Software

Open Tools for Reproducible Research

TaiScience software stack includes causal manifold modeling, biological component frameworks, notebook tutorials, and deployable analysis environments.

Software Packages

CSD-Grid-Dual-Engine

Open-source reference package for physics-boundary validation of AI systems in electric power grids — compact dual-engine design for CSD / oscillation monitoring workflows.

Plasma Field Engine

Browser-based 3D tokamak plasma visualization with real-time parameter tracking, magnetic field traces, and interactive orbit / zoom controls.

Interactive Demos
Bio-BIM Framework
Current Status
Version 0.1 (Proof-of-concept)
Components
10
Evidence Tiers
GOLD, HIGH, MEDIUM
Data Format
JSON
Bio-BIM Concept

Biology research as LEGO-style assembly:

Example Component
{
  "gene": "ASCL2",
  "type": "transcription_factor",
  "evidence_tier": "GOLD",
  "inputs": ["Wnt_signal", "Hypoxia_level"],
  "outputs": ["Stemness_activation"],
  "version": "1.0.0"
}
Bio-BIM Roadmap
TokaMind Plasma Simulator

TokaMind physics-informed plasma inference — real-time PINN-emulated MHD visualization with density, magnetic pinch, and turbulence parameters.

Live preview above — animated plasma field. Open the full page for interactive dashboard controls.

Open full TokaMind simulator →
License

All software released under MIT & Apache.