Publications by authors named "Adeline Larghi"
Article Synopsis
- Researchers developed a SAR (Structure-Activity Relationship) model to help identify new mosquito repellents from a dataset of 2,171 molecules, using detailed molecular descriptors as inputs.
- The best-performing model, a three-layer perceptron with a structure of 20/6/2, achieved 94% accuracy on training data and 89% on test data.
- This model was further utilized to predict the repellent effectiveness of new molecules, with two of them successfully tested in live organisms.
