🧬♻️ An AI-native, build-in-public compounding loop for aging science: falsifiable question → open data → public verifier → honest write-up → share → compound. No wet lab required.
Interactive force graph tracing diseases back to their root causes in the Hallmarks of Aging
Open-source computational infrastructure for understanding, measuring and modeling biological aging.
Reproducible AlphaFold + AutoDock Vina docking & redocking-validation pipeline (laptop-scale, CPU-only)
Research checklists for published hiPSC maintenance, dual-SMAD, and GiWi protocols, with range checks and sterile gates.
An agentic research project to collect, document, and track progress in longevity science
Conservative spherical oxygen transport for organoid research, with analytic and nonlinear numerical verification.
Offline gravimetric flow analysis, independent-repeat uncertainty and drift diagnostics for research pumps.
Closed-loop planner for in-vitro media factors. Expected improvement versus random search on a synthetic differentiation surface.
Group-aware baselines, leakage checks and reproducible reports for regenerative-medicine feature tables.
Reproducible atlas mapping public compounds onto aging mechanisms with graded evidence (E0-E4) and Bemis-Murcko scaffold benchmark bake-off.
Brightfield colony and organoid morphology QC. Synthetic bake-off, retrainable logistic baseline. A contamination flag is triage, not a diagnosis.
Balanced optimal transport for cell-state snapshots, with auditable couplings and synthetic ambiguity benchmarks.
Control-gene module score for the published SenMayo gene set, with a size-matched random-set bake-off.
Local Docker workbench for computational biology research and agent tools.
Open syringe-pump math, firmware, and a plunger carriage for in-vitro perfusion. The fluid path stays in the sterile syringe.
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