Essays about: "Weights"

Showing result 21 - 25 of 594 essays containing the word Weights.

  1. 21. On Linear Mode Connectivity up to Permutation of Hidden Neurons in Neural Network : When does Weight Averaging work?

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

    Author : Adhithyan Kalaivanan; [2023]
    Keywords : Mode Connectivity; Representation Learning; Loss Landscape; Network Symmetry; Lägesanslutning; representationsinlärning; förlustlandskap; nätverkssymmetri;

    Abstract : Neural networks trained using gradient-based optimization methods exhibit a surprising phenomenon known as mode connectivity, where two independently trained network weights are not isolated low loss minima in the parameter space. Instead, they can be connected by simple curves along which the loss remains low. READ MORE

  3. 22. Conceptual design of the next generation gas turbines : Modelling of a hybrid electric mixed turbofan for a trainer aircraft

    University essay from Mälardalens universitet/Akademin för ekonomi, samhälle och teknik

    Author : Sophia Fisher; Michael Åkerström; [2023]
    Keywords : Hybrid propulsion; mixed turbofan; parallel configuration; performance;

    Abstract : To mitigate climate change, all sectors must contribute their part. Electric propulsion system is a promising approach to reduce emissions from the aviation industry. A major challenge is however the low energy density in today’s battery technology. READ MORE

  4. 23. Developing an Automated Drivability Index for Swedish Roadways

    University essay from KTH/Transportplanering

    Author : ANDREI DAVID RADU; [2023]
    Keywords : ;

    Abstract : The masters thesis aims to determine a method to understand which road segments could pose safety risks or where Level 4 autonomous vehicles would operate poorly in the Swedish road context. This vehicle’s ability to operate adequately can be defined as ‘drivable’. READ MORE

  5. 24. Analysing the Optimal Fund Selection and Allocation Structure of a Fund of Funds

    University essay from KTH/Matematik (Avd.)

    Author : Idun Cederberg; Ida Cui; [2023]
    Keywords : Master Thesis; Financial Mathematics; Fund of Funds; Portfolio Optimization; Mean Variance Optimization; Masterexamensarbete; finansiell matematik; fond i fond; portföljoptimering; modern portföljteori;

    Abstract : This thesis aims to investigate different types of optimization methods that can be used when optimizing fund of fund portfolios. Moreover, the thesis investigates which funds that should be included and what their respective portfolio weights should be, in order to outperform the Swedish SIX Portfolio Return Index. READ MORE

  6. 25. Wind Turbine Installation Methods: Investigating Increasing Turbine Heights

    University essay from Uppsala universitet/Institutionen för geovetenskaper

    Author : William Anderson; [2023]
    Keywords : Installation; Construction; Large-scale; Turbine;

    Abstract : There is limited information available regarding the strategies surrounding the construction and logistical issues that will be faced in connection with the up-scaling of wind turbine technology. As wind turbines are manufactured at greater sizes, the industry will need to face these issues head-on to avoid many obstacles pertaining to transportation from the manufacturer to the project site, and the installation of massive turbine components at soaring heights. READ MORE