Blogy o automatizácii a živote na uiam.sk

This project focuses on the development and testing of an advanced control strategy known as Model Predictive Control (MPC). As modern industrial systems become increasingly complex, traditional controllers such as PID are often no longer sufficient — especially when systems Read more

This semester, we explored how machine learning can accelerate drug discovery — specifically, how it can be used to predict molecular docking scores without running expensive simulations. Docking simulations are commonly used to evaluate how well a small molecule (such Read more

This semester, we modernized our department website’s educational section by migrating from procedural PHP to Laravel framework. The transition was motivated by the need for improved maintainability, security and scalability. The implementation follows the Model-View-Controller (MVC) architectural pattern, enabling efficient data management, Read more

This semester, we took on the challenge of modernizing part of the UIAM Information System – specifically, the Projects module. The original system was built using plain procedural PHP. It didn’t follow any structured architecture – code for logic, layout, and Read more

Chemical hazard assessment relies heavily on accurate PBMT data—Persistence, Bioaccumulation, Mobility, and Toxicity. Yet, these critical parameters often exist across fragmented databases, making comprehensive evaluations challenging. Our semester project addressed this gap by developing an automated, integrated PBMT data pipeline Read more

The aim of this work is to design and implement a predictive model for an alkylation process based on available measurements in order to replace a faulty sensor. This can help minimize the need for laboratory measurements. Alkylation is one Read more