Accelerated Organic Crystal Structure Prediction with Genetic Algorithms and Machine Learning. Amit Kadan * Amit Kadan. Good Chemistry Company, 1285 W Pender Street, Vancouver, British Columbia V6E ...

Opinion: Lidiya Mishchenko and Pooya Shoghi explain how to bridge a gap preventing successful patent claims to protect new ...

Feature selection (FS) is an essential technique widely applied in data mining. Recent studies have shown that evolutionary computing (EC) is very promising for FS due to its powerful search ...

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 ...

Genetic Algorithm. The flowchart of the GA used in feedback-based wavefront shaping is ... need further discussion and can be potentially improved. For example, in step 3 ... Optimization and ...

Designing an effective machine learning model for prediction or classification problem is a tedious endeavor. Significant time and expertise are needed to customize the model for a specific problem. A ...