Raman spectroscopy in graphene and nanoribbons

Abstract

Raman spectroscopy in bulk graphene and nanoribbons are reviewed. First, a short introduction of graphene crystal structure and phonon dispersion is given. First-order and the double resonance Raman scattering mechanism in graphene are discussed to understand the most prominent Raman peaks. Raman in bulk graphene is discussed for numbers of layers with different stacking and substrate effects. Finally, we try to distinguish the zigzag and armchair type of graphene edges and the differences of Raman signal in nanoribbon and bulk graphene are discussed.

  • Introduction

Graphene is a remarkable, two-dimensional material that has a number of unique electronic properties arising from a combination of its zero-gap linear dispersion, high carrier mobility, and high thermal conductivity. These electronic properties make graphene a leading contender to replace Si-based or III-V materials-based devices for high-frequency FET,1 post-CMOS nanoelectronic devices,2,3 and for use in even more futuristic devices based on photonics,4 spintronics5,6 and quantum computing.7 Graphene’s combination of low mass and high mean free path leads to very high electronic mobility, with a record value of 230,000 cm2/V-sec for suspended graphene sheets.8

Crystal structure of graphene

Graphene is a two-dimensional (2D) planar structure based on a unit cell containing two carbon atoms A and B, as shown in Fig. 1. The structure can be seen as a triangular lattice composed by two vectors a1, a2 with a basis of two atoms per unit cell.


Where is the lattice constant of monolayer graphene. Likewise, the unit cell in reciprocal space is shown in Fig. 1 and is described by the unit vectors b1 and b2 of the reciprocal lattice given by

corresponding to a lattice of length in reciprocal space. The unit vectors b1 and b2 of the reciprocal hexagonal lattice are rotated by 30° from the unit vectors a1 and a2 in real space, respectively. The three high symmetry points of the Brillouin zone, Γ , K and M are the center, the corner, and the center of the edge of the hexagon, respectively. Other high symmetry points or lines are along ΓK (named T), KM (named T’) and ΓM (named Σ).

In monolayer graphene, three of the electrons form σ bonds which hybridize in a configuration, and the fourth electron of the carbon atom forms the orbital, which is perpendicular to the graphene plane, and makes π covalent bonds. Of particular importance for the physics of graphene are the two points K and K’ at the corners of the graphene Brillouin zone (BZ).


Fig. 1. Graphene honeycomb lattice and its Brillouin zone. Left: a1 and a2 are the lattice unit vectors, and δi, i=1,2,3 are the nearest-neighbor vectors. Right: The Dirac cones are located at the K and K’ points.

Phonon dispersion in graphene

The phonon dispersion of graphite plays a key role in interpreting its Raman spectra. In graphene there are 2 atoms per unit cell thus six phonon dispersion modes as seen in Fig. 2 out of which three are acoustic (A) and three are optical (O) phonon modes. For the three acoustic and three optical phonon modes, one is an out-of plane (oT) phonon mode and the other two are in-plane modes, one longitudinal (L) and the other one transverse (iTO). Thus, starting from the highest energy at the Γ point in the Brillouin zone the various phonon modes are labeled as LO, iTO, oTO, LA, iTA and oTA as shown in Fig. 2.

The optical phonons in the zone-center (Γ) and zone edge (K and K’) region are of particular interest, since they are accessible by Raman spectroscopy. The Γ point optical phonons are doubly degenerate with E2g symmetry for unperturbed graphene. The vibrations correspond to the rigid relative displacement of the A and B sub-lattices. This phonon mode is Raman active and responsible for the Raman G mode in graphene. The LO phonon branch near but away from the Γ point is not Raman active in a one- phonon process in defect free graphene, given that it has finite wave vector. However, in the presence of defects, it can be activated. Like the LO phonons around the Γ point, the TO phonon branch around the zone edge is accessible by a two-phonon Raman process, which gives rise to the G’ (also named 2D) mode.

Fig. 2. Calculated phonon dispersion relation of graphene showing the LO, iTO, oTO, LA, iTA, and oTA phonon branches.9

  • Raman scattering mechanism in graphene

The most prominent features in the Raman spectra of monolayer graphene are the so-called G band appearing at 1582 cm−1 (graphite) and the G’ band at about 2700 cm−1 using laser excitation at 2.41 eV. In the case of a disordered sample or at the edge of a graphene sample, we can also see the so-called disorder-induced D-band, at about half of the frequency of the G band (around 1350 cm−1 using laser excitation at 2.41 eV).

Fig. 3. Raman spectrum of a graphene edge, showing the main Raman features, the D, G and G’ bands taken with a laser excitation energy of 2.41 eV.

The G-band (for graphite) in the first-order Raman spectrum, corresponds to the optical mode vibration of two neighboring carbon atoms on a sp2-hybridized graphene layer. There is a tangential stretching of the σ bonds along the plane giving rise to the Raman G peak, which is one phonon intra-valley scattering process at the Γ point.

The double-resonance (DR) process shown in the center and right side of Fig. 4 begins with an electron of wave-vector k around K absorbing a photon of energy Elaser. The electron is inelastically scattered by a phonon or a defect of wavevector q and energy Ephonon to a point belonging to a circle around the K point, with wavevector k+q. The electron is then scattered back to a k state, and emits a photon by recombining with a hole at a k state. In the case of the D band, the two scattering processes consist of one elastic scattering event by defects of the crystal and one inelastic scattering event by emitting or absorbing a phonon, as shown in Fig. 4. In the case of the G’-band, both processes are inelastic scattering events and two phonons are involved.

