Mohamed A M Elansary, PhD
Causal Labs — MTS, Research, Atmospheric Science
Why this seat
- Observation pathologies · forecast verification · high-impact event case studies · NWP baselines.
- Transfers scientific ML + UQ rigor into weather LPM credibility without inventing meteorology PhD or operational NWP ownership.
Sourced insights
- “Weather is our first proving ground… deep atmospheric expertise embedded directly in the research… what data we learn from, how we know the model is correct, and where it still falls short.” Ashby JD — Atmospheric Science
- “Causal Labs is building a Large Physics foundation Model (LPM) to learn causality through physics and weather, the most well-observed and consequential physical system.” causallabs.ai