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1. Sleep-Atlas Sleep-Atlas Public

   Cross-species regression on sleep architecture across 42 species — how brain mass, metabolism, and predation shape sleep duration and REM.

   Jupyter Notebook

2. El-Nino-effects-2026 El-Nino-effects-2026 Public

   Does El Nino raise US wildfire risk? A pipeline from raw government data to statistics and ML: El Nino years average 6,551 fires against 5,517 in neutral years, and climate signals alone flag high-…

   Python

3. Diffusion-Based-Fluid-Super-Resolution Diffusion-Based-Fluid-Super-Resolution Public

   Reconstructing high-resolution fluid simulations from coarse inputs with EDM diffusion and an FNO backbone on NVIDIA PhysicsNeMo.

   Jupyter Notebook

4. Predator-Prey-Neural-Ordinary-Differential-Equation Predator-Prey-Neural-Ordinary-Differential-Equation Public

   Neural ODE that learns continuous-time Lotka-Volterra dynamics from 120 years of Hudson Bay lynx–hare fur-trading records.

   Python

5. heliostream heliostream Public

   Physics-informed geomagnetic storm nowcaster with split-conformal uncertainty on a Kafka→DuckDB→dbt→Dagster pipeline over real NASA OMNI data.

   Python

6. Convergent-Evolution-Detector Convergent-Evolution-Detector Public

   Unsupervised detector for molecular convergent evolution using ESM-2 embeddings and a homology gate — finds non-homologous proteins with identical function, no phylogeny needed.

   Python