IEEE

DDoS Attack Detection in Consumer IoT-Based Healthcare Systems Using Improved Off-Policy Proximal Policy Optimization and Generative Adversarial Network

Abstract: Distributed denial of service (DDoS) attacks threaten the reliability of consumer IoT-based healthcare systems. However, traditional DDoS detection methods often struggle with feature ...
IEEE

Bayesian-Driven Optimization of MDCNN-LSTM-RSA: A New Model for Predicting Aeroengine RUL

Abstract: Accurate estimation of remaining useful life (RUL) in aeroengines is essential for improving safety, reducing operational costs, and optimizing maintenance strategies within the aviation ...
Nature

A machine learning perspective on three decades of methanol synthesis: research framework and experimental operation insights

We gratefully acknowledge Dr. Xuzhao Liu from the Department of Materials at the University of Manchester for his insightful discussions and technical support regarding the machine learning ...
PNAS

AI-driven design of multiprincipal element alloys for optimal water splitting

Contributed by William A. Goddard III; received February 25, 2025; accepted June 2, 2025; reviewed by Rutger A. van Santen and Dierk Raabe In this work, we develop a machine learning framework by ...
GitHub

A Trip Through The Graphics Pipeline - All (Short Version).pdf

A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning - 12th Dec 2016 (bayopt).pdf A Versatile Graph ...