The triple-resonance process can occur by both scattering of electrons and holes and the recombination happens at the inequivalent K’ point with respect to K point which generates the photon.

Fig. 4. (Left) First-order G-band process and (Center) one-phonon second-order DR process for the D-band (intervalley process) (top) and for the D-band (intravalley process) (bottom) and (Right) two-phonon second-order resonance Raman spectral processes (top) for the double resonance G process, and (bottom) for the triple resonance G band process (TR) for monolayer graphene. For one-phonon, second-order transitions, one of the two scattering events is an elastic scattering event. Resonance points are shown as open circles near the K point (left) and the K point (right).10

  • Raman studies of the number of graphene layers and stacking orders

The G’ features like position, line width and intensity are dispersive with the number of layers ‘n’ of the graphene layer, as shown in Fig. 5. This is attributed to the evolution of the bands of the mono-layer, bi-layer and few-layer graphene structures. These dependences can be used to characterize the number of graphene layers ‘n’ in few layer graphene samples.

The G’ band for 1-LG at room temperature exhibits a single Lorentzian feature with a full width at half maximum (FWHM) of 24 cm−1. For bilayer graphene with Bernal AB layer stacking, both the electronic and phonon bands split into two components. Four different DR processes11 can happen in bilayer case. Thus Raman spectra of a 2-LG sample with AB stacking can be fitted with four Lorentzians, each with a FWHM of24 cm−1. Using group theory analysis for a trilayer graphene, the number of allowed Raman peaks in the G’ band is fifteen. Due to the small energy separations of many of these fifteen transitions, experimentally it is found that the lineshape can be fitted with less peaks and the minimum number necessary to correctly fit the G’ is six. The high frequency side of the G’ band comes to dominate starting from 4-LG to HOPG. The G’ band is a convolution of peaks along the entire kz axis.


Fig. 5. The measured G’ Raman band with 2.41 eV laser energy for (a) 1-LG, (b) 2-LG, (c) 3-LG, (d) 4-LG, (e) HOPG and (f) turbostratic graphite. The splitting of the G’ Raman band opens up in going from mono- to three-layer graphene and then closes up in going from 4-LG to HOPG.10

The identification of the number of layers by Raman spectroscopy is well established only for graphene samples with AB Bernal stacking. In the case of randomly rotation stacking like turbostratic graphite, Raman shows a G’ band that is a single Lorentzian as in monolayer graphene but with a larger FWHM OF ~45-60 cm-1 and much smaller IG’/IG. This is due to the absence of an interlayer interaction between the graphene planes.

Recently, Intravalley R’ peak centered at1625 cm-1 is observed in randomly produced bilayer graphene due to a rotational-induced intervalley DR mechanism.12 Its properties depend on the mismatch rotation angle and can be used as an optical signature for superlattices in bilayer graphene.

  • Substrate effect

Clear understanding of the substrate effect is important for the potential device fabrication of graphene. Micromechanically cleaved monolayer graphene on standard SiO2 (300 nm)/Si, single crystal quartz, Si, glass, PDMS, and NiFe has been studied by Raman spectroscopy. It was found that G peak and G’ peak position and their FWHM have very small difference. The interaction between micromechanically cleaved graphene sheets and different substrates is not strong enough to affect the graphene sheets. G-band is made up of the long-wavelength optical phonons (TO and LO), and the out of plane vibrations in graphene are not coupled to this in-plane vibration. However, Raman of epitaxial graphene on SiC shows a big blueshift, which might due to strain effect and doping from substrate.


Fig. 6. The Raman spectra of monolayer graphene on different substrates as well that of epitaxial monolayer graphene on SiC.13

  • Graphene edges

Graphene edges are of particular interest, since their chirality determines the electronic properties. The edge is either formed by carbon atoms arranged in the zigzag or armchair configuration as shown in Fig. 7. Zigzag edges are composed of carbon atoms that all belong to one and the same sublattice, whereas the armchair edge contains carbon atoms from either sublattice. For a zigzag edge the momentum can only be transferred in a direction dz which does not allow the electron to return to the original valley in reciprocal space as shown in Fig. 7. Thus zigzag edges do not produce D peak in Raman spectroscopy. In graphene with perfect edges, if two edges form an angle of 120°, they should be the same. In contrast, an angle of 90 or 150° implies a change. In order to confirm this theory, Casiraghi14 carried out a detailed Raman investigation of graphene flakes with well-defined edges oriented at different crystallographic directions. The D to G ratio at the edge is never null due to some disorder at the edges.

Fig. 7. Raman double resonance mechanism in graphene and at the edge. (a) Atomic structure of the edge with armchair (blue) and zigzag (red) chirality. (b) Double resonance mechanism of the defect induced D peak. (c) First Brillouin zone of graphene and the double resonance mechanism in top view.15

By using carbo-thermal of SiO2 to SiO, Krauss15 able to make hexagonal holes with pure graphene zigzag edges. G peak appeared in both cases of round holes with mixture of zigzag and armchair edges and hexagonal holes with pure edge, while higher D peak intensity was shown in the vicinity of round holes. To rule out the random case, this was confirmed by statistic data.

