ChatGPT based method for obtaining repeatable and quantitative colorimetric measurements
The rise of artificial intelligence (AI) applications in the modern industry has been shown to boost productivity in many sectors such as manufacturing, mining, finance, marketing, pharmacy, textiles, and a few more industries. AI is a neural network system that is wired to learn by interacting with...
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| Language: | English |
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Elsevier
2025-12-01
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| Series: | MethodsX |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S2215016125003693 |
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| author | Morena Xaba Sivuyisiwe Mapukata Teboho Mokhena |
| author_facet | Morena Xaba Sivuyisiwe Mapukata Teboho Mokhena |
| author_sort | Morena Xaba |
| collection | DOAJ |
| description | The rise of artificial intelligence (AI) applications in the modern industry has been shown to boost productivity in many sectors such as manufacturing, mining, finance, marketing, pharmacy, textiles, and a few more industries. AI is a neural network system that is wired to learn by interacting with humans and by repetition of tasks. A sub-category of AI common to many ordinary citizens is the Chat Generative Pre-training Transformer (ChatGPT) a program of OpenAI Global, LLC., that generates human-like dialogue and responses from the user input.• ChatGPT can be used to determine colorimetric values for the assessment of environmental pollutants such as congo red (CR) and coomassie brilliant blue (CBB) and prove its ability for consistent reproducibility.• Several color models have been developed such as CIE Lab, RGB, and Xyz to quantify colors.• We used ChatGPT, in conjunction with Color Grab which is an Android app, to quantitatively determine the RGB values of the pollutant solutions, and investigated the color difference ΔE, as well as the hue and chroma that facilitates the color absorption of the pollutants.• The results from ChatGPT and Color Grab were confirmed with the well-established ultra-violet visible (UV–Vis) spectrophotometer. |
| format | Article |
| id | doaj-art-e43f0ad7d2d8404b922d64707bc4d88f |
| institution | Matheson Library |
| issn | 2215-0161 |
| language | English |
| publishDate | 2025-12-01 |
| publisher | Elsevier |
| record_format | Article |
| series | MethodsX |
| spelling | doaj-art-e43f0ad7d2d8404b922d64707bc4d88f2025-07-27T04:55:48ZengElsevierMethodsX2215-01612025-12-0115103525ChatGPT based method for obtaining repeatable and quantitative colorimetric measurementsMorena Xaba0Sivuyisiwe Mapukata1Teboho Mokhena2Corresponding author.; DSTI/Mintek Nanotechnology Innovation Centre, Advanced Materials Division, Mintek, 200 Malibongwe Drive, Randburg 2194, South AfricaDSTI/Mintek Nanotechnology Innovation Centre, Advanced Materials Division, Mintek, 200 Malibongwe Drive, Randburg 2194, South AfricaDSTI/Mintek Nanotechnology Innovation Centre, Advanced Materials Division, Mintek, 200 Malibongwe Drive, Randburg 2194, South AfricaThe rise of artificial intelligence (AI) applications in the modern industry has been shown to boost productivity in many sectors such as manufacturing, mining, finance, marketing, pharmacy, textiles, and a few more industries. AI is a neural network system that is wired to learn by interacting with humans and by repetition of tasks. A sub-category of AI common to many ordinary citizens is the Chat Generative Pre-training Transformer (ChatGPT) a program of OpenAI Global, LLC., that generates human-like dialogue and responses from the user input.• ChatGPT can be used to determine colorimetric values for the assessment of environmental pollutants such as congo red (CR) and coomassie brilliant blue (CBB) and prove its ability for consistent reproducibility.• Several color models have been developed such as CIE Lab, RGB, and Xyz to quantify colors.• We used ChatGPT, in conjunction with Color Grab which is an Android app, to quantitatively determine the RGB values of the pollutant solutions, and investigated the color difference ΔE, as well as the hue and chroma that facilitates the color absorption of the pollutants.• The results from ChatGPT and Color Grab were confirmed with the well-established ultra-violet visible (UV–Vis) spectrophotometer.http://www.sciencedirect.com/science/article/pii/S2215016125003693ChatGPTColorimetryUV-VisColor GrabChromaticityColor differences |
| spellingShingle | Morena Xaba Sivuyisiwe Mapukata Teboho Mokhena ChatGPT based method for obtaining repeatable and quantitative colorimetric measurements MethodsX ChatGPT Colorimetry UV-Vis Color Grab Chromaticity Color differences |
| title | ChatGPT based method for obtaining repeatable and quantitative colorimetric measurements |
| title_full | ChatGPT based method for obtaining repeatable and quantitative colorimetric measurements |
| title_fullStr | ChatGPT based method for obtaining repeatable and quantitative colorimetric measurements |
| title_full_unstemmed | ChatGPT based method for obtaining repeatable and quantitative colorimetric measurements |
| title_short | ChatGPT based method for obtaining repeatable and quantitative colorimetric measurements |
| title_sort | chatgpt based method for obtaining repeatable and quantitative colorimetric measurements |
| topic | ChatGPT Colorimetry UV-Vis Color Grab Chromaticity Color differences |
| url | http://www.sciencedirect.com/science/article/pii/S2215016125003693 |
| work_keys_str_mv | AT morenaxaba chatgptbasedmethodforobtainingrepeatableandquantitativecolorimetricmeasurements AT sivuyisiwemapukata chatgptbasedmethodforobtainingrepeatableandquantitativecolorimetricmeasurements AT tebohomokhena chatgptbasedmethodforobtainingrepeatableandquantitativecolorimetricmeasurements |