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Schofield P, Bradicich A, Gurrola RM, Zhang Y, Brown TD, Pharr M, Shamberger PJ, Banerjee S. Harnessing the Metal-Insulator Transition of VO 2 in Neuromorphic Computing. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2023; 35:e2205294. [PMID: 36036767 DOI: 10.1002/adma.202205294] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Revised: 08/02/2022] [Indexed: 06/15/2023]
Abstract
Future-generation neuromorphic computing seeks to overcome the limitations of von Neumann architectures by colocating logic and memory functions, thereby emulating the function of neurons and synapses in the human brain. Despite remarkable demonstrations of high-fidelity neuronal emulation, the predictive design of neuromorphic circuits starting from knowledge of material transformations remains challenging. VO2 is an attractive candidate since it manifests a near-room-temperature, discontinuous, and hysteretic metal-insulator transition. The transition provides a nonlinear dynamical response to input signals, as needed to construct neuronal circuit elements. Strategies for tuning the transformation characteristics of VO2 based on modification of material properties, interfacial structure, and field couplings, are discussed. Dynamical modulation of transformation characteristics through in situ processing is discussed as a means of imbuing synaptic function. Mechanistic understanding of site-selective modification; external, epitaxial, and chemical strain; defect dynamics; and interfacial field coupling in modifying local atomistic structure, the implications therein for electronic structure, and ultimately, the tuning of transformation characteristics, is emphasized. Opportunities are highlighted for inverse design and for using design principles related to thermodynamics and kinetics of electronic transitions learned from VO2 to inform the design of new Mott materials, as well as to go beyond energy-efficient computation to manifest intelligence.
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Affiliation(s)
- Parker Schofield
- Department of Chemistry, Texas A&M University, College Station, TX, 77843, USA
- Department of Materials Science and Engineering, Texas A&M University, College Station, TX, 77843, USA
| | - Adelaide Bradicich
- Department of Materials Science and Engineering, Texas A&M University, College Station, TX, 77843, USA
| | - Rebeca M Gurrola
- Department of Materials Science and Engineering, Texas A&M University, College Station, TX, 77843, USA
| | - Yuwei Zhang
- Department of Mechanical Engineering, Texas A&M University, College Station, TX, 77843, USA
| | | | - Matt Pharr
- Department of Mechanical Engineering, Texas A&M University, College Station, TX, 77843, USA
| | - Patrick J Shamberger
- Department of Materials Science and Engineering, Texas A&M University, College Station, TX, 77843, USA
| | - Sarbajit Banerjee
- Department of Chemistry, Texas A&M University, College Station, TX, 77843, USA
- Department of Materials Science and Engineering, Texas A&M University, College Station, TX, 77843, USA
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Boulbitch A, Korzhenevskii AL. Transformation toughness induced by surface tension of the crack-tip process zone interface: A field-theoretical approach. Phys Rev E 2021; 103:023001. [PMID: 33736011 DOI: 10.1103/physreve.103.023001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Accepted: 01/11/2021] [Indexed: 11/07/2022]
Abstract
We study a crystal with a motionless crack exhibiting the transformational process zone at its tip within the field-theoretical approach. The latter enables us to describe the transformation toughness phenomenon and relate it to the solid's location on its phase diagram. We demonstrate that the zone extends backward beyond the crack tip due to the zone boundary surface tension. This setback engenders the crack-tip shielding, thus forming the transformation toughness. We obtain a quadrature expression for the effective fracture toughness using two independent approaches-(i) with the help of the elastic Green function and, alternatively, (ii) using the weight functions-and calculate it numerically applying the results of our simulations. Based on these findings, we derive an accurate analytical approximation that describes the transformation toughness. We further express it in terms of the experimentally accessible parameters of the phase diagram: the hysteresis width, the phase transition line slope, and the transformation strain.
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Affiliation(s)
| | - Alexander L Korzhenevskii
- Institute for Problems of Mechanical Engineering, Russian Academy of Sciences, Bol'shoi Prospect V.O. 61, 199178 Saint Petersburg, Russia
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Kumar NS, Chang JH, Ho MS, Balraj B, Chandrasekar S, Mohanbabu B, Gowtham M, Guo D, Mohanraj K. Impact of Zn2+ Doping on the Structural, Morphological and Photodiode Properties of V2O5 Nanorods. J Inorg Organomet Polym Mater 2021. [DOI: 10.1007/s10904-020-01751-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Investigation of Statistical Metal-Insulator Transition Properties of Electronic Domains in Spatially Confined VO2 Nanostructure. CRYSTALS 2020. [DOI: 10.3390/cryst10080631] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Functional oxides with strongly correlated electron systems, such as vanadium dioxide, manganite, and so on, show a metal-insulator transition and an insulator-metal transition (MIT and IMT) with a change in conductivity of several orders of magnitude. Since the discovery of phase separation during transition processes, many researchers have been trying to capture a nanoscale electronic domain and investigate its exotic properties. To understand the exotic properties of the nanoscale electronic domain, we studied the MIT and IMT properties for the VO2 electronic domains confined into a 20 nm length scale. The confined domains in VO2 exhibited an intrinsic first-order MIT and IMT with an unusually steep single-step change in the temperature dependent resistivity (R-T) curve. The investigation of the temperature-sweep-rate dependent MIT and IMT properties revealed the statistical transition behavior among the domains. These results are the first demonstration approaching the transition dynamics: the competition between the phase-transition kinetics and experimental temperature-sweep-rate in a nano scale. We proposed a statistical transition model to describe the correlation between the domain behavior and the observable R-T curve, which connect the progression of the MIT and IMT from the macroscopic to microscopic viewpoints.