Fig. 8. AFM images and Raman maps of graphene flakes containing round or hexagonal (top or bottom panels, respectively) holes. (a and d): AFM images of the round and hexagonal holes. (b and e) Intensity map of the Raman G peak. The G peak intensity is uniform across each flake except at the locations of the holes. These holes appear black (no graphene). The region where the AFM image was taken has been demarcated by a square. (c and f) Intensity map of the disorder-induced D peak. The D peak intensity is high in the vicinity of round holes (c). On the contrary, the D peak intensity is not enhanced near the hexagonal holes in (f).15

  • Graphene nanoribbons

Comparing to bulk graphene material, graphene nanoribbons (GNRs) are becoming more interested in transistors applications and quantum confinement study. GNRs have been predicted to behave as a semiconductor with a bandgap which is determined by ribbon width and chirality. A ribbon with zigzag configuration on either edge has an almost flat energy band at the Dirac point giving rise to a large peak in the density of states. The charge density for these states is strongly localized on the zigzag edge sites. Nanoscale spintronic devices have been dreamed up to utilize such unique features. Armchair devices are particularly suitable candidates for spin quantum bits.

Optical characterization of newly emerging properties of GNRs has been rare. In particular, Raman spectroscopy has not been systematically investigated on GNRs. As results shown in graphene edge studying, we can expect the D peak will show up in the nanoribbons with disorder edges. Ryu16 found the G peak became lower and broader as the width decreased as shown in Fig. 9. Disparity was shown in G’ peak for nanoribbons with one monolayer and bilayer graphene, which can be used to distinguish the layer numbers of nanoribbons. The change in G peak does not surprise us since its intensity is proportional to the number of sp2 bonds. Since the laser spot (can be as small as 400 nm) are much bigger than the width of nanoribbons, the smaller the width the lesser area of graphene was detected in Raman.

Fig. 9. Raman spectra of GNR sets with different ribbon width at 632.8 nm excited energy. The bands at 1450 and 1650 cm-1 are due to underlying Si and a plasma line of the excitation laser, respectively.16

Recently, a splitting of G at 1583 cm-1 and G+ at 1594 cm-1 was observed for H-terminated Z-GNRs, and a model was proposed to explain the dependence of I(G)/I(G+) on nanoribbon width.17 An individual Z-GNR has two spate portions: one is the edge-states affected portion (marked with red in Fig. 10.), contributing to G(softened E2g-modeG); the other is the center portion (marked with blue in Fig. 10.), contributing to G+ (intrinsic E2g-mode G+). When the nanoribbon width decreased, edge portion kept unchanged but central portion decreased, which decreased the I(G)/I(G+) as shown in Fig. 10.

Fig. 10. Width dependence of the relative intensity G/G+. (A) AFM images of GNRs with nearly perfect zigzag edge at different widths after nanopads removing. (B) Raman spectra for these Z-GNRs at different widths. (C) Fitted width dependence of the relative intensity G/G+. (D) Schematic of two-component Z-GNR: edge affected part (softened E2g-mode G, as shown in red) and perfect bulk part (intrinsic E2g-mode G+, as shown in blue).17

  • Summary

Raman spectroscopy has been established as a very versatile characterization tool not just to identify layer number but also towards measurement of defectivity, substrate effects and edge effects. The understanding of these properties is highly essential for the study of graphene for future carbon-based devices. While Raman spectroscopy has low spatial resolution limited by optical system when applied to characterization of graphene nanoribbons. Combining with other technique like inelastic electron tunneling spectroscopy can reveal more details on phonon modes thus get a better understanding of electronic properties of graphene nanoribbons.

  • Reference

1.    Lin, Y.-M. et al. 100-GHz transistors from wafer-scale epitaxial graphene. Science (New York, N.Y.)
327, 662 (2010).

2.    Banerjee, B.S.K. et al. Graphene for CMOS and Beyond CMOS Applications. Proceedings of the IEEE
98, (2010).

3.    Novoselov, K.S. et al. Electric field effect in atomically thin carbon films. Science (New York, N.Y.)
306, 666-9 (2004).

4.    Bonaccorso, F., Sun, Z., Hasan, T. & Ferrari, a. C. Graphene photonics and optoelectronics. Nature Photonics
4, 611-622 (2010).

5.    Son, Y.-W., Cohen, M.L. & Louie, S.G. Half-metallic graphene nanoribbons. Nature
444, 347-9 (2006).

6.    Tombros, N., Jozsa, C., Popinciuc, M., Jonkman, H.T. & van Wees, B.J. Electronic spin transport and spin precession in single graphene layers at room temperature. Nature
448, 571-4 (2007).

7.    Cortijo, A., Guinea, F. & Vozmediano, M.A.H. Geometrical and topological aspects of graphene and related materials. Arxiv preprint arXiv:1112.2054 1-34 (2011).at <http://arxiv.org/abs/1112.2054&gt;

8.    Bolotin, K. et al. Ultrahigh electron mobility in suspended graphene. Solid State Communications
146, 351-355 (2008).

9.    Dresselhaus, M.S., Jorio, a. & Saito, R. Characterizing Graphene, Graphite, and Carbon Nanotubes by Raman Spectroscopy. Annual Review of Condensed Matter Physics
1, 089-108 (2010).

10.    Ma lard, L.M., Pimenta, M. a., Dresselhaus, G. & Dresselhaus, M.S. Raman spectroscopy in graphene. Physics Reports
473, 51-87 (2009).

