New open-source Python-based software boosts space-weather modeling

University of Birmingham experts have created open-source computer software that helps scientists understand how fast-moving ...
IEEE

Prediction of Carbon Emissions in China Based on Arima-BP Neural Network

Abstract: The objective of this research is to leverage a hybrid model integrating ARIMA and BP Neural Network (BPNN) techniques to forecast China's long-term carbon emissions. Initially, a ...
IEEE

Geo-AQI: A Real-Time Air Quality Monitoring and Forecasting System using ARIMA Model

Abstract: This study introduces Geo-AQI, an advanced air quality monitoring system designed to perform real-time assessments and accurate forecasts of air quality indices (AQIs). The system features a ...
GitHub

forecast_preprocess_graph.py

@author kongzhiquan @date 2026-04-02 @version 1.0.0 @changelog - 2026-04-02 kongzhiquan: v1.0.0 初始版本 """ from __future__ import annotations import json from typing import Any from langgraph.graph ...
GitHub

forecast_training_graph.py

@author kongzhiquan @date 2026-04-02 @version 1.0.0 @changelog - 2026-04-02 kongzhiquan: v1.1.0 execute_training_node 真正调用 process_manager.spawn () - 2026-04-02 kongzhiquan: v1.0.0 初始版本 """ from ...