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Tailored tools and lean workflows that scale.


Method and Software Development

Competence.

Tailored tools and lean workflows that scale with your work. Automate the boring parts, keep the thinking where it matters. From post-processing to AI-assisted analysis, everything is traceable.

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Our Workflow

Concept Study and Constraints

We build custom toolchains and applications for simulation, testing, and reporting. We automate routines and standardize outputs, so teams move faster with fewer errors.

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Prototype Scripts and Data Models

Develop initial prototype scripts to test the core logic and establish the necessary data models (structure for input/output data).

Core Algorithms and Performance Tuning

Implement the main algorithms (e.g., post-processing, AI analysis) and perform performance tuning to ensure the solution is fast and efficient.

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Validation on Real Datasets

Rigorously validate the developed tool/method by running it on real-world datasets to confirm accuracy and reliability.

Packaging, Logging, and Versioning

Prepare the software for distribution (packaging), implement logging for traceability, and set up version control (e.g., Git or SVN) for maintainability.

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Rollout and Training

Deploy the final tool to the end-users (rollout) and provide training and documentation for successful adoption.

What you get.

Results

  • applications and scripts with clear UIs

  • automated frequency analysis with traceable reports

  • integration with existing tools and data stores

  • documentation and examples for long-term use

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Methods, Tools & Facilities

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Methods

Custom toolchain development, automated data analysis including FFT and AI options, robust documentation standards, version controlled releases, FEM model manipulation, CFD to FEM mapping, ROM generation

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Tools

Python, MATLAB, C, Git, CI pipelines, Doxygen, pytest, pyNastran, PyCatia

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Facilities

e.g. some Test Facility (PTF) at some University, some test rig with special capability