System that rediscovers physics laws from raw data autonomously

Show HN: System that rediscovers physics laws from raw data autonomously

Operating in show hn launch, System that rediscovers physics laws from raw data autonomously operates.

Profile

ProtoScience is a deterministic pipeline that takes raw numerical data and autonomously discovers governing equations.It does not use LLMs for discovery — only sparse regression, power-law fitting, and statistical validation.Results so far:- Kepler's Third Law (P² = a³ / M) from 3,519 NASA exoplanets — R² = 0.998 - Sun’s ~27-day rotation period from solar wind plasma data — 93% accuracy - Power law T ~ v^3.40 in solar wind (NOAA/NASA spacecraft data) - 5/5 General Relativity predictions from simulated black hole observables — all R² = 1.000 - Chirp mass relationship from 219 LIGO gravitational wave events — R² = 0.998It also detects when no meaningful law exists — Bitcoin daily prices return

Within the show hn launch space, the company focuses on its core offering rather than a broad product line.

Its current recorded stage is Show HN launch.

Website: protoscience.ai