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Doping (semiconductor)

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(Redirected fromDoped silicon)
Intentional introduction of impurities into an intrinsic semiconductor
Doping of a puresilicon array. Silicon based intrinsic semiconductor becomes extrinsic when impurities such asboron andantimony are introduced.

Insemiconductor production,doping is the intentional introduction of impurities into anintrinsic (undoped) semiconductor for the purpose of modulating its electrical, optical and structural properties. The doped material is referred to as anextrinsic semiconductor.

Small numbers of dopantatoms can change the ability of a semiconductor to conduct electricity. When on the order of one dopant atom is added per 100 million atoms, the doping is said to below orlight. When many more dopant atoms are added, on the order of one per ten thousand atoms, the doping is referred to ashigh orheavy. This is often shown asn+ forn-type doping orp+ forp-type doping. (See the article onsemiconductors for a more detailed description of the doping mechanism.) A semiconductor doped to such high levels that it acts more like aconductor than a semiconductor is referred to as adegenerate semiconductor. A semiconductor can be consideredi-type semiconductor if it has been doped in equal quantities of p and n.

In the context ofphosphors andscintillators, doping is better known asactivation; this is not to be confused withdopant activation in semiconductors. Doping is also used to control the color in some pigments.

History

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The effects of impurities in semiconductors (doping) were long known empirically in such devices ascrystal radiodetectors andselenium rectifiers. For instance, in 1885Shelford Bidwell, and in 1930 the German scientist Bernhard Gudden, each independently reported that the properties of semiconductors were due to the impurities they contained.[1][2] A doping process was formally developed byJohn Robert Woodyard working atSperry Gyroscope Company duringWorld War II. Though the worddoping is not used in it, his US Patent issued in 1950 describes methods for adding tiny amounts of solid elements from the nitrogen column of the periodic table to germanium to produce rectifying devices.[3] The demands of his work onradar prevented Woodyard from pursuing further research on semiconductor doping.

Similar work was performed atBell Labs byGordon K. Teal andMorgan Sparks, with a US Patent issued in 1953.[4]

Woodyard's priorpatent proved to be the grounds of extensive litigation bySperry Rand.[5]

Carrier concentration

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The concentration of the dopant used affects many electrical properties. Most important is the material'scharge carrier concentration. In an intrinsic semiconductor underthermal equilibrium, the concentrations ofelectrons andholes are equivalent. That is,

n=p=ni. {\displaystyle n=p=n_{i}.\ }

In a non-intrinsic semiconductor under thermal equilibrium, the relation becomes (for low doping):

n0p0=ni2 {\displaystyle n_{0}\cdot p_{0}=n_{i}^{2}\ }

wheren0 is the concentration of conducting electrons,p0 is the conducting hole concentration, andni is the material's intrinsic carrier concentration. The intrinsic carrier concentration varies between materials and is dependent on temperature.Silicon'sni, for example, is roughly 1.08×1010 cm−3 at 300kelvins, aboutroom temperature.[6]

In general, increased doping leads to increased conductivity due to the higher concentration of carriers. Degenerate (very highly doped) semiconductors have conductivity levels comparable tometals and are often used inintegrated circuits as a replacement for metal. Often superscript plus and minus symbols are used to denote relative doping concentration in semiconductors. For example,n+ denotes an n-type semiconductor with a high, often degenerate, doping concentration. Similarly,p would indicate a very lightly doped p-type material. Even degenerate levels of doping imply low concentrations of impurities with respect to the base semiconductor. In intrinsiccrystalline silicon, there are approximately 5×1022 atoms/cm3. Doping concentration for silicon semiconductors may range anywhere from 1013 cm−3 to 1018 cm−3. Doping concentration above about 1018 cm−3 is considered degenerate at room temperature. Degenerately doped silicon contains a proportion of impurity to silicon on the order of parts per thousand. This proportion may be reduced to parts per billion in very lightly doped silicon. Typical concentration values fall somewhere in this range and are tailored to produce the desired properties in the device that the semiconductor is intended for.

