LELP: a reusable electromagnetic launcher for the Moon, and what is hard about it
A concept for a permanent lunar platform that collects regolith and launches small return capsules with an electromagnetic launcher, with a back-of-envelope check of energy and acceleration.
READ MORE...
A neural network built from scratch for Kepler, K2 and TESS data
How a three-class exoplanet classifier was assembled from NASA Exoplanet Archive tables, a C++ network without frameworks, and an evaluation on a held-out split.
READ MORE...
What 71% accuracy taught me: limits I found in my own pipeline
Writing the limitations of a small classifier down before anyone else finds them: missing values, normalization leakage, position features and missing baselines.
READ MORE...
Zhelezyaka: what a local JARVIS-like assistant needs
Notes on a personal AI assistant that runs mostly on your own computer: memory of decisions, specialized agents, a model router and a permission layer.
READ MORE...