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MADDENING · Modular Automatic Differentiation and Data Enhanced Neural-network INteracting Graph. Source on GitHub → · Docs are scaffolding — pages will fill in over the coming weeks.

MSF

  • Installation
  • Quickstart
  • Graph parameters, calibration and system identification
    • Exporting a graph as an FMU
    • Surviving spot preemption
    • Inspecting a graph
    • Geometry-dependent mappings
    • Moving a node’s own sampling onto an edge
    • Upgrading from 0.3.1
    • Serving the REST API on a network
    • ZeroMQ transports
    • Glossary
    • [Node Name]
    • AdaptiveNode
    • BallNode
    • HeartPumpNode
    • HeatNode
    • LBMNode
    • RigidBody2DNode
    • SpringDamperNode
    • WaveletAdaptiveNode
    • Interface mapping
    • Unit-Aware Edge Transforms
    • Uncertainty Quantification Roadmap
    • Explicit ODE Integrators
    • Node Authoring Guide
    • Testing Standards
    • Profiling and benchmarking
    • Documentation Standards
    • Edge validation: migration guide (v0.2 → v0.3.0)
    • halo_width migration guide (v0.2 → v0.3.0)
    • StaticArray migration guide (v0.2 → v0.3.0)
    • Sharded static data and domain integrals (v0.2.1)
    • Sharding topology: structured vs unstructured
    • Stability Report
    • Versioned documentation: design and rollout
    • Authoring an AdaptiveNode
    • Static Typing Policy
    • Choosing a coupling algorithm
    • Deprecation policy
    • Stability freeze round — 0.4.0
    • WaveletAdaptiveNode: the worked AdaptiveNode subclass
    • Property-Based Verification
    • Context of Use (COU) Template
    • Framework Verification Summary
    • MADDENING SOUP Package Document
    • Development record for v0.4.0
    • MADDENING — Intended Use and Regulatory Positioning
    • IEC 62304 Software Lifecycle Documentation Mapping
    • EU MDR Alignment Guide
    • MDCG 2019-11 — Qualification and Classification Analysis
    • Downstream Integration — Dependency Chain and Responsibilities
    • Release notes
    • MADDENING
    • MIME
    • MICROROBOTICA
  • MADDENING on GitHub
  • All MSF repos
  • Installation
  • Quickstart
  • Graph parameters, calibration and system identification
  • Exporting a graph as an FMU
  • Surviving spot preemption
  • Inspecting a graph
  • Geometry-dependent mappings
  • Moving a node’s own sampling onto an edge
  • Upgrading from 0.3.1
  • Serving the REST API on a network
  • ZeroMQ transports
  • Glossary
  • [Node Name]
  • AdaptiveNode
  • BallNode
  • HeartPumpNode
  • HeatNode
  • LBMNode
  • RigidBody2DNode
  • SpringDamperNode
  • WaveletAdaptiveNode
  • Interface mapping
  • Unit-Aware Edge Transforms
  • Uncertainty Quantification Roadmap
  • Explicit ODE Integrators
  • Node Authoring Guide
  • Testing Standards
  • Profiling and benchmarking
  • Documentation Standards
  • Edge validation: migration guide (v0.2 → v0.3.0)
  • halo_width migration guide (v0.2 → v0.3.0)
  • StaticArray migration guide (v0.2 → v0.3.0)
  • Sharded static data and domain integrals (v0.2.1)
  • Sharding topology: structured vs unstructured
  • Stability Report
  • Versioned documentation: design and rollout
  • Authoring an AdaptiveNode
  • Static Typing Policy
  • Choosing a coupling algorithm
  • Deprecation policy
  • Stability freeze round — 0.4.0
  • WaveletAdaptiveNode: the worked AdaptiveNode subclass
  • Property-Based Verification
  • Context of Use (COU) Template
  • Framework Verification Summary
  • MADDENING SOUP Package Document
  • Development record for v0.4.0
  • MADDENING — Intended Use and Regulatory Positioning
  • IEC 62304 Software Lifecycle Documentation Mapping
  • EU MDR Alignment Guide
  • MDCG 2019-11 — Qualification and Classification Analysis
  • Downstream Integration — Dependency Chain and Responsibilities
  • Release notes
  • MADDENING
  • MIME
  • MICROROBOTICA
  • MADDENING on GitHub
  • All MSF repos

Index

A | B | C | D | E | F | G | H | I | J | L | M | N | O | P | Q | R | S | T | U | V | W | X | Z

A

  • Aitken acceleration
  • Anatomical regime
  • Anomaly registry
  • ASME V&V 40

B

  • Boundary inputs
  • Bouzidi scheme

C

  • CFL number
  • Checkpoint
  • ComponentMeta
  • COU
  • Coupling
  • Coupling group
  • Cramér–Rao bound
  • CRBA
  • CSF
  • Cycle staggering

D

  • DeepONet
  • Defect correction
  • DEPRECATED
  • Dipole response

E

  • Edge
  • EU MDR
  • EVOLVING
  • EXPERIMENTAL
  • External input

F

  • FIM
  • Fisher information matrix
  • Fixed point
  • FMI
  • FMU
  • FNO

G

  • Gauss-Seidel
  • Geometry-dependent mapping
  • GNN correction
  • Graph step
  • GraphManager

H

  • Halo
  • Helical UMR

I

  • IB-LBM
  • IBM-FVM
  • IEC 62304
  • IEC 62366-1
  • IFT
  • Implicit function theorem
  • Interface mapping
  • Interface norm
  • IQN-ILS
  • ISO 13485
  • ISO 14971

J

  • Jacobi
  • JAX
  • JAX-traceable
  • JIT compilation

L

  • LBM
  • Low-Re
  • Lubrication correction

M

  • MDCG 2019-11
  • MDCG 2019-16
  • MimeNode
  • MLP
  • Momentum exchange
  • Multi-rate

N

  • Node
  • NodeMeta
  • Notified Body

O

  • OpenUSD

P

  • ParamSpec
  • PI controller
  • PISO
  • Precision floor
  • Pure function
  • pybind11
  • Pytree

Q

  • Quasi-Newton

R

  • Reason code
  • Reynolds number
  • RFT
  • Richardson extrapolation
  • RNEA
  • ROS

S

  • SaMD
  • SBOM
  • Schwarz coupling
  • Shard
  • Sharded
  • Sharding
  • Sidecar
  • SimulationNode
  • SkyPilot
  • SOUP
  • Spectral radius
  • Stability level
  • STABLE
  • Stencil
  • Step-out frequency
  • Stokeslet
  • Sub-cycled
  • Sub-cycling
  • Surrogate
  • sysid
  • System identification

T

  • Topological sort

U

  • UMR
  • USD layer

V

  • Verification benchmark
  • vmap

W

  • WebRTC
  • Womersley number

X

  • XLA

Z

  • ZMQ

© Copyright 2026, Nicholas Roy.

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