Effect on band structure

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Band diagram of PN junction operation in forward bias mode showing reducing depletion width. Both p and n junctions are doped at a 1×1015/cm3 doping level, leading to built-in potential of ~0.59 V. Reducing depletion width can be inferred from the shrinking charge profile, as fewer dopants are exposed with increasing forward bias.

Doping a semiconductor in a good crystal introduces allowed energy states within theband gap, but very close to the energy band that corresponds to the dopant type. In other words,electron donor impurities create states near theconduction band whileelectron acceptor impurities create states near the valence band. The gap between these energy states and the nearest energy band is usually referred to as dopant-sitebonding energy orEB and is relatively small. For example, theEB forboron in silicon bulk is 0.045 eV, compared with silicon's band gap of about 1.12 eV. BecauseEB is so small, room temperature is hot enough tothermally ionize practically all of the dopant atoms and create freecharge carriers in the conduction or valence bands.

Dopants also have the important effect of shifting the energy bands relative to theFermi level. The energy band that corresponds with the dopant with the greatest concentration ends up closer to the Fermi level. Since the Fermi level must remain constant in a system inthermodynamic equilibrium, stacking layers of materials with different properties leads to many useful electrical properties induced byband bending, if the interfaces can be made cleanly enough. For example, thep-n junction's properties are due to the band bending that happens as a result of the necessity to line up the bands in contacting regions of p-type and n-type material.This effect is shown in aband diagram. The band diagram typically indicates the variation in the valence band and conduction band edges versus some spatial dimension, often denotedx. The Fermi level is also usually indicated in the diagram. Sometimes theintrinsic Fermi level,Ei, which is the Fermi level in the absence of doping, is shown. These diagrams are useful in explaining the operation of many kinds ofsemiconductor devices.

Relationship to carrier concentration (low doping)

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For low levels of doping, the relevant energy states are populated sparsely by electrons (conduction band) or holes (valence band). It is possible to write simple expressions for the electron and hole carrier concentrations, by ignoring Pauli exclusion (viaMaxwell–Boltzmann statistics):

ne=NC(T)exp((EFEC)/kT),nh=NV(T)exp((EVEF)/kT),{\displaystyle n_{e}=N_{\rm {C}}(T)\exp((E_{\rm {F}}-E_{\rm {C}})/kT),\quad n_{h}=N_{\rm {V}}(T)\exp((E_{\rm {V}}-E_{\rm {F}})/kT),}

whereEF is theFermi level,EC is the minimum energy of the conduction band, andEV is the maximum energy of the valence band. These are related to the value of the intrinsic concentration via[7]

ni2=nhne=NV(T)NC(T)exp((EVEC)/kT),{\displaystyle n_{i}^{2}=n_{h}n_{e}=N_{\rm {V}}(T)N_{\rm {C}}(T)\exp((E_{\rm {V}}-E_{\rm {C}})/kT),}

an expression which is independent of the doping level, sinceECEV (theband gap) does not change with doping.

The concentration factorsNC(T) andNV(T) are given by

NC(T)=2(2πmekT/h2)3/2NV(T)=2(2πmhkT/h2)3/2.{\displaystyle N_{\rm {C}}(T)=2(2\pi m_{e}^{*}kT/h^{2})^{3/2}\quad N_{\rm {V}}(T)=2(2\pi m_{h}^{*}kT/h^{2})^{3/2}.}

whereme* andmh* are thedensity of states effective masses of electrons and holes, respectively, quantities that are roughly constant over temperature.[7]

Techniques of doping and synthesis

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Doping during crystal growth

[edit]

Somedopants are added as the (usuallysilicon)boule is grown byCzochralski method, giving eachwafer an almost uniform initial doping.[8]

Alternately, synthesis of semiconductor devices may involve the use ofvapor-phase epitaxy. In vapor-phase epitaxy, a gas containing the dopant precursor can be introduced into the reactor. For example, in the case of n-type gas doping ofgallium arsenide,hydrogen sulfide is added, and sulfur is incorporated into the structure.[9] This process is characterized by a constant concentration of sulfur on the surface.[10] In the case of semiconductors in general, only a very thin layer of the wafer needs to be doped in order to obtain the desired electronic properties.[11]

Post-growth doping

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To define circuit elements, selected areas — typically controlled byphotolithography[12] — are further doped by such processes asdiffusion[13] andion implantation, the latter method being more popular in large production runs because of increased controllability.