11.    Malard, L. et al. Probing the electronic structure of bilayer graphene by Raman scattering. Physical Review B
76, 201401 (2007).

12.    Carozo, V. et al. Raman signature of graphene superlattices. Nano letters
11, 4527-34 (2011).

13.    Wang, Y.Y. et al. Raman Studies of Monolayer Graphene: The Substrate Effect. Journal of Physical Chemistry C
112, 10637-10640 (2008).

14.    Casiraghi, C. et al. Raman spectroscopy of graphene edges. Nano letters
9, 1433-41 (2009).

15.    Krauss, B. et al. Raman scattering at pure graphene zigzag edges. Nano letters
10, 4544-8 (2010).

16.    Ryu, S., Maultzsch, J., Han, M.Y., Kim, P. & Brus, L.E. Raman spectroscopy of lithographically patterned graphene nanoribbons. ACS nano
5, 4123-30 (2011).

17.    Yang, R., Shi, Z., Zhang, L., Shi, D. & Zhang, G. Observation of Raman g-peak split for graphene nanoribbons with hydrogen-terminated zigzag edges. Nano letters
11, 4083-8 (2011).

超越摩尔定律 | Beyond Moore’s Law

Pursuit of high performance computation is endless desire of human being. This desire has given birth to Silicon Valley previously mentioned, modern society and this article. Moors’ Law serves so well in scaling down of transistor and Dennard’s Scaling Theory as more technical guide until very recent. It is very interesting to look into how the skyscraper of computation built up from single transistor to integrated circuit to hardware system such as personal computer, big server, even supercomputer. It is a bottom-up process in which lower level gives solid support to higher level. As maturity of semiconductor industries, society focus shift upwards to levels where holds more innovation and chaos, namely, software and cloud computing. But semiconductor is still a trunk which feeds a whole bunch of branches. How to keep it evergreen? Here are the plans intrigued by Brian’s presentation.

Plan A: Transistor Scaling

Scaling is predicted down to 8 nm. Currently Intel reaches to 22 nm by introduction of tri-gate structure. 3D integration is kind of another way to scale. Stacking of heterogenous IC could give more functions and lower power consumptions per area.


IDF 2011


Plan B: Circuit and System Design

If the physical limit are approaching, here is the near term issue we can look into. Innovations are demanded to optimize IC performance, power and variability. Non-volatile memory and multi-core computation are promising.


Plan C: Exploratory Research

Exotic material such as nanotube, graphene and quantum dot, new device like spintronics, also quantum computation.


A magnetologic gate, which consists of graphene contacted by several magnetic electrodes.

Reference:

THE INTERNATIONAL TECHNOLOGY ROADMAP FOR SEMICONDUCTORS: 2010 UPDATE

硅谷传奇 | Silicon Valley

硅谷神话一再被提起从未真正了解,一直被模仿[1]但从未被超越。那里是科技圣地,引来多少朝拜者和取经人,那里是天堂,是不是人才都想往里挤。乔布斯的突然离去是一个时代的结束,这话被说滥了,但也不假,那在这之前又是什么样的时代呢,他又是在怎样的一个时代诞生的,这是一个深入了解硅谷历史的契机,那就先从扒开历史的外衣开始享受吧,抓住一个中心(技术),两个关键点(社区和金融制度),每个人都应该自己体验一下。

网上有很多相关资料,下面是我觉得比较好的,一定得点

Silicon Valley
硅谷发动机的历史
Secret History of Silicon Valley
A Chronological Timeline of Computer
The Myth Of Silicon Valley

还有相关书籍
History of Semiconductor_Engineering
Makers of the Microchip A Documentary History of Fairchild Semiconductor
The Silicon Valley of Dreams

关于硅谷不得不知的人物

   Father of Silicon Valley

Frederick Terman – Stanford Industrial Park

  搞了个科技园区,鼓励学生创立了HP,吸引了Shockley和很多其   他公司,反过来促进了斯坦福大学和伯克利大学的发展。


   

   Father of Transistor
William Shockley, Shockley Semiconductor Laboratory


充满个性的天才,在Bell实验室跟别人一起搞出了晶体管,获     得了诺贝尔奖,后来离开Bell来到硅谷创立了肖克利半导体实验   室,从东部招来了以下八位年轻科学家。

The Traitorous Eight (仙童八叛逆): Julius BlankVictor GrinichJean HoerniEugene KleinerJay LastGordon MooreRobert Noyce and Sheldon Roberts.

这是肖克利招来的八位年轻人,跟肖克利闹翻之后,他们离开了肖克利半导体实验室,创立了仙童半导体 (Fairchild Semiconductor)。后来仙童半导体里的员工跳槽创立了AMD,后来 Gordon Moore Robert Noyce创立了Intel.

乔布斯说:仙童半导体公司就象个成熟了的蒲公英,你一吹它,这种创业精神的种子就随风四处飘扬了。然后乔布斯就来了。

Father of Apple

Steve Jobs, 1955-2011


[1] Silicon Valleys Popping Up Here, There, Everywhere

我身边的前沿研究(1)

干细胞-长生不老药?

