Essays about: "best network design"

Showing result 16 - 20 of 177 essays containing the words best network design.

1. 16. Particle Segmentation In Transmission Electron Microscopy Images

   University essay from Mälardalens universitet/Akademin för innovation, design och teknik

   Author : Lisa Svens; [2022]
   Keywords : ;

   Abstract : When pharmaceutical companies develop new drugs or vaccines there are large amounts of data in the form of images that need to be analysed, and any automation of that process is helpful to reduce time. These analyses could be for example concentration, decomposition, or classification, and essential to all these is high-quality particle localisation and segmentation. READ MORE

3. 17. Predicting Reactor Instability Using Neural Networks

   University essay from KTH/Fysik

   Author : Hilborn Hubert; [2022]
   Keywords : Boiling Water Reactors; Density Wave Instability; Multi-Layer Perceptron; Support Vector Regression; Kernel-Ridge Regression;

   Abstract : The study of the instabilities in boiling water reactors is of significant importance to the safety withwhich they can be operated, as they can cause damage to the reactor posing risks to both equipmentand personnel. The instabilities that concern this paper are progressive growths in the oscillatingpower of boiling-water reactors. READ MORE

4. 18. Umeå, Sweden; Becoming a Smart City : How can a city succesfully achieve transforming into a smart city?

   University essay from Jönköping University/IHH, Företagsekonomi

   Author : Cesar Ivan Amador Vazquez; Paulina Ruiz Maya; Regina Pereda Sparrowe; [2022]
   Keywords : smart city; Sweden; Umeå; social innovation; sustainable development;

   Abstract : While several authors have focused on the different components of smart city projects and practicalities for their development in large urban areas, despite the absence of a consensual definition of what a smart city is, limited attention has been given to the transformation process achieved by multi-actor relations derived from a sustained network of social innovation and collaboration in smaller cities. Focusing on the Swedish city of Umeå, this study focuses on answering the research question: How is the city of Umeå achieving a smart city transformation? For this purpose, this manuscript inductively examines the opinions and experience of several professionists and decision-makers involved in smart-city projects for a theoretical identification of the observed social phenomena allowing this sustained development. READ MORE

5. 19. Optimizing L2-regularization for Binary Classification Tasks

   University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

   Author : Oskar Bolinder; [2022]
   Keywords : Machine learning; Overtraining; L2-regularization; Model selection; Binary classification; Physics and Astronomy;

   Abstract : An Artificial Neural Network (ANN) is a type of machine learning algorithm with widespread usage. When training an ANN, there is a risk that it gets overtrained and cannot solve the task for new data. Methods to prevent this, such as L2-regularization, introduce hyperparameters that are time-consuming to optimize. READ MORE

6. 20. Comparing Four Modelling Methods for the Simulation of a Soft Quadruped Robot

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Karin Lagrelius; [2022]
   Keywords : Soft Robotics; Modelling; Simulation; Lumped-parameter-method; Quadruped; Soft Actuator; Matlab Simulink; Matlab Simscape Multibody; Mjuk robotik; Modellering; Simulering; Klumpparametermetoden; Fyrfota; Mjukt ställdon; Matlab Simulink; Matlab Simscape Multibody;

   Abstract : A soft quadruped robot is being developed at the Department of Machine Design and Department of Production Engineering at KTH. The legs of the robot consist of four continuum actuators that can achieve complex movements. In order to efficiently develop gaits for the robot, reinforcement learning will be used. READ MORE