Spin-on glass

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Spin-on glass or spin-on dopant doping is a two-step process. First, a mixture of SiO2 and dopants (in a solvent) is applied to a wafer surface byspin-coating. Then it is stripping and baked at a certain temperature in a furnace with constant nitrogen+oxygen flow.[14]

Neutron transmutation doping

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See also:Neutron activation

Neutrontransmutation doping (NTD) is an unusual doping method for special applications. Most commonly, it is used to dope silicon n-type in high-power electronics andsemiconductor detectors. It is based on the conversion of the Si-30 isotope intophosphorus atom by neutron absorption as follows:

30Si(n,γ)31Si31P+β(T1/2=2.62h).{\displaystyle ^{30}\mathrm {Si} \,(n,\gamma )\,^{31}\mathrm {Si} \rightarrow \,^{31}\mathrm {P} +\beta ^{-}\;(T_{1/2}=2.62\mathrm {h} ).} In practice, the silicon is typically placed near anuclear reactor to receive the neutrons. As neutrons continue to pass through the silicon, more and more phosphorus atoms are produced by transmutation, and therefore the doping becomes more and more strongly n-type. NTD is a far less common doping method than diffusion or ion implantation, but it has the advantage of creating an extremely uniform dopant distribution.[15][16]

Dopant elements

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Group IV semiconductors

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(Note: When discussingperiodic table groups, semiconductor physicists always use an older notation, not the currentIUPAC group notation. For example, thecarbon group is called "Group IV", not "Group 14".)

For theGroup IV semiconductors such asdiamond,silicon,germanium,silicon carbide, andsilicon–germanium, the most common dopants areacceptors fromGroup III ordonors fromGroup V elements.Boron,arsenic,phosphorus, and occasionallygallium are used to dope silicon. Boron is thep-type dopant of choice for silicon integrated circuit production because it diffuses at a rate that makes junction depths easily controllable. Phosphorus is typically used for bulk-doping of silicon wafers, while arsenic is used to diffuse junctions, because it diffuses more slowly than phosphorus and is thus more controllable.

By doping pure silicon withGroup V elements such as phosphorus, extravalence electrons are added that become unbounded from individual atoms and allow the compound to be an electrically conductiven-type semiconductor. Doping withGroup III elements, which are missing the fourth valence electron, creates "broken bonds" (holes) in the silicon lattice that are free to move. The result is an electrically conductivep-type semiconductor. In this context, aGroup V element is said to behave as an electrondonor, and aGroup III element as anacceptor. This is a key concept in the physics of adiode.

A very heavily doped semiconductor behaves more like a good conductor (metal) and thus exhibits more linear positive thermal coefficient. Such effect is used for instance insensistors.[17] Lower dosage of doping is used in other types (NTC or PTC)thermistors.

