Research

Papers, archive notes, and source-code links for the NNC work, the multi-objective runs (pymoo NSGA-II), and the CASCADE synthetic toy benchmark.

Paper Roadmap

Corrected publication queue for generator discovery, symbolic verification, pymoo NSGA-II CFD runs, and the CASCADE toy benchmark.

NNC x OpenAI Crossovers

Seven connections between 154 NNC papers and an unreviewed OpenAI release, each classical, each with a live demo and a verdict.

Chart Selection Results

Restricting the step size to its stable range made every evaluation feasible and sped early search on every problem tested. The held-out final-score gain is real on one problem only.

Research Archive

Project history, falsifications, lessons learned, and archived technical notes.

Source Code

Python and browser implementation details for generators, derivatives, and simulations.