Windows Report

.NET 11 Preview 1 Is Live With Runtime Tweaks, C# Updates & MAUI Improvements

Microsoft has released .NET 11 Preview 1, bringing runtime enhancements, new C# features, MAUI improvements, and WebAssembly ...
IEEE

Adaptive SIREN-PINN with Principled Initialization: A Frequency-Aware and Singularity-Robust Framework for Solver-Free Acoustic Seismic Wave Modeling

Abstract: Physics-Informed Neural Networks (PINNs) have emerged as a promising approach for solving acoustic seismic wave equations in geophysical modeling. However, they often encounter challenges ...
IEEE

A Hybrid Machine Learning Framework for Water Quality Index Prediction Using Feature-Based Neural Network Initialization

Abstract: Accurate prediction of the Water Quality Index (WQI) is essential for protecting public health and managing freshwater resources. Existing models often rely on arbitrary weight ...