVIEW LETTERS 78(21) 4083-4086 1997年5月  
    We report a finite size scaling study of the Anderson transition. Different scaling functions and different values for the critical exponent have been found, consistent with the existence of the orthogonal and unitary universality classes which occur in the field theory description of the transition. The critical conductance distribution at the Anderson transition has also been investigated and different distributions for the orthogonal and unitary classes obtained.
  • T Ohtsuki, T Kawarabayashi
    JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN 66(2) 314-317 1997年2月  
    Diffusion of electrons in three-dimensional disordered systems is investigated numerically for all three universality classes, namely, orthogonal, unitary and symplectic ensembles. The second moment of the wave packet (r(2)(t)) at the Anderson transition is shown to behave as similar to t(a)(a approximate to 2/3). From the temporal autocorrelation function C(t), the fractal dimension D-2 is deduced, which is almost half the value of the space dimension for all of the universality classes.
  • Takeshi Nakanishi, Tomi Ohtsuki, Tohru Kawarabayashi
    Journal of the Physical Society of Japan 66(4) 949-952 1997年  査読有り
    Diffusion of electrons in a two-dimensional system with time-dependent random potentials is investigated numerically. The correction to the conductivity due to inelastic scatterings by oscillating potentials is shown to be a universal function of the frequency ω. which is consistent with the weak localization prediction[formula omitted] log ω. © 1997, THE PHYSICAL SOCIETY OF JAPAN. All rights reserved.
  • 大槻東巳, 河原林透
    日本物理学会誌 51(11) 821-828 1996年11月  
    金属や半導体中の電子は不規則ポテンシャルにより散乱を受け, 散乱波どうしが干渉し電流が流れにくくなる. この現象は不規則性に起因しているにも拘わらず, 系の対称性に応じたユニバーサルな性質を示すことが知られている. 不規則ポテンシャルがさらに強くなると電流は全く流れなくなり, 系は絶縁体へと転移する. これがAnderson転移である. 最近, 数値計算によりこのAnderson転移点近傍での系のユニバーサルな振舞が明らかになろうとしている.
  • T Kawarabayashi, T Ohtsuki, K Slevin, Y Ono
    PHYSICAL REVIEW LETTERS 77(17) 3593-3596 1996年10月  
    The Anderson transition in a 3D system with symplectic symmetry is investigated numerically. From a one-parameter scaling analysis the critical exponent nu of the localization length is extracted and estimated to be nu 1.3 +/- 0.2. The level statistics at the critical point are also analyzed and shown to be scale independent. The form of the energy level spacing distribution P(s) at the critical point is found to be different from that for the orthogonal ensemble, suggesting that the breaking of spin rotation symmetry is relevant at the critical point.
  • Y Ono, T Ohtsuki, B Kramer
    JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN 65(6) 1734-1743 1996年6月  
    The scaling property of level statistics in the quantum Hall regime, i.e. 2D disordered electron systems subject to strong magnetic fields. is analyzed numerically in the light of the random matrix theory. The energy dependences of the effective level repulsion parameter, the two level correlation, the GUE-GOE crossover parameter, and the rigidity (or Delta(3)-statistics) of the level distributions are investigated for different system sizes by unfolding the original data and by dividing the unfolded spectrum into small regions. It is shown that the critical exponent of the localization length as a function of energy can be determined through the energy dependence of the level statistics. The analyses are carried out not only for the lowest Landau band (LB) but also for the second lowest LB. Furthermore the effect of finite range of disordered potential is studied. The short-ranged potential case in the second lowest LB is found to be pathological as in other studies of critical behavior, and it is confirmed that this pathological behavior is improved in the case of disordered potential with finite ranges.
  • T Kawarabayashi, T Ohtsuki
    PHYSICAL REVIEW B 53(11) 6975-6978 1996年3月  査読有り
    Diffusion of electrons in two-dimensional disordered systems with spin-orbit interactions is investigated numerically. Asymptotic behaviors of the second moment of the wave packet and of the temporal autocorrelation function are examined. At the critical point, the autocorrelation function exhibits the power-law decay with a nonconventional exponent alpha, which is related to the fractal structure in the energy spectrum and in the wave functions. In the metallic regime, the present results imply that transport properties can be described by the diffusion equation for normal metals.
  • Tohru Kawarabayashi, OHTSUKI TOMI
    Physical review. B, Condensed matter 53(11) 6975-6978 1996年3月  
  • Tohru Kawarabayashi, Tomi Ohtsuki
    Physical Review B - Condensed Matter and Materials Physics 53(11) 6975-6978 1996年  査読有り
    Diffusion of electrons in two-dimensional disordered systems with spin-orbit interactions is investigated numerically. Asymptotic behaviors of the second moment of the wave packet and of the temporal autocorrelation function are examined. At the critical point, the autocorrelation function exhibits the power-law decay with a nonconventional exponent α, which is related to the fractal structure in the energy spectrum and in the wave functions. In the metallic regime, the present results imply that transport properties can be described by the diffusion equation for normal metals. © 1996 The American Physical Society.
  • T OHTSUKI, Y ONO
    JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN 64(11) 4088-4091 1995年11月  
