Machine Learning for Materials Discovery - Numerical Recipes and Practical Applications

Focusing on the fundamentals of machine learning, this book covers broad areas of data-driven modeling, ranging from simple regression to advanced machine learning and optimization methods for applications in materials modeling and discovery.