InfoQ

Evaluating AI Agents in Practice: Benchmarks, Frameworks, and Lessons Learned

This article introduces practical methods for evaluating AI agents operating in real-world environments. It explains how to ...
IEEE

Adaptive Intermediate Class-Wise Distribution Alignment: A Universal Domain Adaptation and Generalization Method for Machine Fault Diagnosis

Abstract: Many transfer learning methods have been proposed to implement fault transfer diagnosis, and their loss functions are usually composed of task-related losses, distribution distance losses, ...
IEEE

Energy-Efficient Wind Turbine Operation via Multi-Class Blade Icing Recognition Using Mutual-Information Feature Selection and Ensemble Methods

Abstract: Icing on wind turbine blades not only degrades aerodynamic efficiency but also poses a significant risk to structural integrity. However, conventional sensor-based or image-based detection ...
GitHub

Computational Methods for Economists using Python, by Richard W. Evans

This repository contains the source material, code, and data for the book, Computational Methods for Economists using Python, by Richard W. Evans (2023). This book is freely available online as an ...