Harmonised methods

One technique, many reported names.

Browse reviewed technique groups that connect FTIR with IR and ATR-FTIR, PXRD with XRD terminology, and other spelling or abbreviation variants—without discarding measurement geometry or purpose.

40technique groups
14,556mapped measurements
84%measurement coverage
High-level grouping, raw detail preserved

A combined “SEM and TEM” measurement can appear in both technique groups. ATR, transmission and diffuse-reflectance IR share a parent but retain their subtype. Technique counts therefore overlap and should not be summed.

X-ray diffraction and scattering

XRD, PXRD, SCXRD and grazing-incidence diffraction/scattering, with geometry retained as a subtype.

823 papers2,144 measurements9,251 results
Powder · 1346Single crystal · 400Refinement · 322Unspecified subtype · 313
Common source labels

Powder X-ray diffraction · powder X-ray diffraction · Powder X-ray diffraction (PXRD)

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Scanning electron microscopy

SEM and FE-SEM imaging, including cross-sections and morphology analysis.

626 papers1,262 measurements2,935 results
Unspecified subtype · 1262
Common source labels

SEM · Scanning electron microscopy (SEM) · SEM and TEM

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Electrical conductivity

Two- and four-contact conductivity, current-voltage and van der Pauw measurements.

520 papers1,789 measurements5,450 results
Unspecified subtype · 647Four contact · 543Two contact · 518Variable temperature · 215
Common source labels

two-contact-probe electrical conductivity from linear regression of J-E curves · variable-temperature two-contact I-V curves fitted to Arrhenius law · Four-point probe conductivity

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Infrared spectroscopy

IR, FTIR, ATR-FTIR, transmission IR and diffuse-reflectance variants.

495 papers797 measurements2,544 results
Unspecified subtype · 579ATR · 135Diffuse reflectance · 52In situ / operando · 45
Common source labels

FT-IR spectroscopy · FTIR spectroscopy · FTIR

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X-ray photoelectron spectroscopy

XPS survey, core-level, valence-band and fitted-component measurements.

487 papers820 measurements4,141 results
Unspecified subtype · 820
Common source labels

X-ray photoelectron spectroscopy (XPS) · X-ray photoelectron spectroscopy · XPS

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Gas sorption and porosity

Gas adsorption/desorption, BET, BJH and pore-size analyses.

446 papers892 measurements2,640 results
Nitrogen sorption · 812Surface area · 267Other gas sorption · 53Water / vapour sorption · 39
Common source labels

N2 adsorption-desorption; BET, t-plot and BJH analyses · N2 adsorption isotherm · N2 adsorption isotherm and BET surface area

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Voltammetry

Cyclic, linear-sweep, differential-pulse, square-wave and stripping voltammetry.

441 papers1,693 measurements6,714 results
Cyclic voltammetry · 1161Linear sweep · 385Differential pulse · 146Square wave · 20
Common source labels

Cyclic voltammetry · cyclic voltammetry · Cyclic voltammetry (CV)

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Impedance spectroscopy

Electrical and electrochemical impedance, dielectric and equivalent-circuit measurements.

397 papers995 measurements4,441 results
Unspecified subtype · 995
Common source labels

Electrochemical impedance spectroscopy (EIS) · electrochemical impedance spectroscopy · Electrochemical impedance spectroscopy

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UV-visible and optical absorption spectroscopy

UV-vis, UV-vis-NIR, optical absorption, diffuse-reflectance and Tauc/Kubelka-Munk variants.

370 papers694 measurements2,147 results
Tauc / Kubelka-Munk · 298Unspecified subtype · 278Near infrared · 216Diffuse reflectance · 164
Common source labels

UV-vis absorption spectroscopy · DR-UV-vis-NIR plus DRIFTS, Tauc analysis · UV-vis spectroscopy

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Elemental microanalysis and mapping

EDS/EDX mapping and related microscope-coupled elemental analysis.

359 papers559 measurements1,800 results
Unspecified subtype · 559
Common source labels

SEM and EDS mapping · Energy-dispersive X-ray spectroscopy (EDS) · SEM, TEM and EDS mapping

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Thermogravimetric analysis

TGA, DTG and coupled thermogravimetric measurements.

354 papers553 measurements1,524 results
Unspecified subtype · 553
Common source labels

Thermogravimetric analysis · thermogravimetric analysis · Thermogravimetric analysis (TGA)

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Density functional theory

DFT electronic-structure, geometry, energetics and derived-property calculations.

304 papers895 measurements4,247 results
Unspecified subtype · 895
Common source labels

spin-polarised DFT magnetic moment · DFT in VASP; PBEsol structural relaxation and single-point HSE06 electronic properties · DFT band structure and PDOS

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Bulk elemental and compositional analysis

Combustion elemental analysis, ICP, atomic absorption, XRF and related bulk-composition methods.

