Physics-informed neural decoder / reference implementation
Mechanism confirmed, baseline not beaten
Physics-informed neural decoder — reference implementation
Runnable experiment code, benchmark implementation, machine-readable results and reports for this SynthCore idea.
Language: Python · Runtime: Python 3 · License: MIT
Public artifacts
README.md— 2.0 KBbench_physics_decoder.py— 3.9 KBbench_report.json— 4.7 KBcustom_poisson_track.py— 2.6 KBphysics_decoder_experiment.py— 4.5 KBreport.md— 1.6 KBreport_bench_2026-08-30T121406.md— 3.9 KBreport_bench_2026-08-30T125215.md— 5.5 KBresults.json— 3.6 KBrun_poisson_bench.py— 5.2 KB