Unit-free theorem pinpoints key variables for AI and physics models

Machine learning models are designed to take in data, to find patterns or relationships within those data, and to use what ...

Why AI Costs Are Spiraling—And How Smarter Workloads Can Fix It

At the heart of every AI workload lies a pipeline—the process of ingesting, transforming, training, and serving data. These ...

Machine Learning Can Forecast Which Stock Factors Will Outperform

Can machine learning predict which equity factors will outperform? A new study finds that machine learning models, especially ...
C&EN

Electrochromic Sensor Augmented with Machine Learning for Enzyme-Free Analysis of Antioxidants

Department of Physics, Sharif University of Technology, Tehran 11365-9161, Iran Department of Mechanical and Aerospace Engineering, Monash University, Clayton, VIC 3800, Australia ARC Research Hub for ...
IEEE

Machine Learning for the Control and Monitoring of Electric Machine Drives: Advances and Trends

Abstract: This review article systematically summarizes the existing literature on utilizing machine learning (ML) techniques for the control and monitoring of electric machine drives. It is ...
National Academies

Making Machine Learning Safer in High-Stakes Settings

Machine learning, a key enabler of artificial intelligence, is increasingly used for applications like self-driving cars, ...
IEEE

Machine Learning Operations (MLOps): Overview, Definition, and Architecture

Abstract: The final goal of all industrial machine learning (ML) projects is to develop ML products and rapidly bring them into production. However, it is highly challenging to automate and ...
C&EN

Experiment-Driven Atomistic Materials Modeling: A Case Study Combining X-Ray Photoelectron Spectroscopy and Machine Learning Potentials to Infer the Structure of Oxygen-Rich ...

Department of Physics, University of Warwick, Coventry CV4 7AL, U.K. Warwick Centre for Predictive Modelling, School of Engineering, University of Warwick, Coventry CV4 7AL, U.K. You are free to share ...