干细胞因为它的全能性(可以定向诱导分化成各种细胞)一直是生物研究的热点。最完美的干细胞存在于孕妇的肚子里面。可是对于这种干细胞的提取涉及太多伦理道德问题而被禁止。于是退而求其次,现在科学家们为新生儿们保存脐带血以及胎盘组织。这里面的干细胞相比成人骨髓里面的还要更为原始和丰富。于是在理想的未来,当你有组织破损例如烧伤或者器官衰竭的时候,你婴儿时期的干细胞就可以派上大用处。它们跟你同源,没有排斥,在科学家的手中变成你需要的细胞输入你体内。亲,如假包换!

我和我们

从小在一个人口大国长大的我们,被教育个人意愿要服从组织需要的我们,长大以后总是想要发出自己的声音。声嘶力竭的,觉得自己是最特别的。害怕别人听不到,不想被淹没在芸芸众生里面。

于是我们背井离乡到了另一个国度。繁华的发达的,可以发出自己的声音的地方。然后发现只剩下自己。终于你说的所有话都代表自己,你甚至没有办法说出我们。没有了们的世界变得很孤单,连找到一个志同道合的人都仿佛是奢望。

于是,你变得随和,你变得与世无争,为了可以融入一个个小圈子里面。可是小圈子里面都有怪现象,各种为虎作伥,各种视若无睹。个人欲望被放大后的社会又是另一种不能忍。

慢慢又回到一个人的世界。我还是我们?

美西旅行

这次我们的旅行路线是Albany-> Los Angeles(三天四夜)-> Las Vegas(一天半一夜)-> Grand Canyon(一天一夜)-> Bryce Canyon(一天一夜)-> Zion Canyon(一天一夜)-> Las Vegas(一天一夜)-> Albany/Baltimore,历时九天九夜,感慨良多。在此要特别感谢在LA包吃包住包玩的谢谢和梦梦,以及靠喝红牛一路开车来回各大峡谷的天天,没有你们此行恐怕不可为啊。

能找到的最长最全的California Coast Travel Guide加州海岸旅遊及周边国家公园攻略:原始地址,整理后的Word版Kindle版

骁骁同学提供的洛杉矶攻略:Word版

亭亭同学提供的拉斯维加斯攻略:Word版

天天计划的Grand Canyon攻略:Word版

企业家誓言| Entrepreneur’s Credo

Entrepreneur’s Credo

<Common Sense>, written in 1776 by Thomas Paine

《企业家》杂志首刊

I do not choose to be a common man,
It is my right to be uncommon…if I can,
I seek opportunity….not security.
I do not wish to be a kept citizen,
Humbled and dulled by having the state looking after me.

I want to take the calculated risk;
To dream and to build,
To fail and to succeed.
I refuse to barter incentive for a dole;
I prefer the challenges of life
To the guaranteed existence;
The thrill of fulfillment
To the state of calm Utopia.

I will not trade freedom for beneficence
Nor my dignity for a handout.
I will never cower before any master
Nor bend to any threat.

It is my heritage to stand erect,
Proud and unafraid;
To think and act for myself,
To enjoy the benefit of my creations
And to face the world boldly and say:
This, with God’s help, I have done.

译文:

我不会选择做一名普通人。
自命不凡是天赋人权——只要我能。
我寻求机遇,而非安稳。
我也从不愿去做顺民,
在国家的保障下变得卑躬沉沦。

我要尝试那精心的冒险;
去梦想也去创造,去失败也去成功。
我拒绝失去激励而获得救助;
我宁愿接受生活的挑战,不甘心保有确定的现状;
成就带来的欣喜远比乌托邦式的平静更令我向往。

我不会为福利而牺牲自由;
也不会为施舍而放弃尊严。
在任何大师面前我不会胆怯;
在任何威胁面前也决不屈服。

我的天性是昂然挺立,自豪无惧;
按照内心的方式敢想敢为。
我享受自我创造产生的果实;
坦然面对这个世界,然后说:
此生,拜上帝之助,我有所作为。

——————————————–

Charles Dickens <A Tale of Two Cities>

It was the best of times, it was the worst of times, it was the age of wisdom, it was the age of foolishness, it was the epoch of belief, it was the epoch of incredulity, it was the season of Light, it was the season of Darkness, it was the spring of hope, it was the winter of despair, we had everything before us, we had nothing before us, we were all going direct to Heaven, we were all going direct the other way–in short, the period was so. far like the present period, that some of its noisiest authorities insisted on its being received, for good or for evil, in the superlative degree of comparison only.

狄更斯同志的《双城记》译文:

那是最美好的时代,那是最糟糕的时代;那是智慧的年头,那是愚昧的年头;那是信仰的时期,那是怀疑的时期;那是光明的季节,那是黑暗的季节;那是希望的春天,那是失望的冬天;我们全都在直奔天堂,我们全都在直奔相反的方向–简而言之,那时跟现在非常相象,某些最喧嚣的权威坚持要用形容词的最高级来形容它。说它好,是最高级的;说它不好,也是最高级的。

Reference: <公司的力量>

The Commercialization of Graphene

Welcome Lady Gaga of Materials

Lady Gaga has the most followers on twitter. And graphene has the most followers today in condensed matter physics, even in materials. Definitely, graphene has become the lady gaga of materials after winning The Nobel Prize in Physics 2010. Lady Gaga recently released a new song “Born this way”, saying she is born a superstar.

My mama told me when I was young
We are all born superstars
I’m beautiful in my way
Cause God makes no mistakes
I’m on the right track baby
I was Born This Way

Is graphene a real superstar? Then what’s the next album?