Silicon dopants

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  • Acceptors, p-type
    • Boron is ap-type dopant. Itsdiffusion rate allows easy control of junction depths. Common inCMOS technology. Can be added by diffusion ofdiborane gas. The only acceptor with sufficient solubility for efficient emitters in transistors and other applications requiring extremely high dopant concentrations. Boron diffuses about as fast as phosphorus.
    • Aluminum, used for deep p-diffusions. Not popular in VLSI and ULSI. Also a common unintentional impurity.[18]
    • Gallium is a dopant used for long-wavelength infrared photoconduction silicon detectors in the 8–14 μm atmospheric window.[19] Gallium-doped silicon is also promising for solar cells, due to its long minority carrier lifetime with no lifetime degradation; as such it is gaining importance as a replacement of boron doped substrates for solar cell applications.[18]
    • Indium is a dopant used for long-wavelength infrared photoconduction silicon detectors in the 3–5 μm atmospheric window.[19]
  • Donors, n-type
    • Phosphorus is an-type dopant. It diffuses fast, so is usually used for bulk doping, or for well formation. Used in solar cells. Can be added by diffusion ofphosphine gas. Bulk doping can be achieved bynuclear transmutation, by irradiation of pure silicon withneutrons in anuclear reactor. Phosphorus also traps gold atoms, which otherwise quickly diffuse through silicon and act as recombination centers.
    • Arsenic is a n-type dopant. Its slower diffusion allows using it for diffused junctions. Used for buried layers. Has similar atomic radius to silicon, high concentrations can be achieved. Its diffusivity is about a tenth of phosphorus or boron, so it is used where the dopant should stay in place during subsequent thermal processing. Useful for shallow diffusions where well-controlled abrupt boundary is desired. Preferred dopant in VLSI circuits. Preferred dopant in low resistivity ranges.[18]
    • Antimony is a n-type dopant. It has a small diffusion coefficient. Used for buried layers. Has diffusivity similar to arsenic, is used as its alternative. Its diffusion is virtually purely substitutional, with no interstitials, so it is free of anomalous effects. For this superior property, it is sometimes used in VLSI instead of arsenic. Heavy doping with antimony is important for power devices. Heavily antimony-doped silicon has lower concentration of oxygen impurities; minimal autodoping effects make it suitable for epitaxial substrates.[18]
    • Bismuth is a promising dopant for long-wavelength infrared photoconduction silicon detectors, a viable n-type alternative to the p-type gallium-doped material.[20]
    • Lithium is used for doping silicon forradiation hardened solar cells. The lithium presence anneals defects in the lattice produced by protons and neutrons.[21] Lithium can be introduced to boron-doped p+ silicon, in amounts low enough to maintain the p character of the material, or in large enough amount to counterdope it to low-resistivity n type.[22]
  • Other
    • Germanium can be used forband gap engineering. Germanium layer also inhibits diffusion of boron during the annealing steps, allowing ultrashallow p-MOSFET junctions.[23] Germanium bulk doping suppresses large void defects, increases internalgettering, and improves wafer mechanical strength.[18]
    • Silicon,germanium andxenon can be used as ion beams for pre-amorphization of silicon wafer surfaces. Formation of an amorphous layer beneath the surface allows forming ultrashallow junctions for p-MOSFETs.
    • Nitrogen is important for growing defect-free silicon crystal. Improves mechanical strength of the lattice, increases bulk microdefect generation, suppresses vacancy agglomeration.[18]
    • Gold andplatinum are used for minority carrier lifetime control. They are used in some infrared detection applications. Gold introduces a donor level 0.35 eV above the valence band and an acceptor level 0.54 eV below the conduction band. Platinum introduces a donor level also at 0.35 eV above the valence band, but its acceptor level is only 0.26 eV below conduction band; as the acceptor level in n-type silicon is shallower, the space charge generation rate is lower and therefore the leakage current is also lower than for gold doping. At high injection levels platinum performs better for lifetime reduction. Reverse recovery of bipolar devices is more dependent on the low-level lifetime, and its reduction is better performed by gold. Gold provides a good tradeoff between forward voltage drop and reverse recovery time for fast switching bipolar devices, where charge stored in base and collector regions must be minimized. Conversely, in many power transistors a long minority carrier lifetime is required to achieve good gain, and the gold/platinum impurities must be kept low.[24]

Other semiconductors

[edit]

[25]In the following list the "(substituting X)" refers to all of the materials preceding said parenthesis.

  • Gallium arsenide
    • n-type: tellurium, sulfur (substituting As); tin, silicon, germanium (substituting Ga)
    • p-type: beryllium, zinc, chromium (substituting Ga); silicon, germanium, carbon (substituting As)
  • Gallium phosphide
    • n-type: tellurium, selenium, sulfur (substituting phosphorus)
    • p-type: zinc, magnesium (substituting Ga); tin (substituting P)
    • isoelectric: nitrogen (substituting P) is added to enable luminescence in older greenLEDs (GaP hasindirect band gap)
  • Gallium nitride,Indium gallium nitride,Aluminium gallium nitride
    • n-type: silicon (substituting Ga), germanium (substituting Ga, better lattice match), carbon (substituting Ga, naturally embedding intoMOVPE-grown layers in low concentration)
    • p-type: magnesium (substituting Ga) - challenging due to relatively highionisation energy above thevalence band edge, strongdiffusion ofinterstitial Mg, hydrogen complexes passivating of Mg acceptors and by Mg self-compensation at higher concentrations)
  • Cadmium telluride
    • n-type: indium, aluminium (substituting Cd); chlorine (substituting Te)
    • p-type: phosphorus (substituting Te); lithium, sodium (substituting Cd)
  • Cadmium sulfide
    • n-type: gallium (substituting Cd); iodine, fluorine (substituting S)
    • p-type: lithium, sodium (substituting Cd)

