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Combinatorial memristive materials for sensor applications

Combinatorial memristive materials for sensor applications

Andrei Ionut Mardare (ORCID: 0000-0003-4137-1994)
  • Grant DOI 10.55776/P32847
  • Funding program Principal Investigator Projects
  • Status ended
  • Start February 1, 2020
  • End December 31, 2023
  • Funding amount € 235,403

Disciplines

Chemistry (100%)

Keywords

    Memristor, Valve Metals, Co-Sputtering, Thin Film Combinatorial Library, Anodic Oxide

Abstract Final report

A memristor, or memory resistor will remember the value of its resistance in time. In other words, the memristor may have a low or high electrical resistance and switching between these states can be done easily by applying a defined voltage to the device. Hence, the memristor will remember its ohmic value until a new switching action occurs. This is primarily used for development of artificial synapses, resistive random access memories and sensors. When used for sensors, the memristor switches its resistive state due to extra charges generated on its surface as a result of interaction with the detected chemical. Very recent reports emphasize the relevance of using semiconducting or insulating oxides of Ti, W and Nb or Hf and Ta. As the most researched memristive material, Ti oxide serves as a reference/guideline material. Also, combined with W and Nb oxides it describes well the semiconductors used in memristive applications. In spite of their poor electrical conductivity, Hf and Ta oxides have the best memristive properties. All these oxides are easily produced by anodization (by applying a positive voltage to the metal while submerged in a water-based electrolyte) which tremendously decreases the production cost of sensing devices. Memristor fabrication by anodization is a poorly researched topic with a great potential for industrial implementation. A combinatorial route is proposed for obtaining new memristive materials. First, atomic mixture deposition in a vacuum chamber allows a metallic deposit with a changing composition to form across a substrate (i.e. Si wafer). The resulting thin film compositional spread will not be described by a single metallic alloy, but by an entire range of alloys formed at the same time. This library of metals will be anodized so that different oxides will form and mix on the surface depending on the composition of their parent metal alloys. Enhanced memristive properties are reported when materials contain regions with different oxides. The proposed anodic oxidation route directly results in a vertical compositional gradient, no additional processing step being necessary. Metal-insulator-metal structures (identical with the structure of a simple capacitor) obtained by top electrodes patterning will be systematically screened as a function of their composition. Memristive electrical testing using lab automation robots for high throughput will reveal the best mixture of oxides for improved devices. Atomic level imaging and analysis will help elucidating the switching mechanism in mixed oxides. The best memristive oxides will be used for carbon monoxide and glucose sensors proof of concept. The project defines a single PhD work for 3 years. The combinatorial route and the high throughput experimentation combined with the very actual search for better memristive materials provide the grounds for a high impact work in a modern scientific world.

A memristor, or "memory resistor" will remember the value of its resistance in time. In other words, the memristor may have a low or high electrical resistance and switching between these states can be done easily by applying a defined voltage to the device. Hence, the memristor will remember its ohmic value until a new switching action occurs. This is primarily used for development of artificial synapses, resistive random access memories and sensors. When used for sensors, the memristor switches its resistive state due to extra charges generated on its surface as a result of interaction with the detected chemical. Very recent reports emphasize the relevance of using semiconducting or insulating oxides of Ti, W and Nb or Hf and Ta. As the most researched memristive material, Ti oxide serves as a reference/guideline material. Also, combined with W and Nb oxides it describes well the semiconductors used in memristive applications. In spite of their poor electrical conductivity, Hf and Ta oxides have the best memristive properties. All these oxides are easily produced by anodization (by applying a positive voltage to the metal while submerged in a water-based electrolyte) which tremendously decreases the production cost of sensing devices. Memristor fabrication by anodization is a poorly researched topic with a great potential for industrial implementation. A combinatorial route is proposed for obtaining new memristive materials. First, atomic mixture deposition in a vacuum chamber allows a metallic deposit with a changing composition to form across a substrate (i.e. Si wafer). The resulting thin film compositional spread will not be described by a single metallic alloy, but by an entire range of alloys formed at the same time. This library of metals will be anodized so that different oxides will form and mix on the surface depending on the composition of their parent metal alloys. Enhanced memristive properties are reported when materials contain regions with different oxides. The proposed anodic oxidation route directly results in a vertical compositional gradient, no additional processing step being necessary. Metal-insulator-metal structures (identical with the structure of a simple capacitor) obtained by top electrodes patterning will be systematically screened as a function of their composition. Memristive electrical testing using lab automation robots for high throughput will reveal the best mixture of oxides for improved devices. Atomic level imaging and analysis will help elucidating the switching mechanism in mixed oxides. The best memristive oxides will be used for carbon monoxide and glucose sensors proof of concept. The project defines a single PhD work for 3 years. The combinatorial route and the high throughput experimentation combined with the very actual search for better memristive materials provide the grounds for a high impact work in a modern scientific world.

