CLAWSIUS Ltd collaborates with engineering teams facing simulation problems that are difficult to address with conventional tools.
This is not a standard CAE modelling service.
The focus is on problems involving extreme deformation, complex material behaviour, or other regimes where traditional approaches become unreliable or impractical.
Projects aim to develop robust simulation approaches for challenging physical problems, often requiring new modelling strategies.
Typical areas include:
- extreme deformation and fracture
- impact, crash, and high-rate loading
- highly nonlinear material behaviour
- simulation cases where mesh-based methods struggle with stability or cost
Technical Work
Collaborations may involve:
- development of new numerical methods
- constitutive modelling for complex materials
- particle-based and meshfree simulation approaches
- hybrid mesh–particle workflows
- solver verification and comparison
Solutions developed during the collaboration are implemented directly in the CLAWSIUS platform. This ensures that the outcome of the work becomes usable simulation capability, rather than remaining only in reports or prototype scripts.
AI-Ready Simulation Workflows
CLAWSIUS is being developed to support AI-assisted engineering workflows while remaining grounded in physically robust simulation.
Collaborations may include work on:
- deterministic simulation pipelines suitable for automation
- machine-readable outputs and structured simulation data
- dataset generation for surrogate modelling or optimisation
- interfaces that allow simulations to be driven programmatically
The aim is to enable physics-based simulation that can integrate naturally with emerging AI-driven engineering workflows.
Who We Work With
Collaboration partners typically include:
- engineering R&D teams
- companies developing new products or materials
- advanced manufacturing organisations
- universities and research institutes conducting applied engineering research
Long-Term Objective
CLAWSIUS aims to advance robust, AI-ready simulation technology that enables engineers and scientists to address physical problems that remain difficult or impractical to solve with conventional simulation tools.