Compensation

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In most cases many types of impurities will be present in the resultant doped semiconductor. If an equal number of donors and acceptors are present in the semiconductor, the extra core electrons provided by the former will be used to satisfy the broken bonds due to the latter, so that doping produces no free carriers of either type. This phenomenon is known ascompensation, and occurs at thep-n junction in the vast majority of semiconductor devices.

Partial compensation, where donors outnumber acceptors or vice versa, allows device makers to repeatedly reverse (invert) the type of a certain layer under the surface of a bulk semiconductor by diffusing or implanting successively higher doses of dopants, so-calledcounterdoping. Most modern semiconductor devices are made by successive selective counterdoping steps to create the necessary P and N type areas under the surface of bulk silicon.[26] This is an alternative to successively growing such layers by epitaxy.

Although compensation can be used to increase or decrease the number of donors or acceptors, the electron and holemobility is always decreased by compensation because mobility is affected by the sum of the donor and acceptor ions.

Doping in conductive polymers

[edit]
Main article:Conductive polymer

Conductive polymers can be doped by adding chemical reactants tooxidize, or sometimes reduce, the system so that electrons are pushed into the conductingorbitals within the already potentially conducting system. There are two primary methods of doping a conductive polymer, both of which use an oxidation-reduction (i.e.,redox) process.

  1. Chemical doping involves exposing a polymer such asmelanin, typically athin film, to anoxidant such asiodine orbromine. Alternatively, the polymer can be exposed to areductant; this method is far less common, and typically involvesalkali metals.
  2. Electrochemical doping involves suspending a polymer-coated, workingelectrode in anelectrolyte solution in which the polymer isinsoluble along with separate counter and reference electrodes. An electricpotential difference is created between the electrodes that causes a charge and the appropriate counterion from theelectrolyte to enter the polymer in the form of electron addition (i.e., n-doping) or removal (i.e., p-doping).

N-doping is much less common because theEarth's atmosphere isoxygen-rich, thus creating anoxidizing environment. An electron-rich, n-doped polymer will react immediately with elemental oxygen tode-dope (i.e., reoxidize to the neutral state) the polymer. Thus, chemical n-doping must be performed in an environment ofinert gas (e.g.,argon). Electrochemical n-doping is far more common in research, because it is easier to exclude oxygen from asolvent in a sealedflask. However, it is unlikely that n-doped conductive polymers are available commercially.

Doping in organic molecular semiconductors

[edit]

Molecular dopants are preferred in doping molecular semiconductors due to their compatibilities of processing with the host, that is, similar evaporation temperatures or controllable solubility.[27] Additionally, the relatively large sizes of molecular dopants compared with those of metal ion dopants (such as Li+ and Mo6+) are generally beneficial, yielding excellent spatial confinement for use in multilayer structures, such asOLEDs andOrganic solar cells. Typical p-type dopants include F4-TCNQ[28] and Mo(tfd)3.[29] However, similar to the problem encountered in doping conductive polymers, air-stable n-dopants suitable for materials with lowelectron affinity (EA) are still elusive. Recently, photoactivation with a combination of cleavable dimeric dopants, such as [RuCpMes]2, suggests a new path to realize effective n-doping in low-EA materials.[27]

