Engineering AI
Human-reviewed assistance for search, setup, analysis, and reporting.
Research
Research areas
Research on connected process, economic, and environmental analysis.
Process modeling and scale-up
Methods for comparing process routes, operating conditions, and scale-up assumptions.
Life cycle assessment
Inventory, impact assessment, data quality, and interpretation linked to process assumptions.
Green hydrogen and low-carbon systems
Techno-economic and environmental analysis of hydrogen and emerging energy technologies.
Data and model integration
Open interfaces for moving data between process, economic, and environmental tools.
Approach
How we work.
Document the method, preserve the evidence, and state the limits.
01
Method first
Start with a documented method and state where judgment is required.
02
Reproducible by default
Keep models, inputs, and results versioned and rerunnable.
03
Clear limits
Publish assumptions and limitations with the work.
Methods & documentation
Setup guides, implementation notes, tutorials, and reference material are collected in the documentation.
Interested in collaborating on research?
We work with technical teams and open-source maintainers on applied engineering problems.