> ./fetch_neural_records.sh --target="academic_portfolio"

_Research Pipeline

ID: HIM-01Active

Project HIM: Physics-Guided AI Downscaling

Developing a kilometer-scale climate data downscaling and 72-hour lead-time forecasting framework specifically tailored for the topographical complexities of the Indian Himalayan Region.

#Deep Learning#ERA5#HPC

ID: EXTREME-02Ongoing

Extreme Weather & Cold Wave Prediction

Utilizing advanced architectures including U-Net and LSTMs to enhance the predictability of severe atmospheric anomalies, specifically targeting cold waves and monsoon extremes.

#Machine Learning#Meteorology#Time-series Analysis

ID: INFRA-03Deployed

High-Performance Compute Infrastructure

Architecting and managing scalable compute clusters utilizing Slurm schedulers and NVIDIA GPU nodes for intensive climate modeling workloads.

#Systems#Hardware#Slurm#NVIDIA