Machine learning accelerates plasma mirror design for high-power lasers

Plasma mirrors capable of withstanding the intensity of powerful lasers are being designed through an emerging machine ...
IEEE

A Robust and Efficient Machine Learning Framework for Enhancing Early Detection of Android Malware

Abstract: The advancement of information technology has introduced new challenges in cybersecurity, especially related to the Android platform which is the main target of malicious software (malware) ...
IEEE

A Physics-Informed Machine Learning Framework for Permafrost Stability Assessment

Abstract: Global warming accelerates permafrost degradation, compromising the reliability of critical infrastructure relied upon by over five million people daily. Additionally, permafrost thaw ...
Microsoft

Knowledge‐Guided Machine Learning for Operational Flood Forecasting

We present a knowledge‐guided machine learning framework for operational hydrologic forecasting at the catchment scale. Our approach, a Factorized Hierarchical Neural Network (FHNN), has two main ...