cMOF Evidence Base
Computational Modelling — MOF-Assimilated High-Sensitive Organic Field-Effect Transistors for Rapid Detection of a Chemical Warfare Agent

Measurement evidence

Computational Modelling

MOF-Assimilated High-Sensitive Organic Field-Effect Transistors for Rapid Detection of a Chemical Warfare Agent · Mallik S., Chand Pal S., Acharyya S. et al. · ACS Applied Materials and Interfaces · 2023 · 30580-30590

1 measurement group · 2 results

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

Linear discriminant analysis using scikit-learn in Python 3.6

CPO-27-Ni/pentacene bilayer OFET, 3000 rpm MOF coating · Thin Film

LDA used concentration, sensitivity, and response time from gas sensing as input features for a data set of 60 measurements.

Context
analysis of composite bilayer sensing data
Measurement source
p008 / article p.30587 · Results and Discussion · Figure 6e
PropertyReported valueNormalised valueUncertaintyOrigin and qualitySource
LDA DES cluster discriminationMarked as a best value within this paperDES points form a distinct cluster from other analytes——Text
Qualitative		p008 / article p.30587 · Results and Discussion · Figure 6e
LDA data set size60 measurements——Text
Exact Reported		p008 / article p.30587 · Results and Discussion · Figure 6e