Infrared (IR) Spectroscopy

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New Machine Learning Approach to Estimate Prediction Uncertainty © By Hafiz-chronicles-stock.adobe.com
Smarter Spectroscopy With a New Machine Learning Approach to Estimate Prediction Uncertainty

August 27th 2025

A new study demonstrates how a machine learning technique, quantile regression forest, can provide both accurate predictions and sample-specific uncertainty estimates from infrared spectroscopic data. The work was applied to soil and agricultural samples, highlighting its value for chemometric modeling.

Plant-based milk options like almond soy and coconut emphasizing the trend of choosing vegan dairy alternatives for a more sustainable and health-focused lifestyle. | Image Credit: © CinimaticWorks - stock.adobe.com.
Infrared Spectroscopy Emerges as Key Tool for Identifying Plant-Based Milk Alternatives

August 26th 2025

Earle K. Plyler (c. 1962)
Earle K. Plyler: Setting the Standard in Infrared Spectroscopy

August 26th 2025

Unsolved Problems in Spectroscopy - Part 5
Error Bars in Chemometrics: What Do They Really Mean?

August 25th 2025

How Colorants Complicate Raman Spectroscopy of Microplastics: New Insights from Environmental Research © John -chronicles-stock.adobe.com
How Colorants Complicate Raman Spectroscopy of Microplastics: New Insights from Environmental Research

August 20th 2025

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