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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.

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

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.

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.

py-replay-bg

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

simulac

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

accelerator-middle-layer

Python Accelerator Middle Layer

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.

bowerbot-skill-sketchfab

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

resq-mcp

FastMCP server exposing ResQ platform capabilities to AI clients

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).

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)

derim-middleware

DERIM (Distributed Energy Resource Integration Middleware) is an open-source, modular middleware platform that bridges the gap between heterogeneous distributed energy resources (DERs) and modern smart grid management systems. It ingests real-time data from solar PV inverters, battery energy storage systems, and EV charging stations with standars

scpn-control

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

aas-mcp

Model Context Protocol (MCP) server for managing Asset Administration Shells (AAS) via Eclipse BaSyx

nett-benchmarks

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

ysights

A Python library to streamline the analysis of YSocial generated data

reactor-twin

Physics-constrained Neural DEs for chemical reactor digital twins

simulator-automatic-warehouse

Simulator and Digital Twin of an Automatic Warehouse.

mcp-server-researchtwin

MCP server for ResearchTwin inter-agentic research discovery API

twin4build

Dynamic simulation of buildings with differentiable data-driven models and integration with semantic models.