Agnuxo1/neurochip-twin
Interpretable temporal digital twin prototype for organ-on-chip microscopy and drug-response screening
Structure-to-network developmental neurotoxicity triage agent with calibrated uncertainty (SciencePal AI4Science Hackathon 2026)
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Latest capture 2026-10-29 04:01
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Interpretable temporal digital twin prototype for organ-on-chip microscopy and drug-response screening
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
Entry to the Predictive AI Evaluation Competition at NeurIPS 2026 (Stanford AIMS): Beta-Binomial shrinkage predictor, independent audit, reproducible protocol and public-data findings.
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Explainable agent that re-checks a grant compliance register against a rewritten federal regulation, using one federated Zetaris view over PostgreSQL, files and the live eCFR API.
A local Gemma 4 jury reads the first 10 steps of a SWE-agent run, predicts failure, and lets a fixed budget resolve 29% more issues. Pre-registered study, Gemma 4 Paper Track.