Digital Twin Python Packages

pathsim

A Python native dynamical system simulation framework in the block diagram paradigm.

flowcypy

Open source digital twin framework for flow cytometry, modeling fluidics, light scattering, electronics, triggering, and event generation for extracellular vesicle analysis.

partcad

Package manager for things. Start designing modular hardware! PartCAD is the standard for documenting manufacturable physical products (a.k.a. Digital Thread or TDP). It comes with a set of tools to maintain product information and to facilitate efficient and effective workflows at all product lifecycle phases, boosted by AI.

instrumation

A high-level Hardware Abstraction Layer (HAL) for RF test stations with Digital Twin support, SCPI control, and async measurements.

dynamic-des

Real-time SimPy control plane to dynamically update parameters and stream outputs via external systems like Kafka, Redis, or Postgres. Built for event-driven digital twins.

partcad-cli

Package manager for things. Start designing modular hardware! PartCAD is the standard for documenting manufacturable physical products (a.k.a. Digital Thread or TDP). It comes with a set of tools to maintain product information and to facilitate efficient and effective workflows at all product lifecycle phases, boosted by AI.

accelerator-middle-layer

Python accelerator middle layer for charged particle accelerator control, tuning and development

bowerbot-skill-sketchfab

BowerBot skill that searches and downloads from the user's Sketchfab account

py-replay-bg

ReplayBG is a digital twin-based methodology to assess new strategies for type 1 diabetes management.

datasynth-py

High-performance synthetic enterprise data generator. Produces 100+ interconnected financial tables — GL journal entries, document flows, subledgers, banking/KYC/AML, process mining (OCEL 2.0), graph exports (PyTorch Geometric, Neo4j), and 20+ process chains — with Benford's Law compliance, ACFE-aligned fraud labels, and formal privacy guarantees.

simulac

Developer-centric Python SDK for running robotics benchmark and digital twin world-building

resq-mcp

FastMCP server exposing ResQ platform capabilities to AI clients

scpn-control

SCPN Control — Neuro-symbolic Stochastic Petri Net controller for plasma control

pasmopy

Patient-Specific Modeling in Python

scpn-fusion

SCPN Fusion Core - Advanced Plasma Physics & Control Suite

shellsmith

A Python SDK for Eclipse BaSyx to manage Asset Administration Shells (AAS)

ysights

A Python library to streamline the analysis of YSocial generated data

nett-benchmarks

A testbed for comparing the learning abilities of newborn animals and autonomous artificial agents.

simulator-automatic-warehouse

Simulator and Digital Twin of an Automatic Warehouse.

aas-mcp

A Python Model Context Protocol (MCP) Server for Eclipse BaSyx to manage Asset Administration Shells (AAS)

reactor-twin

Physics-constrained Neural DEs for chemical reactor digital twins

op3-framework

Op^3 (OptumGX-OpenSeesPy-OpenFAST) integrated numerical modeling framework for offshore wind turbines. 11 examples (NREL 5MW + IEA 15MW + Gunsan + 4 isolation tests + 2 jackets), 33/33 analyses passing, fully open-source path with industry-standard 6x6 stiffness formulas (DNV, ISO, API, OWA).

mcp-server-researchtwin

MCP server for ResearchTwin inter-agentic research discovery API

twin4build

Dynamic simulation of buildings and integration with semantic modeling.