Electrochemistry Application — Discovery of Dual Ion-Electron Conductivity of Metal-Organic Frameworks via Machine Learning-Guided Experimentation

Measurement evidence

Electrochemistry Application

Discovery of Dual Ion-Electron Conductivity of Metal-Organic Frameworks via Machine Learning-Guided Experimentation · Bashiri R., Lawson P.S., He S. et al. · Chemistry of Materials · 2025 · 1143-1153

7 measurement groups · 19 results

Reported values remain attached to the sample, method, conditions, extraction quality and source location that produced them.

Cyclic voltammetry

H2L linker in 0.1 M KOH for CV · Electrode

0.1 M KOH; glassy carbon working electrode, Pt wire auxiliary electrode, Ag/AgCl reference; scan rate 100 mV s-1; potential window -0.8 to 0.8 V stated for electrochemical measurements.

Atmosphere
N2-purged electrolyte with nitrogen blanket
Geometry
three-electrode electrochemical cell
Context
linker control
Measurement source
S11 · Working Electrode Preparation for Cyclic Voltammetry · Figure S9
PropertyReported valueNormalised valueUncertaintyOrigin and qualitySource
H2L CV oxidation peak current2.423 microA at 0.14 V vs Ag/AgClText
Exact Reported
1148 · 4.2.2 Optical and Electrical Properties · Figure S9
H2L CV oxidation peak potential0.14 V vs Ag/AgClText
Exact Reported
1148 · 4.2.2 Optical and Electrical Properties · Figure S9
H2L CV reduction peak current-2.687 microA at 0.01 V vs Ag/AgClText
Exact Reported
1148 · 4.2.2 Optical and Electrical Properties · Figure S9
H2L CV reduction peak potential0.01 V vs Ag/AgClText
Exact Reported
1148 · 4.2.2 Optical and Electrical Properties · Figure S9

Cyclic voltammetry

MOF 1 glassy-carbon working electrode slurry · Electrode

0.1 M KOH; three-electrode configuration; scan rate 100 mV s-1; potential window -0.8 to 0.8 V; working-electrode preparation in SI.

Atmosphere
N2-purged electrolyte with nitrogen blanket
Geometry
three-electrode electrochemical cell
Context
pristine framework
Measurement source
S11 · Working Electrode Preparation for Cyclic Voltammetry · Figure S10
PropertyReported valueNormalised valueUncertaintyOrigin and qualitySource
MOF 1 cathodic peak potential-0.31 VText
Exact Reported
1149 · 4.2.2 Optical and Electrical Properties · Figure S10

Electrochemical impedance spectroscopy (EIS)

MOF 1 as-synthesised crystals/pellet · Pellet

Gamry 1010E with FRA; 0.1 Hz to 100 kHz; two-electrode configuration; 10 mV amplitude; fitted with [Rs(R1Q)(R2Q)([R3W]CR4)] equivalent circuit.

Temperature
298
Atmosphere
room temperature; electrolyte/medium details not fully specified in main text
Geometry
two-electrode EIS
Context
pristine framework
Measurement source
S12 · Equivalent circuit of fitting the electrochemical impedance spectroscopy data · Table S4
PropertyReported valueNormalised valueUncertaintyOrigin and qualitySource
MOF 1 equivalent-circuit R12.97E+06 ohmSI Table
Exact Reported
S12 · Equivalent circuit fitting · Table S4
MOF 1 equivalent-circuit R28.00E+05 ohmSI Table
Exact Reported
S12 · Equivalent circuit fitting · Table S4
MOF 1 equivalent-circuit R33.80E+06 ohmSI Table
Exact Reported
S12 · Equivalent circuit fitting · Table S4
MOF 1 equivalent-circuit R42.04E+05 ohmSI Table
Exact Reported
S12 · Equivalent circuit fitting · Table S4
MOF 1 equivalent-circuit Rs2.25E+03 ohmSI Table
Exact Reported
S12 · Equivalent circuit fitting · Table S4

Mott-Schottky analysis

MOF 1 activated/vacuum-dried pellet · Pellet

1/C2 plotted against applied potential using real impedance at 1 kHz in dark conditions; flat-band potential from x-axis extrapolation.

Atmosphere
dark conditions
Geometry
photoelectrode/electrolyte interface
Context
pristine framework
Measurement source
1149 · 4.2.2 Optical and Electrical Properties · Figure 7a
PropertyReported valueNormalised valueUncertaintyOrigin and qualitySource
MOF 1 flat-band potential0.61 VText
Exact Reported
1149 · 4.2.2 Optical and Electrical Properties · Figure 7a

Cyclic voltammetry

MOF 2 glassy-carbon working electrode slurry · Electrode

0.1 M KOH; three-electrode configuration; scan rate 100 mV s-1; potential window -0.8 to 0.8 V; working-electrode preparation in SI.

Atmosphere
N2-purged electrolyte with nitrogen blanket
Geometry
three-electrode electrochemical cell
Context
pristine framework
Measurement source
S11 · Working Electrode Preparation for Cyclic Voltammetry · Figure S10
PropertyReported valueNormalised valueUncertaintyOrigin and qualitySource
MOF 2 cathodic peak potential-0.24 VText
Exact Reported
1149 · 4.2.2 Optical and Electrical Properties · Figure S10

Electrochemical impedance spectroscopy (EIS)

MOF 2 as-synthesised crystals/pellet · Pellet

Gamry 1010E with FRA; 0.1 Hz to 100 kHz; two-electrode configuration; 10 mV amplitude; fitted with [Rs(R1Q)(R2Q)([R3W]CR4)] equivalent circuit.

Temperature
298
Atmosphere
room temperature; electrolyte/medium details not fully specified in main text
Geometry
two-electrode EIS
Context
pristine framework
Measurement source
S12 · Equivalent circuit of fitting the electrochemical impedance spectroscopy data · Table S4
PropertyReported valueNormalised valueUncertaintyOrigin and qualitySource
MOF 2 equivalent-circuit R18.00E+05 ohmSI Table
Exact Reported
S12 · Equivalent circuit fitting · Table S4
MOF 2 equivalent-circuit R24.87E+04 ohmSI Table
Exact Reported
S12 · Equivalent circuit fitting · Table S4
MOF 2 equivalent-circuit R35.64E+05 ohmSI Table
Exact Reported
S12 · Equivalent circuit fitting · Table S4
MOF 2 equivalent-circuit R41.41E+05 ohmSI Table
Exact Reported
S12 · Equivalent circuit fitting · Table S4
MOF 2 equivalent-circuit Rs1.60E+03 ohmSI Table
Exact Reported
S12 · Equivalent circuit fitting · Table S4
MOF 2 lower charge-transfer resistance by EISMarked as a best value within this papersmaller semicircular arc compared to 1Qualitative
Qualitative
1149 · 4.2.2 Optical and Electrical Properties · Figure 5b; Table S4

Mott-Schottky analysis

MOF 2 activated/vacuum-dried pellet · Pellet

1/C2 plotted against applied potential using real impedance at 1 kHz in dark conditions; flat-band potential from x-axis extrapolation.

Atmosphere
dark conditions
Geometry
photoelectrode/electrolyte interface
Context
pristine framework
Measurement source
1149 · 4.2.2 Optical and Electrical Properties · Figure 7b
PropertyReported valueNormalised valueUncertaintyOrigin and qualitySource
MOF 2 flat-band potential0.9 VText
Rounded Reported
1149 · 4.2.2 Optical and Electrical Properties · Figure 7b