Some reports about graphene:

The 10 strangest facts about graphene

Nokias future super material

EU: Graphene flagship

Why Graphene Won Scientists the Nobel Prize

Graphene technology moves closer

In fairy tales, third place is often the best: it’s usually the third casket that contains the treasure, and the third child who finds fame and fortune. And so it may be for graphene, the third and most recently discovered form of “new carbon”. Last year, graphene was the subject of around 3000 research papers and more than 400 patent applications. One of the world’s largest steel producers in Korean POSCO announced partnership with XG Sciences to advance graphene manufacturing recently. And companies ranging from IBM to Samsung are testing graphene electronics. The hype over graphene has reached such a pitch that a casual follower might wonder why it hasn’t conquered the technological world already.

“I’m beautiful in my way.” She is beautiful in her own way! Does everybody like Lady Gaga? Not really. So how can a miracle material satisfy all needs? No way. Although graphene has two predecessors to learn from about fabrication and commercialization, it still has its own problem.

First, how to mass-producing the graphene? The most available graphene product in market is graphene sheets. Because composite-quality graphene has the potential to be a lot cheaper, it is able to compete with current carbon nanotube and other materials. Although much of the early excitement around graphene centred on its semiconducting properties and exotic physics, the tons of material now being manufactured will not end up in advanced devices such as transistors. For large-area and high-quality graphene using in high-tech applications, people have successfully grown graphene on metal catalyst but transfer process is still a nightmare. Epitaxial growth on SiC seems to solve this problem, but it is too expensive. We are working to manufacture wafer-scale high-quality graphene.

Second, what is outlet of graphene? The reality is that these applications are still niche, says a senior scientist with Dow Chemical’s Ventures and Business Development Group in Midland, Michigan. As you can see in the following figure, graphene has a very bright future in touch screens, supercapacitors, fuel cells, batteries, sensors, high-frequency circuits and flexible electronics. These applications have attracted the undivided attention of start-up companies, however, large chemical companies have so far taken a more conservative approach. The discrepancy between the enthusiasm of the start-up companies and the conservatism of their larger counterparts is partly a matter of scale. Even though tens of tons is orders of magnitude beyond laboratory production scales, it is also orders of magnitude below industrial chemical company scales.

“Asking graphene to compete with silicon now is like asking a 10-year-old to be a concert pianist because we’ve been giving him piano lessons for the last six years.” Graphene will have its place, but it will just take longer than people think.

Market

The global graphene-based product market value will grow to $67 million in 2015, and $675.1 million in 2020, according to BCC Research’s new report, “Graphene: Technologies, Applications, and Markets” (Report ID: AVM075A). That’s a 58.7% five-year compound annual growth rate (CAGR).

Figure. Global market for graphene-based products, 2009-2020 ($ millions). SOURCE: BCC Research

Graphene-based capacitors: The largest product segment. 67.2% 5-year CAGR, from $26 million in 2015 to $340 million in 2020.

Structured materials: Second-largest segment. 39.1% 5-yr CAGR, from $17.5 million in 2015 to $91 million in 2020.

Graphene in displays: Shooting up from a negligible value in 2015, this segment will reach $43.8 million in 2020.

Graphene-based photovoltaics (PV): 36.1% 5-yr CAGR, from $7.5 million in 2015 to $35 million in 2020.

Thermal management graphene products: 8.4% CAGR, from $15 million in 2015 to $22.5 million in 2020.

Remaining graphene-using products will make up a $1 million industry in 2015, and should hit $142.8 million in 2020 (169.7% 5-yr CAGR). The commercial market for graphene-based products was essentially nonexistent 2009-2010, but BCC expects commercially significant graphene sales to crop up before 2015. The BCC report surveys emerging graphene technologies and applications, identifies significant commercial sales opportunities in the next 5-10 years, and shares quantitative estimates of potential sales.

Existing Companies

Country Company Location University Affiliation Group
US 3M
EU Amo GmbH Aachen, DE
US Angstron Materials (a Nanotek spin-off) Dayton, OH Wright State University I
EU Aixtron Herzogenrath, DE
BASF
Carben Semicon
US Cheaptubes Vermont III
US CVD Equipment Corp. Long Island, NY
Dow Chemical
UK Durham Graphene Science Durham, UK Durham University II
JP Fujitsu Laboratories
US GE
US General Motors Corp.
US Graphene Devices University at Buffalo
US Graphene Energy Austin, TX University of Texas I
US Graphene Frontiers University of Pennsylvania
UK Graphene Industries Manchester, UK University of Manchester II
US Graphene Laboratories Reading, MA Columbia University II
UK Graphene Research Manchester, UK University of Manchester
US Graphene Works Atlanta, GA Georgia Institute of Technology II
EU Graphenea San Sebastián
CN Harbin Mulan Foreign Economic Trade Corp.
HRL Laboratories
US IBM
US Intel
CN Jcnano Nanjing, Jiangsu Nanjing University I
CN Nano-Brother Lab Harbin, Heilongjiang Harbin Institute of Technology II
CN Nanointegris III
Nanosperse
Nanoteck Instruments III
Nupga
IN Quantum Materials Corporation
Reade
KR Samsung Electronics
CN Sinocarbon Materials Technology Taiyuan, Shanxi Chinese Academy of Sciences I
US Texas Instruments
Unidym
US Vorbeck Materials Corporation Jessup, MD Princeton University I
US Vulvox Long Island, NY III
US XG Sciences Lansing, MI Michigan State University II
CN Xiamen knano Graphene Technology Xiamen, Fujian Huaqiao University
US Xolve (formerly Graphene solutions) Platteville, WI University of Wisconsin II
CN XP Nano Materials Xiamen, Fujian III

References:

Richard Van Noorden, The trials of new carbon, Nature, 2011.
Michael Segal, Selling graphene by the ton, Nature, 2009.
Sanjay K. Aroraa, etc., Graphene SME Commercialization Strategies: A Cross-Country Comparison, 2011.
Andrew Baluch, etc., Patenting Graphene: Opportunities and Challenges, Nanotechnology Law & Business, 2008.