    The level statistics in two dimensional disordered electron systems in magnetic fields (unitary ensemble) or in the presence of strong spin-orbit scattering (symplectic ensemble) are investigated at the Anderson transition points. The level spacing distribution functions P(s) are found to be independent of the system size or of the type of the potential distribution, suggesting universality. They behave as s(2) in the small s region in the former case, while increase proportional to s4 is seen in the latter.
  • Nakanishi Takeshi, Ohtsuki Tomi, Saitoh Motohiko
    Journal of the Physical Society of Japan 64(6) 2092-2099 1995年6月15日  
    Electronic states of a two-dimensional tight-binding lattice with finite size in the presence of both uniform electric and magnetic fields are studied. Numerical solutions for eigenenergies are presented. The magnetic subbands at zero electric field known as the Hofstadter butterfly are modified by the electric field and the eigenenergies for high electric fields are represented by the Stark ladder states associated with each of the magnetic subbands. When the electric potential drop across the system becomes comparable to the bandwidth of zero field, the density of states becomes the pyramid shape with steps, the steps being induced by the finiteness of the lattice. The influence on the density of states by the change of the direction of the electric field is also discussed.
  • T KAWARABAYASHI, T OHTSUKI
    PHYSICAL REVIEW B 51(16) 10897-10904 1995年4月  査読有り
  • Katsumi Kishino, Akihiko Kikuchi, Hiroto Sekiguchi, Masaru Sakai, Yuta Inose, Kazuhiro Ema, Tomi Ohtsuki, Tomi Ohtsuki, Katsumi Kishino, Akihiko Kikuchi, Hiroto Sekiguchi, Tomi Ohtsuki, Kazuhiro Ema, Masaru Sakai
    Journal of Lightwave Technology 13(7) 1490-1499 1995年  査読有り
  • B Kramer, T Ohtsuki, M Henneke
    QUANTUM DYNAMICS OF SUBMICRON STRUCTURES 291 21-29 1995年  査読有り
  • M Henneke, B Kramer, T Ohtsuki
    Europhysics Letters (EPL) 27(5) 389-394 1994年8月10日  
  • T OHTSUKI, Y ONO, B KRAMER
    JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN 63(2) 685-694 1994年2月  
    The localization problem in a three dimensional tight binding system in the presence of a spatially random vector potential is investigated. The density of states exhibits tails of localized states that are induced by large regions in space where the vector potential is accidentally constant. In the center of the band the states are shown to be extended by investigating the system size dependence of the inverse participation number. The existence of a metal-insulator transition at a critical energy with non-vanishing density of states is demonstrated. The system size and energy dependent exponential decay length of the modulus of the Green's function satisfies a one-parameter scaling law. The value of the critical exponent is estimated, v almost-equal-to 1, which is different from those found previously for the disordered tight binding (Anderson) model with and without homogeneous magnetic field.
  • Henneke, M., Kramer, B., Ohtsuki, T.
    EPL 27(5) 1994年  
  • T OHTSUKI, K SLEVIN, Y ONO
    JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN 62(11) 3979-3987 1993年11月  
    The conductance of a two-dimensional system subject to a random magnetic field is calculated within the Landauer-Buttiker formalism. Although there is no potential disorder the random fluctuating magnetic field introduces a random vector potential. Electrons in bulk states are found to be strongly scattered by the fluctuating field. In contrast, edge states are found to be quite stable even if the fluctuation of the field is of the order of a uniform background field. In a fully random field, the U(1) model, clear universal conductance fluctuations (UCF) are observed. The magnitude of the fluctuations is compared with that in the time reversal symmetric Z2 model.
  • Y ONO, T OHTSUKI
    JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN 62(11) 3813-3817 1993年11月  
    The spacing distributions of unfolded energy levels in the lowest Landau band formed in disordered two-dimensional electron systems are numerically studied for different energy regions. By fitting the distribution function to an appropriate interpolation formula, the level repulsion parameter beta is obtained as a function of the unfolded energy x. The functional forms of beta(x) for different system sizes are found to exhibit a certain scaling behavior. From this scaling property, it is possible to estimate the exponent of the localization length as a function of energy, which is found to be 2.4 +/- 0.2, consistent with previously reported values. Possible applications to other Anderson transitions are also discussed.
  • Ono Yoshiyuki, Kuwano Hiroyuki, Slevin Keith, OHTSUKI TOMI, Kramer Bernhard
    Journal of the Physical Society of Japan 62(8) 2762-2772 1993年8月  
  • T NAKANISHI, T OHTSUKI, M SAITOH
    JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN 62(8) 2773-2782 1993年8月  
    Electronic states of a two-dimensional tight-binding model in a uniform electric field are studied. Numerical solutions for eigenenergies and eigenfunctions are presented as functions of the angle between the electric field and the symmetry axis of the lattice. When the direction of the electric field is [M, N], where M and N are mutually prime each other and MN not-equal 0, the eigenenergies are shown to be quantized with an interval equal to the potential drop between the nearest neighbor net lines. Though the level separation varies discontinuously with the change of the direction, the density of states is shown to be independent of the direction of the electric field, except for the direction [1 0] where the motions parallel and perpendicular to the electric field directions are separable. Unexpected gaps open near the band edges for appropriate electric fields, the magnitudes and the positions of which are smooth functions of the angle for a fixed electric field. The effects of the system edges are also discussed.
