IEEE

Gradient-Driven Graph Neural Networks for Learning Digital and Hybrid Precoder

Abstract: The optimization of multi-user multi-input multi-output (MU-MIMO) precoders is a widely recognized challenging problem. In this paper, we develop a gradient-driven GNN design method for the ...
C&EN

DCGCN: Dual-Channel Graph Convolutional Network-Based Drug–Target Interaction Prediction Method with 3D Molecular Structure

College of Artificial Intelligence, Tianjin Normal University, Tianjin 300387, China Tianjin Key Laboratory of Wireless Mobile Communications and Power Transmission, Tianjin Normal University, Tianjin ...
IEEE

Enhancing ACPF Analysis: Integrating Newton-Raphson Method With Gradient Descent and Computational Graphs

Abstract: This paper presents a new method for enhancing Alternating Current Power Flow (ACPF) analysis. The method integrates the Newton-Raphson (NR) method with Enhanced-Gradient Descent (GD) and ...
GitHub

Provides a convenient way to intercept method- property- and accessor-calls of an object.

An interceptor can be initialized by passing an object to intercept. The constructor accepts a second, optional argument which specifies whether the object should be freezed on creation. This allows ...
Frontiers

Six decades of global coral bleaching monitoring: a review of methods and call for enhanced standardization and coordination

Coral bleaching poses a severe threat to the health and survival of global coral reef ecosystems, with recent events surpassing historical heat stress records. To address this crisis, improved ...
Apartment Therapy

I Tried the “Ski Slope Method” on My Overflowing Kitchen Cabinets, and It Took the Stress Out of Decluttering

We independently select these products—if you buy from one of our links, we may earn a commission. All prices were accurate at the time of publishing. If there’s one section of my kitchen that I get ...
C&EN

Proposing a Method Using Graph Attention Networks for Predicting Water Injection and Energy Consumption: A Case Study of a Surface Oil and Gas Gathering Station in Jilin Oilfield

National engineering Research Center of Oil and Gas Pipeline Transportation Safety/MOE Key Laboratory of Petroleum Engineering/Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, ...
InfoWorld

How to use DispatchProxy for AOP in .NET Core

Take advantage of the DispatchProxy class in C# to implement aspect-oriented programming by creating proxies that dynamically intercept method calls. Aspect-oriented programming (AOP) decomposes an ...