Magnetic doping

[edit]
Main article:Magnetic semiconductor

Research on magnetic doping has shown that considerable alteration of certain properties such as specific heat may be affected by small concentrations of an impurity; for example, dopant impurities in semiconductingferromagnetic alloys can generate different properties as first predicted by White, Hogan, Suhl and Nakamura.[30][31]The inclusion of dopant elements to impart dilute magnetism is of growing significance in the field ofmagnetic semiconductors. The presence of disperse ferromagnetic species is key to the functionality of emergingspintronics, a class of systems that utilise electron spin in addition to charge. Usingdensity functional theory (DFT) the temperature dependent magnetic behaviour of dopants within a given lattice can be modeled to identify candidate semiconductor systems.[32]

Single dopants in semiconductors

[edit]

The sensitive dependence of a semiconductor's properties on dopants has provided an extensive range of tunable phenomena to explore and apply to devices. It is possible to identify the effects of a solitary dopant on commercial device performance as well as on the fundamental properties of a semiconductor material. New applications have become available that require the discrete character of a single dopant, such as single-spin devices in the area of quantum information or single-dopant transistors. Dramatic advances in the past decade towards observing, controllably creating and manipulating single dopants, as well as their application in novel devices have allowed opening the new field of solotronics (solitary dopant optoelectronics).[33]

Modulation doping

[edit]

Electrons or holes introduced by doping are mobile, and can be spatially separated from dopant atoms they have dissociated from. Ionized donors and acceptors however attract electrons and holes, respectively, so this spatial separation requires abrupt changes of dopant levels, of band gap (e.g. aquantum well), or built-in electric fields (e.g. in case ofnoncentrosymmetric crystals). This technique is calledmodulation doping and is advantageous owing to suppressedcarrier-donor scattering, allowing very highmobility to be attained.

