IEEE

Test Suite Optimization Using Machine Learning Techniques: A Comprehensive Study

Abstract: Software testing is an essential yet costly phase of the software development lifecycle. While machine learning-based test suite optimization techniques have shown promise in reducing ...
C&EN

Enhancing Engine Performance and Sustainability: Gold Nanoparticles and Machine Learning for Biodiesel Optimization in Compression Ignition Systems

Nanotechnology and machine learning are transforming energy systems by enhancing engine efficiency and sustainability. The integration of advanced nanomaterials, such as gold nanoparticles (AuNPs), ...
Frontiers

Optimization method of electric vehicle energy system based on machine learning

College of Mechanical and Electronic Engineering, Shanghai Jianqiao University, Shanghai, China Introduction: To enhance energy management in electric vehicles (EVs), this study proposes an ...
GitHub

Machine Learning Systems Optimization

This repository contains optimizations for two critical components of modern machine learning systems: GPU-accelerated vector operations and distributed inference pipelines. High-performance ...
C&EN

Machine Learning-Driven Optimization of Continuous-Flow Photoredox Amine Synthesis

Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge CB3 0AS, United Kingdom Cambridge Centre for Advanced Research and Education in Singapore, CARES Ltd., 1 CREATE ...
IEEE

Robust Query Optimization in the Era of Machine Learning: State-of-the-Art and Future Directions

Abstract: Query optimizers are an essential component of database management systems (DBMSs) as they search for an execution plan that is expected to be optimal for a given query. However, they ...