Sökning: "graf-neuronnät"

Hittade 2 uppsatser innehållade ordet graf-neuronnät.

1. 1. Monolith to microservices using deep learning-based community detection

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Anton Bothin; [2023]
   Nyckelord :Community detection; Deep learning; Graph neural network; Microservice; System architecture; Klustringsdetektion; Djupinlärning; Graf-neuronnät; Mikrotjänst; Systemarkitektur;

   Sammanfattning : The microservice architecture is widely considered to be best practice. Yet, there still exist many companies currently working in monolith systems. This can largely be attributed to the difficult process of updating a systems architecture. The first step in this process is to identify microservices within a monolith. LÄS MER

3. 2. Graph neural networks for prediction of formation energies of crystals

   Master-uppsats, Linköpings universitet/Institutionen för fysik, kemi och biologi

   Författare :Filip Ekström; [2020]
   Nyckelord :Machine learning; graph neural networks; formation energies; crystal; transfer learning; phase diagram; Maskininlärning; graf-neuronnät; formationsenergier; kristall; transfer learning; fasdiagram;

   Sammanfattning : Predicting formation energies of crystals is a common but computationally expensive task. In this work, it is therefore investigated how a neural network can be used as a tool for predicting formation energies with less computational cost compared to conventional methods. LÄS MER