How AI's predictive power is helping to prevent deforestation

In the past decade, cloud-scale analytics tools have transformed the digital fight against deforestation. Instead of manual reviews of satellite images taking multiple months, land-use change can ...
EurekAlert!

Linking leaf traits to light: A new framework for predicting canopy optical behavior

A research team has developed a new way to measure and predict how plant leaves scatter and reflect light, revealing that ...
techtimes

Predictive Analytics Framework Slashes Data Center Energy Waste

Babasola Osibo's study demonstrates how machine learning and smart controls cut power use and enhance sustainability in energy-hungry data centers. At the heart of Osibo's framework are three ...
IEEE

Spatiotemporal Observer Design for Predictive Learning of High-Dimensional Data

Abstract: Although deep learning-based methods have shown great success in spatiotemporal predictive learning, the frameworks of those models are mainly designed by intuition. How to make ...
GitHub

PrePrompt: Predictive Prompting for Class-Incremental Learning

Figure 1: PrePrompt two-stage framework (left) and feature extrapolation mechanism (right). 🔥 Official PyTorch implementation of PrePrompt, a two-stage predictive prompting framework that enables pre ...
Scientific Research Publishing

Reinforcement Learning for Dynamic and Predictive CPU Resource Management in Cloud Computing ()

1 School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, USA. 2 Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA. As cloud ...
C&EN

A Universal Machine Learning Framework Driven by Artificial Intelligence for Ion Battery Cathode Material Design

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Graph neural networks for crystal property prediction typically require precise atomic ...
C&EN

Reinforcement Learning-Based Nonlinear Model Predictive Controller for a Jacketed Reactor: A Machine Learning Concept Validation Using Jetson Orin

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. In this research work authors have experimentally validated a blend of Machine ...