xFieldDyn

An open-source Python package currently in development, engineered on JAX and Flax. Designed for climate field dynamics, empirical orthogonal function (EOF) decomposition, linear inverse modeling, and spatiotemporal neural network forecasting.

xIndices

An open-source Python package designed for robust climate index calculations. Fully documented and archived on Zenodo.

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HPC Compute Pipeline

Proficient management of remote Linux High-Performance Computing environments. Workflows feature PBS job submissions, CPU parallelization using Numba/Dask, and multi-GPU neural network training (TensorFlow/Keras/PyTorch DDP) utilizing NVIDIA Tesla K40m and A100 architectures.