Peep at others’ bookshelf

Bookshelf of CEO of SEMATECH, Daniel Armbrust

The Man Behind the Microchip: Robert Noyce and the Invention of Silicon Valley.

Leslie Berlin…must read bio of one of the most influential leaders in semiconductors

The Innovator’s Dilemma.

Clayton Christensen…Insights into how success breeds failure

The Gorilla Game.

Moore, Johnson, and Kippola…How companies are valued in the market

Crossing the Chasm.

Geoffrey Moore…Moving technology through the valley of death

Who Says Elephants Can’t Dance.

Lou Gerstner…lessons learned from the IBM turnaround

Personal History.

Katherine Graham…Incredible life story of the woman behind the Washington Post

Execution.

Larry Bossidy and Ram Charan…The “how to” on getting things done

The World is Flat.

Thomas Friedman…Must read for understanding global forces

Competitive Strategy.

Michael Porter…A classic text on how to compete in business

You’re in Charge – Now What?

Thomas Neff and James Citrin…How to approach a new position

The Reckoning.

David Halberstam…Compelling history of the car industry

Where Good Ideas Come From.

Steve Johnson…Importance of clusters and centers

High Output Management.

Andy Grove…Management advice from an Intel legend

What Technology Wants.

Kevin Kelly…Reflections on technology directions and trends

Capitalism 4.0

Anatole K…Next phase of financial, industry and government partnership

Barbarians at the Gate

Brian Borroughs and John Helyar…Incredible story telling of RJR Nabisco and LBO’s

Visual Display of Quantitative Information, Envisioning Information, Beautiful Evidence.

Edward Tufte…Visualizing data and information to tell a story

Bookshelf of an outstanding researcher at IBM working on graphene electronic device, Yu-Ming Lin

Numerical recipe” by Cambridge Press

Introduction to Solid-State Physics” by Charles Kittle

Solid-State Physics” by Ashcroft/Mermin

Springer Handbook of Nanotechnology

Noise” by Van der Zeil

Several tour guides for travel in Europe, Spain, and France.

The Business School and MBA: Past, Present, and No future here

Were people taught in school to do business 200 years ago? No!
Did people know what MBA was 100 years ago? No!
Are we becoming stupid? No one admit.
Why are MBA everywhere nowadays? Because that’s the way of people living, you’ll find some traits you might have at the following lists.

You know you are an MBA when….

You ask the waiter what the restaurant’s core competencies are.

You decide to re-org your family into a ‘team- based organization.’

You refer to dating as test marketing.

You can spell ‘paradigm.’

You actually know what a paradigm is.

You understand your airline’s fare structure.

You write executive summaries on your love letters.

You think it is actually efficient to write a ten-page paper with six other people you do not know.

You believe you never have any problems in your life, just ‘issues’ and ‘improvement opportunities.’

You calculate your own personal cost of capital.

You refer to your previous life as ‘my sunk costs.’

Your three meals a day are a ‘morning consumption function’, a ‘noontime consumption function’, and an ‘even consumption function.’

You start to feel sorry for Dilbert’s boss.

You refer to divorce as ‘divestiture.’

Your favorite artist is the one who does the dot drawings for the Wall Street Journal.

None of your favorite publications have cartoons.

You account for your tuition as a capital expenditure instead of an expense.

You insist that you do some more market research before you and your spouse produce another child.

At your last family reunion, you wanted to have an emergency meeting about their brand equity.

You decided the only way to afford a house is to call your fellow alumni and offer to name a room after them if they help with the down payment.

Your ‘deliverable’ for Sunday evening is clean laundry and paid bills.

You use the term ‘value-added’ without falling down laughing.

Past:

Present:

Global MBA Rankings 2011

Current rank 3 year average rank School name Country Weighted salary (US$) Salary percentage increase
1 1 London Business School U.K. 145776 132
1 1 University of Pennsylvania: Wharton U.S.A. 171551 123
3 3 Harvard Business School U.S.A. 170238 116
4 5 Insead France / Singapore 147883 108
4 5 Stanford University GSB U.S.A. 183260 115
6 10 Hong Kong UST Business School China 133334 142
7 6 Columbia Business School U.S.A. 163407 117
8 7 IE Business School Spain 149584 136
9 11 Iese Business School Spain 131890 138
9 9 MIT Sloan School of Management U.S.A. 158387 121
11 Indian Institute of Management, Ahmedabad (IIMA) India 174440 152
12 11 University of Chicago: Booth U.S.A 151373 109
13 13 Indian School of Business India 134406 187
14 14 IMD Switzerland 145846 89
15 13 New York University: Stern U.S.A. 138865 119
15 17 Yale School of Management U.S.A. 146959 133
17 16 Ceibs China 126315 155
18 15 Dartmouth College: Tuck U.S.A. 155020 113
18 22 HEC Paris France 122828 106
20 21 Duke University: Fuqua U.S.A. 136563 107
21 19 Esade Business School Spain 125346 128
21 21 Northwestern University: Kellogg U.S.A. 143365 100
23 National University of Singapore School of Business Singapore 100456 140
24 25 University of Michigan: Ross U.S.A. 137189 104
25 28 University of California at Berkeley: Haas U.S.A. 144790 87
26 21 University of Cambridge: Judge U.K. 137199 101
27 21 University of Oxford: Saïd U.K. 132905 102
28 35 SDA Bocconi Italy 110186 123
29 34 Manchester Business School U.K. 116100 111
30 33 Cornell University: Johnson U.S.A. 140273 107
31 31 UCLA: Anderson U.S.A. 137726 106
32 38 City University: Cass U.K. 124006 90
33 28 Nanyang Business School Singapore 104952 121
34 32 Cranfield School of Management U.K. 132059 89
35 34 Australian School of Business: AGSM Australia 123520 99
36 29 Rotterdam School of Management, Erasmus University Netherlands 107969 91
37 36 Imperial College Business School U.K. 115563 92
38 32 Emory University: Goizueta U.S.A. 120835 105
38 39 Georgetown University: McDonough U.S.A. 127539 108
40 42 University of Maryland: Smith U.S.A. 110931 105
41 42 Carnegie Mellon: Tepper U.S.A. 127078 100
41 31 Lancaster University Management School U.K. 110526 95
41 33 University of Virginia: Darden U.S.A. 130788 102
44 47 Rice University: Jones U.S.A. 117812 104
44 52 Texas A & M University: Mays U.S.A. 108435 116
46 51 University of Illinois at Urbana-Champaign U.S.A. 102947 121
46 46 University of Toronto: Rotman Canada 98760 87
46 47 University of Western Ontario: Ivey Canada 104327 97
49 50 University of Texas at Austin: McCombs U.S.A. 119298 93
49 51 York University: Schulich Canada 87849 94
51 55 Vanderbilt University: Owen U.S.A. 115194 105
52 49 University of Rochester: Simon U.S.A. 111226 110
53 56 Melbourne Business School Australia 111621 77
53 66 University of California at Irvine: Merage U.S.A. 101495 113
55 70 Durham Business School U.K. 101181 89
55 72 Vlerick Leuven Gent Management School Belgium 105484 87
57 McGill University: Desautels Canada 92937 97
58 46 Warwick Business School U.K. 109311 66
59 Pennsylvania State University: Smeal U.S.A. 110085 88
60 73 University of Cape Town GSB South Africa 140896 76
61 84 Hult International Business School U.S.A. / U.K. / U.A.E. / China 107079 87
62 51 University of North Carolina: Kenan-Flagler U.S.A. 114650 88
63 75 Wisconsin School of Business U.S.A. 106523 100
64 76 Arizona State University: Carey U.S.A. 98862 96
64 Ipade Mexico 96729 139
64 64 University of Iowa: Tippie U.S.A. 92658 119
64 60 University of Southern California: Marshall U.S.A. 116448 86
68 75 Birmingham Business School U.K. 97119 87
68 62 Boston University School of Management U.S.A. 104796 99
68 SP Jain Center of Management Dubai / Singapore 81512 106
68 67 Thunderbird School of Global Management U.S.A. 102984 98
72 73 Ohio State University: Fisher U.S.A. 100191 95
73 63 Indiana University: Kelley U.S.A. 112676 86
74 70 Boston College: Carroll U.S.A. 111114 83
74 69 Purdue University: Krannert U.S.A. 100252 94
74 55 University of Strathclyde Business School U.K. 103801 87
77 Incae Business School Costa Rica 89212 106
78 92 University College Dublin: Smurfit Ireland 105354 72
78 81 Wake Forest University: Babcock U.S.A. 108520 110
80 78 University of British Columbia: Sauder Canada 88894 72
80 76 University of Notre Dame: Mendoza U.S.A. 107914 101
80 71 University of South Carolina: Moore U.S.A. 91297 93
83 University of California: Davis U.S.A. 100875 93
84 91 Babson College: Olin U.S.A. 113392 85
84 Eada Spain 90881 86
86 College of William and Mary: Mason U.S.A. 98238 102
86 77 University of Washington Business School: Foster U.S.A. 107118 73
88 85 SMU: Cox U.S.A. 103150 89
88 90 University of Edinburgh Business School U.K. 102068 64
90 89 Bradford School of Management/TiasNimbas Business School U.K. / Netherlands / Germany 84274 81
91 89 Brigham Young University: Marriott U.S.A. 99557 102
92 Pepperdine University: Graziadio U.S.A. 100000 103
93 University of Georgia: Terry U.S.A. 101750 82
94 Leeds University Business School U.K. 95498 70
94 78 University of Florida: Hough U.S.A. 93317 85
96 Politecnico di Milano School of Management Italy 74184 94
97 Georgia Institute of Technology U.S.A. 105000 60
98 IAE Business School Argentina 72797 82
99 Kaist College of Business South Korea 98927 74
100 EM Lyon Business School France 89246 53

Useful links:

Business school rankings

Global MBA Rankings 2011

Online MBA 2011 Listing

No future?

Maybe somewhere else. Maybe you should learn MBA to know.