Integrated circuits are vital in the modern world. Testing these circuits is often a months long process involving measurements at multiple times during long stress tests. In this work, final measurements from such tests are predicted based on early measurements, potentially reducing the time needed for such tests and giving preliminary results. In addition to this problem, research is done into the benefits of model stacking ensambles, and around the performance impact of using a low bit precision. From our experiments, we observe a significant performance improvement when using model stacking variations. We also find that model stacking retains its performance better than all other tested models when using a lower bit precision.

Cityhunter developed the idea of transforming their card game, Hunting Happy Families, into a game that can be played on tablets in a same manner that their other game, Hunt the Hunter, can be played. The aim of this project is to develop a game that can be played in Schiedam on an Android platform. An additional requirement is that the game can be adapted after the project is finished. That is, the client must be able to add new card sets and new locations through an interface without having to make changes in the codebase. Another part of this project includes a gamemaster interface, in which one person can keep track of all teams in a game, including their cards, points, locations and chat messages. Lastly, a server was created for storing and sending information between teams and the game master. This report defines the standard game play of a game of Hunting Happy Families. The main goal of the game is to learn about the history of the city of Schiedam. By walking around, teams can collect cards from other players, and identify locations associated with the various sets to try and gather as many points as possible. The team with the most points at the end of the game, wins. The system features a server connecting the teams and the game master using a string message system and lambda functions. Upon sending a message using this system, the server handles the requested data, and answers the request by forwarding the provided information, or relaying the information requested. The system was thoroughly field tested, including a playtest with external players. The verdict on the game by these players is positive, though the system needs a slight amount of fine tuning to ensure the best experience. That said, the game is completely ready for use, andHuntingHappy Families is bound to carve its niche in the market of group events.