Physics-based and AI-enhanced high-resolution atmospheric modeling for next-generation meteorological forecasting
Integrated forecasting platform powered by big data analytics and machine learning algorithms
High-resolution atmospheric simulations combining physics-based NWP models with deep learning. Our hybrid approach captures complex terrain effects and atmospheric dynamics at sub-kilometer scale, delivering accuracy beyond traditional modeling.
Data assimilation techniques integrate real-time observations into continuous model updates, enabling 0–6 hour nowcasting and reliable forecasts up to 7 days. Ensemble outputs quantify uncertainty at every time step.
Quality-controlled data pipelines feed neighborhood and site-level analysis engines. Automated location-based alert systems notify stakeholders of critical thresholds in real time, tailored to each sector's operational needs.
Supercomputer-grade parallel processing with cloud-based scalable architecture
CNN, LSTM, and Transformer-based models enable multi-temporal pattern recognition. Transfer learning and adaptive bias correction algorithms continuously improve forecast skill. AutoML framework handles ongoing model optimization with real-time hyperparameter tuning. Gradient boosting and random forest ensemble methods further increase prediction reliability.
Parallel data processing on distributed computing platforms with HPC integration. Real-time data streaming over Apache Spark and Hadoop ecosystems. Petaflop-scale processing capacity supports multi-model ensemble forecasting. Kubernetes-orchestrated auto-scaling microservices with millisecond-level data access via NoSQL and time-series databases.
Customized meteorological forecasting and analysis services for different industries
Production forecasting, load balancing, and maintenance planning support for wind and solar power plants
Precipitation, frost, and extreme weather forecasting for precision agriculture with irrigation optimization
High-resolution atmospheric data for flight planning, route optimization, and operational safety
Contact us to learn more about our data-driven forecast systems and AI-powered solutions.
ODTÜ TEKNOKENT, Çankaya, Ankara
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