The natural protein universe is vast, and yet, going beyond and designing new proteins not observed in nature can yield new ...

Nitrogen fertilizers used in agriculture contribute significantly to global warming. A new breeding concept, specifically for ...

In symbolic regression with formal constraints, the conventional formulation of regression problem is extended with desired properties of the target model, like symmetry, monotonicity, or convexity.

Genetic programming (GP) has become a promising machine-learning approach to feature learning in image classification. The representation of existing GP-based image classification methods is usually ...

We use genetic algorithms for the optimization of training set composition consisting of tens of thousands of small organic molecules. The resulting machine learning models are considerably more ...