209 papers399 measurements1,946 results
Combustion / CHN · 224ICP · 185Unspecified subtype · 23Atomic absorption · 19
Common source labels

Elemental analysis · ICP-MS · ICP-OES

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Galvanostatic cycling

Constant-current charge-discharge, chronopotentiometry and galvanostatic cycling protocols.

194 papers725 measurements3,692 results
Charge-discharge cycling · 549Constant current · 483Chronopotentiometry · 49
Common source labels

galvanostatic charge-discharge (GCD) · galvanostatic charge-discharge · Galvanostatic cycling

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Raman spectroscopy

Conventional, resonance, variable-temperature and in-situ Raman methods.

167 papers233 measurements784 results
Unspecified subtype · 233
Common source labels

Raman spectroscopy · FT-IR and Raman spectroscopy · FTIR and Raman spectroscopy

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Electron paramagnetic resonance

EPR/ESR and related spin-resonance measurements.

118 papers183 measurements580 results
Unspecified subtype · 183
Common source labels

EPR spectroscopy · Electron paramagnetic resonance (EPR) · Electron paramagnetic resonance spectroscopy

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Atomic force microscopy

AFM topography, thickness, roughness and force-derived measurements.

117 papers223 measurements735 results
Unspecified subtype · 223
Common source labels

SEM and AFM · AFM thickness measurement · Atomic force microscopy (AFM)

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Chronoamperometry

Current-time measurements at fixed applied potential.

109 papers225 measurements1,061 results
Unspecified subtype · 225
Common source labels

Chronoamperometry · chronoamperometry · chronoamperometry / Cottrell analysis

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Photoluminescence and fluorescence spectroscopy

Steady-state and time-resolved photoluminescence, fluorescence and emission-lifetime measurements.

83 papers173 measurements632 results
Unspecified subtype · 98Time resolved · 48Fluorescence sensing · 21Quantum yield · 6
Common source labels

Photoluminescence spectroscopy · solid-state fluorescence / photoluminescence · diffuse-reflectance UV-vis and photoluminescence spectroscopy; Tauc analysis

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X-ray absorption spectroscopy

XAS, XANES and EXAFS measurements across reported absorption edges.

79 papers134 measurements576 results
Unspecified subtype · 134
Common source labels

Cu K-edge XANES/EXAFS · Ni K-edge XANES/EXAFS · Zn K-edge EXAFS/XANES with FEFF fitting

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Tafel and polarisation analysis

Tafel slopes, potentiodynamic polarisation and Koutecky-Levich kinetic analyses.

76 papers196 measurements683 results
Tafel · 183Koutecky-Levich · 15Potentiodynamic polarisation · 5
Common source labels

Tafel analysis · RDE OER electrochemistry: LSV, Tafel, CV Cdl, EIS · OER polarisation and Tafel analysis

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Nuclear magnetic resonance

Solution and solid-state NMR measurements.

72 papers138 measurements538 results
Unspecified subtype · 138
Common source labels

Quantitative 1H NMR and TGA purity analysis · 7Li solid-state MAS NMR inversion-recovery T1 · 1H NMR and powder X-ray diffraction (PXRD)

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Magnetometry and magnetic susceptibility

SQUID/VSM magnetometry, magnetic susceptibility, magnetisation and Curie-Weiss analyses.

71 papers156 measurements561 results
Unspecified subtype · 70SQUID · 64Field dependent / hysteresis · 16VSM · 14
Common source labels

UV-vis absorption in DMF and room-temperature magnetic susceptibility · Elemental analysis, IR (KBr), UV-visible (Nujol), magnetic susceptibility, decomposition point · Diffuse reflectance spectra and Gouy magnetic susceptibility

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Photoresponse and photoelectrochemistry

Photocurrent, photoelectrochemical response, photodetector and IPCE/EQE measurements.

67 papers150 measurements452 results
Unspecified subtype · 49Transient / chopped light · 38Photoelectrochemistry · 22Photodetector · 21
Common source labels

transient photocurrent · Linear sweep voltammetry photocurrent · Transient photocurrent response

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Calorimetry and thermal analysis

DSC, DTA, calorimetry, heat-capacity and specific-heat measurements.

61 papers107 measurements418 results
Differential thermal analysis · 55Differential scanning calorimetry · 46Heat capacity · 6Unspecified subtype · 1
Common source labels

TGA-DTA/DTG using Perkin Elmer Diamond Thermal Analyzer · thermogravimetric analysis / differential thermal analysis (TG/DTA) · TGA/DTA

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Contact angle and wettability

Sessile-drop, water/electrolyte contact-angle, wettability and OWRK surface-energy analyses.

55 papers82 measurements208 results
Water · 39Unspecified subtype · 31Electrolyte · 6Surface energy · 5
Common source labels

water contact angle · Water contact angle · Contact angle goniometry

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Ultraviolet photoelectron spectroscopy

UPS and photoelectron-yield measurements used for frontier-level estimates.