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Ordonez-Miranda J, Ezzahri Y, Tiburcio-Moreno JA, Joulain K, Drevillon J. Radiative Thermal Memristor. PHYSICAL REVIEW LETTERS 2019; 123:025901. [PMID: 31386506 DOI: 10.1103/physrevlett.123.025901] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Revised: 05/14/2019] [Indexed: 06/10/2023]
Abstract
Based on the thermal hysteresis of a phase change material exchanging radiative heat with a phase invariable one, we propose a radiative thermal memristor characterized by a Lissajous curve between their exchanged heat flux and temperature difference periodically modulated in time. For a memristor with terminals of VO_{2} and a blackbody, it is shown that (i) the temperature variations of its memristance follow a closed loop determined by the thermal hysteresis width of VO_{2}, and (ii) the thermal memristance on-off ratio is determined by the contrast of VO_{2} emissivities for its insulating and metallic phases and is equal to 3.6. The analogy of the proposed memristor to its electrical counterpart makes it promising to lay the foundations of the thermal computing with photons.
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Affiliation(s)
- Jose Ordonez-Miranda
- Institut Pprime, CNRS, Université de Poitiers, ISAE-ENSMA, F-86962 Futuroscope Chasseneuil, France
| | - Younès Ezzahri
- Institut Pprime, CNRS, Université de Poitiers, ISAE-ENSMA, F-86962 Futuroscope Chasseneuil, France
| | - Jose A Tiburcio-Moreno
- Universidad Nacional Jorge Basadre Grohmann, Facultad de Ciencias, Avenida Miraflores s/n, Ciudad Universitaria, 23003 Tacna, Perú
| | - Karl Joulain
- Institut Pprime, CNRS, Université de Poitiers, ISAE-ENSMA, F-86962 Futuroscope Chasseneuil, France
| | - Jérémie Drevillon
- Institut Pprime, CNRS, Université de Poitiers, ISAE-ENSMA, F-86962 Futuroscope Chasseneuil, France
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Jiang H, Reddy H, Shah D, Kudyshev ZA, Choudhury S, Wang D, Jiang Y, Kildishev AV. Modulating phase by metasurfaces with gated ultra-thin TiN films. NANOSCALE 2019; 11:11167-11172. [PMID: 31149696 DOI: 10.1039/c9nr00205g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Active control over the flow of light is highly desirable because of its applicability to information processing, telecommunication, and spectroscopic imaging. In this paper, by employing the tunability of carrier density in a 1 nm titanium nitride (TiN) film, we numerically demonstrate deep phase modulation (PM) in an electrically tunable gold strip/TiN film hybrid metasurface. A 337° PM is achieved at 1.550 μm with a 3% carrier density change in the TiN film. We also demonstrate that a continuous 180° PM can be realized at 1.537 μm by applying a realistic experiment-based gate voltage bias and continuously changing the carrier density in the TiN film. The proposed design of active metasurfaces capable of deep PM near the wavelength of 1.550 μm has considerable potential in active beam steering, dynamic hologram generation, and flat photonic devices with reconfigurable functionalities.
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Affiliation(s)
- Huan Jiang
- Institute of Modern Optics, Department of Physics, Harbin Institute of Technology, Harbin 150001, China.
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Zeng W, Lai H, Chen T, Lu Y, Liang Z, Shi T, Chen K, Liu P, Xie F, Chen J, Xu J, Chen Q, Xie W. Size and crystallinity control of dispersed VO2 particles for modulation of metal–insulator transition temperature and hysteresis. CrystEngComm 2019. [DOI: 10.1039/c9ce01013k] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Growth mechanism of VO2 particles with size dependent crystallinity: a solid-state dewetting and pyrolysis synergistic effect. Crystallinity, strain and defects optimize and modulate the MIT behavior of VO2 particles.
