We develop stochastic and deterministic models to address real-world challenges across industrial, institutional, and scientific contexts.
“We make our software fit your problem — not the other way around.”
We bridge your needs with our expertise throughout every phase of the project. Our support includes the followings steps:
Definition of the problem
Analysis of the real-world scenario to be studied
Simplification of the real situation and design of a conceptual model
Formalization of the conceptual model as a mathematical model
Application of the appropriate toolboxes to the mathematical model and computation of a mathematical solution
Interpretation of the mathematical solution in the underlying real situation
Evaluation of the model’s performance: testing, sensitivity, robustness, and validation
Presentation of the results of the modeling process
Training encompassing model understanding, operation, and maintenance
Our Focus
Deterministic Modeling
Utilizes provided inputs to yield a well-determined result, ensuring that identical inputs consistently produce the same output, without any randomness. Example: Calculating the trajectory of a spacecraft to Mars, where the initial position and speed determine the precise path.
Incorporates randomness, allowing for variability in outcomes even with the same initial conditions. Example: Predicting weather patterns, utilizing probabilities to determine the most likely outcomes based on current data and model simulations.
We leverage a systematic, analytic, and rigorous approach to tackle complex challenges, such as:
Understanding and Formulation
We identify essential features and the main structure of real-world problems, properly translating them into mathematical models.
Creativity and Innovation
Our solutions are marked by critical and independent thinking, addressing, for instance, elements like uncertainty and local conditions that traditional algorithms may not capture.
Algorithm Design and Optimization
We design algorithms for broader applicability and optimize them for enhanced efficiency, scalability, and robustness – ensuring reliable performance under uncertainty.
Communication and Collaboration
We are adept at scientific reporting and efficient teaching and training, facilitating clear communication across disciplines, translating complex concepts for a broad audience, and ensuring effective collaboration.