OUR EXPERTISE
Parsimonious AI For Engineering
Adagos was built on a simple conviction: powerful models don’t require massive datasets, they require the right methodology and the right tools.
This vision led to the creation of NeurEco, a software designed for engineers to generate accurate, compact, and interpretable neural models, even when data is limited.
Key Domains of Expertise
We apply our methods across a wide range of advanced engineering applications:
- Modeling of physical and dynamical systems
- Model development from limited experimental or simulation data
- Compact and interpretable neural network generation
- Surrogate models for fast and efficient simulations
- Energy management and system optimization
- Simplification of complex numerical workflows
SCIENCE
Science-Based, Physically Grounded Models
Our approach is rooted in strong expertise in physics, engineering, and applied mathematics.
Because we understand the physical systems behind the data, the models created with NeurEco are not only precise, but also consistent with real-world behavior, reliable in operation, and meaningful for engineering decision-making.
V-Cycle: Cost of Change
What happens when you need to change something late in the project?
↑ Toggle the switch, then trigger a change to see the difference
The Technology
Break the rules of the V‑Cycle. Adapt late, spend less.
One compact, physics-grounded model that stays usable from design to operations — and can be improved through software updates, without hardware redesign.
Design & Simulation
Learn from CAE/FEA/CFD or parametric sweeps to explore the design space faster.
Accelerate experimentation
Concentrate tests on the most informative runs, and update the model as results come in.
Operational System
Operate compact models for real-time monitoring, virtual sensors, and decision support on existing hardware.