Open Heart

Machine learning-based cardiovascular risk calculator for non-cardiac surgery

Background Annually, 4% of the global population undergoes non-cardiac surgery, with 30% of those patients having at least ...
IEEE

In DC Microgrids, APDGNN-ALO: An Innovative Graph Neural Network Framework for Effective Grid-to-Vehicle and Vehicle-to-Grid Power Control

Abstract: In order to advance sustainable transportation and intelligent energy management, electric vehicle charging stations (EVCS) in conjunction with DC microgrids are essential. However, because ...
IEEE

MGA-KGF: A Multi-Granularity Adaptive Knowledge Graph Fusion Framework for Heterogeneous Multi-Source Smart Grid Data

Abstract: Smart grids generate heterogeneous data streams that span real-time operation and long-horizon planning. However, Transaction Processing (TP) data and Analytical Processing (AP) data differ ...
GitHub

Azure-Samples/app-service-agentic-langgraph-foundry-python

This repository demonstrates how to build a modern FastAPI web application that integrates with both Foundry Agent Service and LangGraph agents. It provides a simple CRUD task list and two interactive ...
GitHub

GSTBench: A Benchmark Study on the Transferability of Graph Self-Supervised Learning

This repository contains the implementation of our benchmark study on graph self-supervised learning (SSL) methods. The codebase supports pretraining on large-scale graph datasets and evaluating the ...