Agnuxo1/carbonglobe-emulator-2026
Emulating the ED global land-ecosystem model for the IEEE BigData Cup 2026: the anchor that beat every trained model, and the measured rejection of H1.
Track 03 (Sleep onset) of the EEG/EMG Foundation Challenge 2026: a control that beats the published baselines, and a measured negative result for the Holographic-Reservoir
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Emulating the ED global land-ecosystem model for the IEEE BigData Cup 2026: the anchor that beat every trained model, and the measured rejection of H1.
Per-pixel voting field for muscle architecture (PA, FL, MT) from B-mode ultrasound - UMUD Challenge
Residual-stream probes predict whether small math LLMs stay correct under meaning-preserving perturbations — from one forward pass, before generation. AIMO Interpretability Challenge 2026, Small Models Track.
Open-source virtual optical lab in Blender: physics-based wave propagation, diffractive optical neural networks, and pre-registered validation
A neural network that thinks in pixels: learned colour dictionary, local cellular dynamics, self-repair, growing canvases and readable thoughts.
Online holographic-reservoir forecasts and gated PI control for the NeurIPS Smart Buildings Challenge; official simulator measurements and frozen prospective validation.