userspace.party / twins
twins
Model reality. Simulate it. Control it.
The part of userspace.party that connects computation back to the physical world.
Its place in the system
twins is for computational representations of physical systems and the loop that connects models to reality: observation, state, simulation, prediction, control and actuation.
physical world
↓ observation / sensing
twins
↓ model + simulation
predicted state
↓ control / actuation
physical worldThe boundary
Belongs here
- Physical-system models and state
- Simulation and prediction
- Measurements, observations and state estimation
- Control, actuation and closed-loop interaction
Does not belong here
- Generic data structures with no physical semantics
- Operating-system syscalls
- Virtual machines as computational infrastructure
- Browser presentation concerns
Today
Current surface
- A minimal no_std scaffold
- Freestanding entry/startup support
- A defined domain: simulation and control of physical systems
- A retained research corpus spanning scientific modeling and computational science
Start here
cargo add twinsThe domain is now explicit even though the public modeling API is still early.
Research corpus
Keep the science close.
The repository README retains the original research references across materials modeling, computational chemistry, protein design, simulation and atomistic machine learning.