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Mihailescu CN, Symeou E, Svoukis E, Negrea RF, Ghica C, Teodorescu V, Tanase LC, Negrila C, Giapintzakis J. Ambiguous Role of Growth-Induced Defects on the Semiconductor-to-Metal Characteristics in Epitaxial VO 2/TiO 2 Thin Films. ACS APPLIED MATERIALS & INTERFACES 2018; 10:14132-14144. [PMID: 29595950 DOI: 10.1021/acsami.8b01436] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Controlling the semiconductor-to-metal transition temperature in epitaxial VO2 thin films remains an unresolved question both at the fundamental as well as the application level. Within the scope of this work, the effects of growth temperature on the structure, chemical composition, interface coherency and electrical characteristics of rutile VO2 epitaxial thin films grown on TiO2 substrates are investigated. It is hereby deduced that the transition temperature is lower than the bulk value of 340 K. However, it is found to approach this value as a function of increased growth temperature even though it is accompanied by a contraction along the V4+-V4+ bond direction, the crystallographic c-axis lattice parameter. Additionally, it is demonstrated that films grown at low substrate temperatures exhibit a relaxed state and a strongly reduced transition temperature. It is suggested that, besides thermal and epitaxial strain, growth-induced defects may strongly affect the electronic phase transition. The results of this work reveal the difficulty in extracting the intrinsic material response to strain, when the exact contribution of all strain sources cannot be effectively determined. The findings also bear implications on the limitations in obtaining the recently predicted novel semi-Dirac point phase in VO2/TiO2 multilayer structures.
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Affiliation(s)
- Cristian N Mihailescu
- Department of Mechanical and Manufacturing Engineering , University of Cyprus , 75 Kallipoleos Avenue , PO Box 20537, 1678 Nicosia , Cyprus
- National Institute for Laser , Plasma and Radiation Physics , 409 Atomistilor Street , PO Box MG-36, 077125 Magurele , Romania
| | - Elli Symeou
- Department of Mechanical and Manufacturing Engineering , University of Cyprus , 75 Kallipoleos Avenue , PO Box 20537, 1678 Nicosia , Cyprus
| | - Efthymios Svoukis
- Department of Mechanical and Manufacturing Engineering , University of Cyprus , 75 Kallipoleos Avenue , PO Box 20537, 1678 Nicosia , Cyprus
| | - Raluca F Negrea
- National Institute of Materials Physics , RO-077125 Magurele , Romania
| | - Corneliu Ghica
- National Institute of Materials Physics , RO-077125 Magurele , Romania
| | | | - Liviu C Tanase
- National Institute of Materials Physics , RO-077125 Magurele , Romania
| | - Catalin Negrila
- National Institute of Materials Physics , RO-077125 Magurele , Romania
| | - John Giapintzakis
- Department of Mechanical and Manufacturing Engineering , University of Cyprus , 75 Kallipoleos Avenue , PO Box 20537, 1678 Nicosia , Cyprus
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Mjejri I, Rougier A, Gaudon M. Low-Cost and Facile Synthesis of the Vanadium Oxides V 2O 3, VO 2, and V 2O 5 and Their Magnetic, Thermochromic and Electrochromic Properties. Inorg Chem 2017; 56:1734-1741. [PMID: 28117981 DOI: 10.1021/acs.inorgchem.6b02880] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
In this study, vanadium sesquioxide (V2O3), dioxide (VO2), and pentoxide (V2O5) were all synthesized from a single polyol route through the precipitation of an intermediate precursor: vanadium ethylene glycolate (VEG). Various annealing treatments of the VEG precursor, under controlled atmosphere and temperature, led to the successful synthesis of the three pure oxides, with sub-micrometer crystallite size. To the best of our knowledge, the synthesis of the three oxides V2O5, VO2, and V2O3 from a single polyol batch has never been reported in the literature. In a second part of the study, the potentialities brought about by the successful preparation of sub-micrometer V2O5, VO2, and V2O3 are illustrated by the characterization of the electrochromic properties of V2O5 films, a discussion about the metal to insulator transition of VO2 on the basis of in situ measurements versus temperature of its electrical and optical properties, and the characterization of the magnetic transition of V2O3 powder from SQUID measurements. For the latter compound, the influence of the crystallite size on the magnetic properties is discussed.
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Affiliation(s)
- Issam Mjejri
- CNRS, ICMCB , UPR 9048, 87 avenue du Dr Albert Schweitzer, F-33608 Pessac, France.,Univ. Bordeaux, ICMCB , UPR 9048, F-33600 Pessac, France
| | - Aline Rougier
- CNRS, ICMCB , UPR 9048, 87 avenue du Dr Albert Schweitzer, F-33608 Pessac, France.,Univ. Bordeaux, ICMCB , UPR 9048, F-33600 Pessac, France
| | - Manuel Gaudon
- CNRS, ICMCB , UPR 9048, 87 avenue du Dr Albert Schweitzer, F-33608 Pessac, France.,Univ. Bordeaux, ICMCB , UPR 9048, F-33600 Pessac, France
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