45 papers65 measurements226 results
Unspecified subtype · 65
Common source labels

Ultraviolet photoelectron spectroscopy (UPS) · ultraviolet photoelectron spectroscopy · Ultraviolet photoelectron spectroscopy

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Hall-effect measurements

Hall coefficient, carrier density and Hall mobility measurements.

37 papers60 measurements257 results
Unspecified subtype · 60
Common source labels

Hall effect measurement, five-probe method in Quantum Design PPMS-Evercool II · Hall effect measurement · van der Pauw method (Lakeshore Hall Testing System)

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Dynamic light scattering and zeta potential

Colloidal particle size, hydrodynamic diameter, electrophoretic mobility and zeta-potential measurements.

33 papers52 measurements182 results
Zeta potential · 31Dynamic light scattering · 24Electrophoretic mobility · 3Hydrodynamic diameter · 1
Common source labels

Dynamic light scattering · zeta potential · Zeta potential

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Electron diffraction

Three-dimensional electron diffraction, cRED, MicroED and related structure-solution methods.

33 papers47 measurements269 results
Unspecified subtype · 18Refinement / structure solution · 13MicroED · 12Continuous rotation · 11
Common source labels

3D electron diffraction; ab initio solution and SHELXL refinement · PXRD and MicroED/Pawley structural analysis · AC-HRTEM and electron diffraction

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Field-effect transistor measurements

FET, TFT and transistor transfer/output characterisation.

33 papers98 measurements504 results
Unspecified subtype · 98
Common source labels

BG-TC TFT transfer/output characterization · Agilent 4155C semiconductor parameter analyser; top-contact bottom-gate OFET · field-effect transistor transfer measurement

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Space-charge-limited current analysis

SCLC and Mott-Gurney current-voltage analyses used to estimate carrier mobility and trap behaviour.

33 papers58 measurements359 results
Mott-Gurney · 22Unspecified subtype · 22Trap analysis · 12Hole-only · 7
Common source labels

Space-charge limited current (SCLC) mobility extraction · SCLC hole-only device fitting · Space-charge-limited-current analysis using Mott-Gurney equation

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Seebeck and thermopower measurements

Seebeck coefficient, thermovoltage and thermopower measurements.

30 papers85 measurements267 results
Unspecified subtype · 85
Common source labels

Seebeck coefficient measurement · Elemental analysis plus 300 K electrical conductivity, Seebeck coefficient and power factor · Four-probe electrical conductivity with Loresta-GX MCP-T700; lab-made Seebeck setup with Peltier plates

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Molecular dynamics

Classical and first-principles molecular-dynamics simulations.

28 papers89 measurements296 results
Unspecified subtype · 89
Common source labels

Axial water diffusion coefficient Dz from MD mean-square displacement slope · MD water density during M-HAB equilibration · AIMD with CP2K plus pre-equilibrated GROMACS MD

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Mott-Schottky analysis

Capacitance-potential Mott-Schottky measurements and simulations used for flat-band and carrier analyses.

28 papers49 measurements150 results
Unspecified subtype · 37Simulation · 6Flat-band analysis · 3Frequency dependent · 3
Common source labels

Mott-Schottky analysis · SCAPS-1D capacitance-voltage / Mott-Schottky simulation · Mott-Schottky plot

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Terahertz spectroscopy

THz time-domain and optical-pump terahertz-probe spectroscopy, including photoconductivity fits.

24 papers85 measurements398 results
Optical-pump THz-probe · 51Drude / Drude-Smith · 39THz time-domain · 16Variable temperature · 6
Common source labels

Frequency-resolved complex THz photoconductivity fitted by Drude-Smith model · Optical-pump terahertz-probe (OPTP) photoconductivity dynamics · Time-resolved terahertz spectroscopy (TRTS)

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Transient absorption spectroscopy

Femtosecond, nanosecond, flash-photolysis and transient-absorption microscopy variants.

19 papers41 measurements157 results
Femtosecond · 21Unspecified subtype · 16Nanosecond · 2Flash photolysis · 1
Common source labels

ultrafast transient absorption · Femtosecond optical transient absorption (OTA) spectroscopy · Femtosecond ultrafast transient absorption spectroscopy

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Mossbauer spectroscopy

Mossbauer measurements, including isotope-labelled and variable-temperature variants.

17 papers29 measurements109 results
Unspecified subtype · 29
Common source labels

57Fe Mossbauer spectroscopy · 57Fe Moessbauer spectroscopy with Lorentzian fitting · Iron-57 Mossbauer spectroscopy

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Thermal transport measurements

Thermal conductivity and diffusivity measurements, including TDTR and laser-flash methods.

10 papers15 measurements66 results
Thermal conductivity · 13Thermal diffusivity · 1TDTR · 1
Common source labels

Temperature-dependent conductivity, Seebeck coefficient, thermal conductivity and calculated ZT · Electrical conductivity, Seebeck coefficient, Raman thermometry thermal conductivity, power factor and zT · Steady-state thermal conductivity measurement.

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