  • T OHTSUKI, B KRAMER, Y ONO
    PHYSICA B 184(1-4) 26-29 1993年2月  
    A stack of two-dimensional (2D) disordered layers in quantizing magnetic fields is considered, where the electrons are allowed to hop from one layer to another. By using numerical scaling analysis, the mobility edges as well as the critical exponent for the divergence of the localization length are obtained. It is shown that a small amount of hopping between the layers is sufficient to delocalize the states near the centre of the Landau band. The critical exponent is almost independent of the hopping energy and is equal to 1.3 +/- 0.2. The results are compared with those obtained for the 2D limit, the 3D Anderson model without a magnetic field and for a 3D system with a random magnetic field applied.
  • T NAKANISHI, T OHTSUKI, M SAITOH
    PHYSICA B 184(1-4) 310-313 1993年2月  
    The energy spectra of a two-dimensional tight-binding model in the presence of both magnetic and electric fields are studied. When the electric potential through the system becomes comparable to the bandwidth of zero field, the step-like structure is seen in the density of states. The physical origin is discussed.
  • T OHTSUKI, B KRAMER, Y ONO
    JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN 62(1) 224-238 1993年1月  
    The Anderson transition in three dimensional layered systems is investigated in the presence of a quantizing magnetic field perpendicular to the layers. The density of states is calculated. By computing numerically the modulus of the one-body Green's function, the system size dependence of the exponential decay length of the transmission probability is calculated. It satisfies a one-parameter scaling law. The existence of a metal insulator transition is demonstrated. The mobility edge trajectory, and the critical parameters are obtained. The value of the critical exponent, nu = 1.35 +/- 0.15, is found to be close to that reported previously for the Anderson model without magnetic field.
  • Takaaki Kawaguchi, Tomi Ohtsuki, Motohiko Saitoh
    Surface Science 263(1-3) 671-673 1992年2月  
  • T OHTSUKI, Y ONO, B KRAMER
    SURFACE SCIENCE 263(1-3) 134-136 1992年2月  査読有り
    Electronic states in the lowest Landau subband of a disordered double layered system in a quantizing magnetic field are investigated. The random potential is assumed to be short-ranged. When the transfer probability of electrons between the layers is small, the plateau of the filling factor nu = 1 seems to vanish, while it is clearly observed when the transfer is large. The energetic position of the extended states is also investigated using the finite size scaling method.
  • T OHTSUKI, B KRAMER, Y ONO
    SOLID STATE COMMUNICATIONS 81(6) 477-480 1992年2月  
    The density of states, and the mobility edge are calculated numerically for a new model of a three-dimensional disordered system in the presence of a quantizing magnetic field. The critical exponent of the disorder induced metal-insulator transition is found to be nu = 1.3 +/- 0.2 close to the value reported previously for the Anderson model without magnetic field.
  • Kawaguchi, T., Ohtsuki, T., Saitoh, M.
    Surface Science 263(1-3) 1992年  
  • Y ONO, T OHTSUKI, B KRAMER
    JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN 60(1) 270-279 1991年1月  
    Electronic states in a two dimensional random system with a perpendicular strong magnetic field are analyzed by using a model Hamiltonian matrix which has random elements reflecting the characteristics of the random potential such as the correlation length. The random matrix model is suitable for numerical calculations and has advantages compared to preparing the random potential by distributing impurities particularly when discussing correlated potential. As an example, the fractal dimensionality of extended states in the lowest Landau band is considered. It is found that the extended states have multifractal properties. The results are compared with those obtained through the random potential model.
  • T OHTSUKI, Y ONO
    JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN 59(2) 637-648 1990年2月  
  • T OHTSUKI, Y ONO
    JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN 58(10) 3863-3864 1989年10月  
  • T OHTSUKI, Y ONO
    JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN 58(7) 2482-2494 1989年7月  
  • Y ONO, T OHTSUKI, B KRAMER
    JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN 58(5) 1705-1716 1989年5月  
  • T OHTSUKI, Y ONO
    JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN 58(3) 956-968 1989年3月  
  • T OHTSUKI, Y ONO
    SOLID STATE COMMUNICATIONS 68(8) 787-790 1988年11月  
  • T OHTSUKI, Y ONO
    SOLID STATE COMMUNICATIONS 65(5) 403-407 1988年2月  
  • B. Kramer, Y. Ono, T. Ohtsuki
    Surface Science 196(1-3) 127-133 1988年  
    It is argued that the extended states in two-dimensional electronic systems subject to a strong perpendicular magnetic field must not be "area-filling". Their fractal dimensionality d* is calculated from the inverse participation number for the ideal Landau model, and the Teller model. For disordered systems the fractal dimensionality is obtained in the limit of strong magnetic field from percolation theory. The result is d*=1.75. The quantum mechanical Teller model with disorder is treated numerically. © 1987.
  • OHTSUKI TOMI, Y. Ono
    Springer Proceedings in Physics 28, "Anderson Localization"ed. Springer-Verlag 260-263 1988年  
  • Y ONO, T OHTSUKI
    ZEITSCHRIFT FUR PHYSIK B-CONDENSED MATTER 68(4) 445-450 1987年  査読有り
  • OHTSUKI TOMI
    "Proceeding of the 18th International Conference on Physics of Semiconductors"ed. World Scientific 1213-1216 1987年  

