Engineering R&D
Develop methods that engineers can use.
Develop practical engineering methods and digital tools through computational modelling, applied research and automation.
The question
Start with the decision.
Can a repeated engineering calculation be made consistent and traceable?
How can many candidate designs be screened without hiding the acceptance logic?
Can data-driven prediction support an engineering decision within a defined domain?
The work
- Applied development of analytical and computational engineering methods.
- Translation of research evidence into usable calculations and decision tools.
- Repeatable calculation and data-processing workflows.
- Interfaces for engineering models and technical outputs.
- Constrained candidate search and transparent ranking.
- Surrogate modelling and applied AI where data and validation support the intended use.
- Workflow checks, diagnostics and reproducible reporting.
Deliverables
What you receive.
- An agreed calculation tool, script or engineering interface.
- Input definitions, output interpretation and usage documentation.
- A validation record using relevant numerical or measured references.
- Explicit scope, version and limitations.
Getting started
Information to define the scope
- The existing workflow and desired output.
- Calculation rules, data and representative examples.
- Validation references, intended users and deployment constraints.
Relevant experience
Evidence for this scope.
Cellular-beam design tools
Connect performance screening, candidate comparison and geometry output.
Published research / softwarePerforated-beam inverse design
Search from a performance target towards possible parent sections.
Research prototypeGenerative concrete mix screening
Generate and screen many mix candidates with the same acceptance logic.
The featured tools are research software/prototypes. They demonstrate implemented workflows and numerical evaluation; they are not presented as commissioned, production-deployed or certified engineering products. AI predictions need domain checks and engineering review.
Define the next step