CLAWSIUS

PHYSICS FIRST

Next-generation simulation engine grounded in physics to power the future of engineering and simulation-driven AI.

Interested in the future of simulation? Get in touch to learn more.

WHAT IS CLAWSIUS?

Conservation LAWSIntegrated Unified System.

It is a simulation engine designed for materials undergoing extreme deformation, combining physics fidelity, mesh-free flexibility, and high-performance computing, without artificial tuning.

Its architecture enables AI-native workflows, supporting collaboration between engineers and autonomous agents through deterministic, structured execution.

The name also pays tribute to Rudolf Clausius, who first defined entropy and formulated the second law of thermodynamics, a key principle in CLAWSIUS‘ mathematical foundation.

The Three Pillars of CLAWSIUS

PHYSICS

Grounded in conservation laws and thermodynamic consistency. No empirical hacks. No tuning.

HPC

Built for GPUs and parallelism. Scalable performance for real-world engineering and simulation-driven AI workflows.

MESH-FREE

A particle-based approach that naturally handles large deformation and fracture. No meshing required.

WHO IS IT FOR?

CLAWSIUS enables physics-based, mesh-free simulation of:

  • Large deformations in hyperelastic and viscoelastic materials
  • High-strain elastoplastic behaviour
  • Coupled thermo-mechanical scenarios

It is particularly suited to advanced manufacturing, highly dynamic systems, and soft-material technologies where conventional mesh-based methods struggle.

Large deformation: Simplified soft gripper undergoing extreme bending

We’re actively exploring needs and use cases in sectors such as:

  • Advanced manufacturing
    Where multiphysics simulation enables efficient, sustainable processes.
  • Soft-material systems
    Where modelling nonlinear, compliant behaviour is critical to performance and control.
  • Digital twins and AI-assisted engineering workflows
    Where physics-based data improves learning, generalisation, and trust.

WHY NOW?

Engineering and AI are converging, but the next generation of models demands accuracy, robustness, and physical grounding.

Traditional mesh-based methods struggle with soft, breaking, or highly deformable systems. Their limitations slow development, compromise reliability, and make real-time simulation difficult.

Meanwhile, mesh-free methods have matured significantly, enabling modelling of complex, contact-rich, nonlinear behaviour without the overhead of meshing or empirical tuning.

CLAWSIUS is being developed to meet this moment: a physics-based, mesh-free simulation engine designed for the challenges of modern engineering and AI-assisted design.

GET INVOLVED

We’re building CLAWSIUS with forward-thinking engineers, researchers, and founders.

Interested in collaborating, testing, or learning more?

Learn about collaboration.

Let’s talk.

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