Manchester MXene UV/Vis Faculty Workflow

Workflow faculty UV/Vis quantitativo su dieci spettri MXene misurati.

Indice

Tipo di demo

Generatormanchester_uvvis_faculty 1.0.1
CategoriaSpectroscopy / UV-Vis
Datidieci spettri MXene misurati, baseline control e PDF di laboratorio.

1. Obiettivo

Costruire una famiglia UV/Vis quantitativa da spettri misurati, calibrare a una lunghezza d'onda scelta e verificare il risultato su un campione lasciato fuori dal fit.

Workflow Manchester UVVis
Il demo separa gli spettri misurati, la costruzione della family e la validazione held-out.

2. Workflow

  1. Importare i dieci CSV come spectrum.scientific absorbance Datasets su 200–1000 nm.
  2. Ricavare le concentrazioni dal PDF di laboratorio.
  3. Costruire una spectrum.family.
  4. Eseguire Spectral Family Quantitation a 322 nm.
  5. Usare nove standard e tenere sample 9 come held-out.
  6. Controllare fit, residuals, risultato held-out e graph variants.

3. Baseline control

Il baseline-control CSV va preservato separatamente. La sorgente non dimostra che gli absorbance values dei sample siano già stati corretti con quel controllo.

4. Cosa insegna

Riferimento tecnico completo

Faculty guide

Faculty guide

Import the ten measured sample CSVs as spectrum.scientific absorbance Datasets over 200 to 1000 nm. Form a spectrum.family with concentrations from the laboratory PDF, run internal UV/Vis Spectral Family Quantitation at 322 nm and hold out sample 9. Inspect the nine-standard fit, residuals, the known held-out result and all three graph variants. Preserve the baseline-control CSV separately: the source does not establish whether sample absorbances already incorporate its correction. A complete analyzed faculty Session is distributed separately under DEMO/SESSION.

Rights and provenance

Rights and provenance

James Bird (2022), University of Manchester Figshare, DOI 10.48420/21354474.v1, CC BY 4.0. Attribution and original measurement files are retained. The exact instrument model is not established by the source.

Generator descriptor

; GX-TXT Session Generator API v1
[generator]
api_version=1
generator_id=manchester_uvvis_faculty
name=Manchester MXene UV/Vis quantitative family
category=Spectroscopy / UV-Vis
description=Ten real measured full-range MXene spectra, baseline control and laboratory PDF.
version=1.0.1
generator_type=python
entry_point=generate.py
author=Giux-Lab
required_capabilities=Python 3;GX-TXT Session
suggested_session_name=manchester_uvvis_faculty
expected_purpose=Stage the exact rights-audited measured sources for a full faculty analysis.
files_produced=raw/;FACULTY_GUIDE.md;RIGHTS.md