AI-powered tornado prediction
Try it outNEXRAD Network
Next Generation Weather Radar
The NEXRAD (Next Generation Radar) network consists of 207 high-resolution Doppler weather radars operated by the National Weather Service, providing comprehensive coverage across the United States.
- Real-time precipitation detection and intensity measurement
- Wind speed and direction analysis through Doppler velocity
- Severe weather identification including tornadoes and microbursts
- 24/7 automated scanning with 5-minute update cycles
Our quantum-enhanced prediction models leverage this extensive radar network to provide unprecedented accuracy in tornado forecasting and severe weather detection.
Classical vs Quantum Machine Learning
Our research demonstrates the superior performance of quantum machine learning approaches for tornado classification compared to classical methods.
Key Findings
- Quantum machine learning achieves higher accuracy in tornado classification
- Faster processing speed for real-time weather analysis
- More atmospheric features detected compared to classical methods
- Reduction in false positive tornado predictions
About the Team
Four minds converging at the intersection of quantum physics, machine learning, and atmospheric science. We're not just building weather prediction systems—we're redefining the very nature of computational meteorology.
Interactive Demo
Experience our complete tornado prediction pipeline through an intuitive step-by-step web interface that guides you from raw radar data to quantum-powered predictions.
Radar Station Selection
Interactive map of 207 NEXRAD radar stations across the US. Search by location or browse stations with detailed information including altitude and coverage area.
Data Availability Explorer
Calendar interface showing available radar data dates for selected stations. Real-time availability checking ensures you only see dates with valid data.
Point of Interest Mapping
Select any location within radar range for analysis. Interactive map with distance validation ensures your chosen point can be analyzed by the selected radar.
Radar Data Analysis
Automated processing of raw radar data into atmospheric features. Generates velocity colormaps, shear plots, cross-correlation analysis, and reflectivity visualizations.
Multi-Model Inference
Run quantum and classical models simultaneously. Compare results from amplitude-based and angular-based quantum circuits against traditional ML baselines.
Probability Visualizations
Interactive probability distributions and confidence scores for each model. Color-coded results showing tornado strength ratings from weak to violent.
Experience Quantum Tornado
Ready to see quantum weather prediction in action? Upload your weather data and witness our AI analyze atmospheric patterns with unprecedented accuracy.
Try It OutExperience Quantum Tornado
Ready to see quantum weather prediction in action? Upload your weather data and witness our AI analyze atmospheric patterns with unprecedented accuracy.
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