Research institution(s)
  • Universität Linz - 100%

Research Output

  • 99 Citations
  • 16 Publications
  • 1 Scientific Awards
Publications
  • 2021
    Title Composite Memristors by Nanoscale Modification of Hf/Ta Anodic Oxides
    DOI 10.1021/acs.jpclett.1c02346
    Type Journal Article
    Author Zrinski I
    Journal The Journal of Physical Chemistry Letters
    Pages 8917-8923
    Link Publication
  • 2022
    Title COMBINATORIAL ANODIC MEMRISTORS ON VALVE METALS
    Type PhD Thesis
    Author Ivana Zrinski
    Link Publication
  • 2024
    Title Anodic Niobium-Titanium Oxide Crossbar Memristor Arrays for pH Sensing in Liquids
    DOI 10.1002/pssa.202300878
    Type Journal Article
    Author Atanasova E
    Journal physica status solidi (a)
  • 2024
    Title ELECTROCHEMICAL SURFACE AND INTERFACE TUNING OF Ti GROUP OXIDE FILMS
    Type PhD Thesis
    Author Dominik Knapic
    Link Publication
  • 2024
    Title Accelerating materials discovery: combinatorial synthesis, high-throughput characterization, and computational advances
    DOI 10.1080/27660400.2023.2292486
    Type Journal Article
    Author Mardare A
    Journal Science and Technology of Advanced Materials: Methods
  • 2024
    Title Interfacial Resistive Switching of Niobium-Titanium Anodic Memristors with Self-Rectifying Capabilities.
    DOI 10.3390/nano14040381
    Type Journal Article
    Author Knapic D
    Journal Nanomaterials (Basel, Switzerland)
  • 2023
    Title Anodic HfO2 crossbar arrays for hydroxide-based memristive sensing in liquids Original scientific paper
    DOI 10.5599/jese.1644
    Type Journal Article
    Author Knapic D
    Journal Journal of Electrochemical Science and Engineering
  • 2023
    Title Coexistence of memory and threshold resistive switching identified by combinatorial screening in niobium-tantalum system
    DOI 10.1016/j.apsusc.2022.155917
    Type Journal Article
    Author Minenkov A
    Journal Applied Surface Science
  • 2024
    Title Electrolyte Influence on Properties of Ultra-Thin Anodic Memristors on Titanium
    DOI 10.3390/coatings14040446
    Type Journal Article
    Author Atanasova E
    Journal Coatings
  • 2021
    Title Electrolyte-Dependent Modification of Resistive Switching in Anodic Hafnia
    DOI 10.3390/nano11030666
    Type Journal Article
    Author Zrinski I
    Journal Nanomaterials
    Pages 666
    Link Publication
  • 2021
    Title Phosphate incorporation in anodic hafnium oxide memristors
    DOI 10.1016/j.apsusc.2021.149093
    Type Journal Article
    Author Zrinski I
    Journal Applied Surface Science
    Pages 149093
    Link Publication
  • 2021
    Title Influence of electrolyte selection on performance of tantalum anodic oxide memristors
    DOI 10.1016/j.apsusc.2021.150608
    Type Journal Article
    Author Zrinski I
    Journal Applied Surface Science
    Pages 150608
    Link Publication
  • 2022
    Title Impact of Electrolyte Incorporation in Anodized Niobium on Its Resistive Switching
    DOI 10.3390/nano12050813
    Type Journal Article
    Author Zrinski I
    Journal Nanomaterials
    Pages 813
    Link Publication
  • 2022
    Title Mixed anodic oxides for forming-free memristors revealed by combinatorial screening of hafnium-tantalum system
    DOI 10.1016/j.apmt.2021.101270
    Type Journal Article
    Author Zrinski I
    Journal Applied Materials Today
    Pages 101270
    Link Publication
  • 2022
    Title Memristive Characteristics of Composite Hafnium/Tantalum Anodic Oxides
    DOI 10.1002/pssa.202100751
    Type Journal Article
    Author Zrinski I
    Journal physica status solidi (a)
    Link Publication
  • 2022
    Title Threshold Switching in Forming-Free Anodic Memristors Grown on Hf–Nb Combinatorial Thin-Film Alloys
    DOI 10.3390/nano12223944
    Type Journal Article
    Author Zrinski I
    Journal Nanomaterials
    Pages 3944
    Link Publication
Scientific Awards
  • 2022
    Title JKU Young Researcher' Award
    Type Research prize
    Level of Recognition National (any country)

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