Science → systems → scale

HPC Under Pressure:
From Research to 30× Speedups

Trust me with the hard tech

Thesis

Industrialize fragile research code and prove it at scale under mission stakes.

Tension

Need high-fidelity results fast for Army & Navy programs; research code wasn't production-ready.

Action

Implemented AMR, dynamic memory discipline, and MPI scaling; hardened numerics and I/O.

Result

30× speedup over serial; scaled to 1000+ cores; decisions arrived sooner with higher confidence.

Meaning

Safer choices and cheaper design loops when fidelity meets throughput.

Production-grade numerics

Stabilized solvers and memory patterns; built reliable pipelines for large-scale runs.

Parallel scale-out

Scaled to 1000+ cores using MPI on mission scenarios.