A clever use of machine learning guides researchers to a missing term that’s needed to accurately describe the dynamics of a complex fluid system. Physical theories and machine-learning (ML) models ...

FREE for a limited time. The most human-friendly book on machine learning with clear explanations and hands-on instruction.

Adversarial machine learning is a technique used in machine learning (ML) to fool or misguide a model with malicious input. While adversarial machine learning can be used in a variety of applications, ...

Building on the content from the previous chapters of this report, a guide is prepared to help state DOTs and other transportation agencies in identifying promising ML applications, assessing costs, ...

Machine learning (ML) aims to predict outcomes with greater accuracy and discern trends humans would likely miss when relying solely on conventional statistical methods. A machine learning algorithm ...