See also

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References

[edit]
  1. ^"Faraday to Shockley – Transistor History". Retrieved2016-02-02.
  2. ^Wilson, A. H. (1965).The Theory of Metals (2md ed.). Cambridge University Press.
  3. ^US patent 2530110, Woodyard, John R., "Nonlinear circuit device utilizing germanium", issued 1950 
  4. ^US patent 2631356, Sparks, Morgan & Teal, Gordon K., "Method of Making P-N Junctions in Semiconductor Materials", issued March 17, 1953 
  5. ^"John Robert Woodyard, Electrical Engineering: Berkeley".University of California: In Memoriam. 1985. Retrieved2007-08-12.
  6. ^Sproul, A. B; Green, M. A (1991). "Improved value for the silicon intrinsic carrier concentration from 275 to 375 K".J. Appl. Phys.70 (2): 846.Bibcode:1991JAP....70..846S.doi:10.1063/1.349645.
  7. ^abGreen, M. A. (1990). "Intrinsic concentration, effective densities of states, and effective mass in silicon".Journal of Applied Physics.67 (6): 2944.Bibcode:1990JAP....67.2944G.doi:10.1063/1.345414.
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  10. ^Middleman, S. (1993).Process Engineering Analysis in Semiconductor Device Fabrication. McGraw-Hill. pp. 29,330–337.ISBN 978-0-07-041853-0.
  11. ^Deen, William M. (1998).Analysis of Transport Phenomena. Oup USA. pp. 91–94.ISBN 978-0-19-508494-8.
  12. ^"Computer History Museum – The Silicon Engine|1955 – Photolithography Techniques Are Used to Make Silicon Devices". Computerhistory.org. Retrieved2014-06-12.
  13. ^"1954: Diffusion Process Developed for Transistors".Computer History Museum.
  14. ^"Spin-on Glass".inside.mines.edu. Retrieved2022-12-22.
  15. ^Baliga, B. Jayant (1987-03-10).Modern Power Devices. Wiley-Interscience. p. 32.ISBN 0-471-81986-7.
  16. ^Schmidt, P. E.; Vedde, J. (1998).High Resistivity NTD Production and Applications. Electrochemical Society Proceedings. Vol. 98.ISBN 9781566772075.
  17. ^Cheruku, Dharma Raj; Krishna, Battula Tirumala (2008).Electronic Devices and Circuits (2nd ed.). Delhi, India: Dorling Kindersley.ISBN 978-81-317-0098-3.
  18. ^abcdefEranna, Golla (2014).Crystal Growth and Evaluation of Silicon for VLSI and ULSI. CRC Press. pp. 253–.ISBN 978-1-4822-3282-0.
  19. ^abJens Guldberg (2013).Neutron-Transmutation-Doped Silicon. Springer Science & Business Media. pp. 437–.ISBN 978-1-4613-3261-9.
  20. ^Parry, Christopher M. (1981). Chan, William S. (ed.).Bismuth-Doped Silicon: An Extrinsic Detector For Long-Wavelength Infrared (LWIR) Applications. Mosaic Focal Plane Methodologies I. Vol. 0244. pp. 2–8.doi:10.1117/12.959299.S2CID 136572510.
  21. ^Rauschenbach, Hans S. (2012).Solar Cell Array Design Handbook: The Principles and Technology of Photovoltaic Energy Conversion. Springer Science & Business Media. pp. 157–.ISBN 978-94-011-7915-7.
  22. ^US patent 4608452, Weinberg, Irving & Brandhorst, Henry W. Jr., "Lithium counterdoped silicon solar cell" 
  23. ^"2. Semiconductor Doping Technology". Iue.tuwien.ac.at. 2002-02-01. Retrieved2016-02-02.
  24. ^Blicher, Adolph (2012).Field-Effect and Bipolar Power Transistor Physics. Elsevier. pp. 93–.ISBN 978-0-323-15540-3.
  25. ^Grovenor, C.R.M. (1989).Microelectronic Materials. CRC Press. pp. 19–.ISBN 978-0-85274-270-9.
  26. ^Hastings, Ray Alan (2006).The Art of Analog Layout (2nd ed.). Prentice Hall.ISBN 0-13-146410-8.
  27. ^abLin, Xin; Wegner, Berthold; Lee, Kyung Min; Fusella, Michael A.; Zhang, Fengyu; Moudgil, Karttikay; Rand, Barry P.; Barlow, Stephen; Marder, Seth R. (2017-11-13)."Beating the thermodynamic limit with photo-activation of n-doping in organic semiconductors".Nature Materials.16 (12):1209–1215.Bibcode:2017NatMa..16.1209L.doi:10.1038/nmat5027.ISSN 1476-4660.OSTI 1595457.PMID 29170548.
  28. ^Salzmann, Ingo; Heimel, Georg; Oehzelt, Martin; Winkler, Stefanie; Koch, Norbert (2016-03-15)."Molecular Electrical Doping of Organic Semiconductors: Fundamental Mechanisms and Emerging Dopant Design Rules".Accounts of Chemical Research.49 (3):370–378.doi:10.1021/acs.accounts.5b00438.ISSN 0001-4842.PMID 26854611.
  29. ^Lin, Xin; Purdum, Geoffrey E.; Zhang, Yadong; Barlow, Stephen; Marder, Seth R.; Loo, Yueh-Lin; Kahn, Antoine (2016-04-26). "Impact of a Low Concentration of Dopants on the Distribution of Gap States in a Molecular Semiconductor".Chemistry of Materials.28 (8):2677–2684.doi:10.1021/acs.chemmater.6b00165.ISSN 0897-4756.
  30. ^Hogan, C. Michael (1969). "Density of States of an Insulating Ferromagnetic Alloy".Physical Review.188 (2):870–874.Bibcode:1969PhRv..188..870H.doi:10.1103/PhysRev.188.870.
  31. ^Zhang, X. Y; Suhl, H (1985). "Spin-wave-related period doublings and chaos under transverse pumping".Physical Review A.32 (4):2530–2533.Bibcode:1985PhRvA..32.2530Z.doi:10.1103/PhysRevA.32.2530.PMID 9896377.
  32. ^Assadi, M.H.N; Hanaor, D.A.H. (2013). "Theoretical study on copper's energetics and magnetism in TiO2 polymorphs".Journal of Applied Physics.113 (23): 233913–233913–5.arXiv:1304.1854.Bibcode:2013JAP...113w3913A.doi:10.1063/1.4811539.S2CID 94599250.
  33. ^Koenraad, Paul M.; Flatté, Michael E. (2011). "Single dopants in semiconductors".Nature Materials.10 (2):91–100.Bibcode:2011NatMa..10...91K.doi:10.1038/nmat2940.PMID 21258352.

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