FermiLink¶

FermiLink lets you describe a scientific computing goal in a simple markdown file and then handles everything else, starting from writing scripts, choosing the right tools, submitting jobs, monitoring progress, and iterating until the goal is met. It works the same way on your laptop, your lab’s workstation, or an HPC cluster.

Three major FermiLink simulation workflows: exec for single runs, loop for iterative runs involving long SLURM or PID jobs, and research/reproduce for full research-paper-level calculations.

It ships with 150+ built-in scientific package knowledge bases (fermilink install), and you can compile your own local packages, paper pipelines, or group-specific tools into the knowledge base (fermilink compile).

Apart from the command line, it includes a web UI for a ChatGPT-style interface and a Telegram bot for remote control from your phone.

Beyond autonomous scientific simulations, the latest FermiLink also supports autonomous scientific code optimization, where it can identify performance bottlenecks and optimize them iteratively using deterministic benchmarks.

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Additional Features

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