MISC

 139

書籍等出版物

 11
  • 大槻 東巳 (担当:共著, 範囲:p. 13-30 (第1章))
    朝倉書店 2019年10月10日 (ISBN: 9784254131291)
    機械学習を使って物理学で何ができるのかを解説した著書。大槻・真野の分担は機械学習,深層学習が物理に何を起こそうとしているかを波動関数の解析を例に解説した,第1章である。
  • Ohtsuki Tomi (担当:共著, 範囲:109-157)
    Wiley-Scrivener 2019年4月9日 (ISBN: 9781119407294)
    Topological properties are sometimes emergent or enforced by the breaking of translational invariance. Here, in this chapter we discuss dimensional crossover of topological properties in thin films of topological insulators (TI) and Weyl semi- metals, electronic properties on the surface of TI nanoparticles and TI nanowires as a constrained electronic system. To discuss the effects of disorder is another highlight of this chapter. We cast on the unusual robustness of Dirac and Weyl semimetal phases against disorder, then the discussion is turned to a novel type of quantum criticality emergent from this unusual robustness, leading us to formu- late the scaling theory of semimetal-metal transition. The concept of topological matter dose not fade under circumstances of absent translational invariance; it is on the contrary, emergent or enforced under such circumstances.
  • 大槻 東巳
    Wiley online library 2019年3月12日 (ISBN: 9781119407317)
  • 大槻 東巳 (担当:共著, 範囲:86-110)
    Oxford University Press 2012年7月18日 (ISBN: 9780199592593)
  • 大槻 東巳 (担当:共著, 範囲:295-305)
    朝倉書店 2012年5月10日 (ISBN: 9784254131031)

共同研究・競争的資金等の研究課題

 27

その他

 6
  • 2005年10月 - 2008年3月
    文部科学省の現代GP,グローバル社会における系統的科学英語教育の支援を受け,カリキュラム委員長として30科目以上にわたる表記の科目群を整えた。また実際に物理系の科目を,パワーポイント,WEBサイト,DVD(The mechanical universe and beyond..)を用い,リスニング,ライティング,リーディングを教えた。\nまた本プログラムは30科目以上の講義からなるが,そのカリキュラム委員長を務めた。さらに各種の電子教材を作成した。
  • 1998年4月 - 2007年9月
    ナノスケールの物理学に関する講義ノートを電子化し,学生に配付した。これにより学生は予習,復習を容易に行えるようになった。さらに細かい記法と複雑な式を正確に学べるようになった。
  • 1995年4月 - 2006年9月
    線形代数学を物理学科向けに講義した。講義ノートを工夫して作成し,全員が簡単にダウンロードできるようにした。
  • 2003年10月 - 2006年3月
    電磁気学の講義ノートを電子化した。これにより学生は講義に集中できるようになった。また,予習,復習が容易になった。
  • 1999年4月 - 2001年9月
    物理学を学ぶ上で必要な数学と,それをふまえた体系的な力学を講義ノートを電子化して教授した。学生は詳しい講義ノートをダウンロード,印刷することで内容に集中できるようになった。