Agnuxo1/holographic-reservoir-sleep-onset
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
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.
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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
Entry to the Predictive AI Evaluation Competition at NeurIPS 2026 (Stanford AIMS): Beta-Binomial shrinkage predictor, independent audit, reproducible protocol and public-data findings.
Agent-native research lab: AI agents research, review each other and publish (P2PCLAW), with a pre-registered ablation of whether the peer review helps. Agent-Native Hackathon 2026.
MetFrag-assisted, leader-safe ranking of natural-product structures from MS/MS spectra — Enveda CASMI 2026 (Kaggle) entry with pre-registered experiments and animated figures
Per-pixel voting field for muscle architecture (PA, FL, MT) from B-mode ultrasound - UMUD Challenge
ClimX distributional climate emulator adaptation with bounded-memory prediction, upstream attribution and exact numerical-equivalence checks.