OTHER
High-throughput robotic collection, imaging, and machine learning analysis of salt patterns: composition and concentration from dried droplet photos
Bruno C. Batista, S Amrutha, Jie Yan, Beni B. Dangi, Oliver Steinbock
- Year
- 2025
- Citations
- 9
- Access
- Open access
Abstract
A robotic drop imager collected over 23 000 images of dried drop stains to train a multi-layer perceptron capable of identifying salt type and concentration with >90% accuracy.
Keywords
ThroughputSalt (chemistry)Composition (language)Salt lakeArtificial intelligenceComputer scienceMachine learningChemistryGeologyArt
Related papers
OTHER
📊 26,957 cites
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
PERCEPTION
📊 22,245 cites
Artificial intelligence: a modern approach
1995
OTHER
Open access📊 20,501 cites
Fractional Differential Equations
Igor Podlubný
2025
OTHER
📊 18,993 cites
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991