Sökning: "optimisation"

Visar resultat 1 - 5 av 653 uppsatser innehållade ordet optimisation.

1. 1. Process parameter optimisation for Waspaloy using Laser-Directed Energy Deposition with Powder

   Kandidat-uppsats, Högskolan Väst/Institutionen för ingenjörsvetenskap

   Författare :Johannes Lövhall; [2024]
   Nyckelord :Process parameter optimisation; Waspaloy; Laser-Directed Energy Deposition with Powder;

   Sammanfattning : Material utilisation is of importance in the manufacturing industry formaking the most of each material, minimising waste and increasing cost-effectiveness. In this thesis, samples of Waspaloy built with the method of L-DED-P has been analysed in order to investigate how process pa-rameters influence the build quality and geometrical accuracy in as-builtobjects. LÄS MER

3. 2. Variational AutoEncoders and Differential Privacy : balancing data synthesis and privacy constraints

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

   Författare :Baptiste Bremond; [2024]
   Nyckelord :TVAE; Differential privacy; Tabular data; Synthetic data; DP-SGD; TVAE; differentiell integritet; tabelldata; syntetiska data; DP-SGD;

   Sammanfattning : This thesis investigates the effectiveness of Tabular Variational Auto Encoders (TVAEs) in generating high-quality synthetic tabular data and assesses their compliance with differential privacy principles. The study shows that while TVAEs are better than VAEs at generating synthetic data that faithfully reproduces the distribution of real data as measured by the Synthetic Data Vault (SDV) metrics, the latter does not guarantee that the synthetic data is up to the task in practical industrial applications. LÄS MER

4. 3. The Impact of Deep Neural Network Pruning on the Hyperparameter Performance Space: An Empirical Study

   Master-uppsats, Göteborgs universitet/Institutionen för data- och informationsteknik

   Författare :Jonna Matthiesen; [2023-10-24]
   Nyckelord :Compression; Deep Learning; DNN; Hyperparameters; Optimization; Pruning; Hyperparameter Optimisation; Hyperparameter Tuning;

   Sammanfattning : With the continued growth of deep learning models in terms of size and computational requirements, the need for efficient models for deployment on resource-constrained devices becomes crucial. Structured pruning has emerged as a proven method to speed up models and reduce computational requirements. LÄS MER

5. 4. Establishment and Characterisation of new Immunoreagents for diagnosis of Ovarian cancer

   H-uppsats,

   Författare :Fanny Carlsson; [2023-04-19]
   Nyckelord :ovarian; cancer; monoclonal; antibodies; biomarkers; CARM1; PARPi; EZH2i;

   Sammanfattning : Ovarian cancer is the most lethal of all gynaecological cancers and it is often diagnosedat an advanced stage due to diffuse and only mild symptoms at early stages.Early detection is crucial to increase survival but high-grade serous ovarian cancer(HGSOC) often presents non-specific symptoms, such as loss of appetite, bloating ofabdomen and tiredness. LÄS MER

7. 5. OPTIMISATION AND UNDERSTANDING OF TECHNOLOGICAL ARTEFACTS An Experimental Study Investigating the Role of Causal Cognition and Social Learning in Micro-society Paradigms

   Kandidat-uppsats, Institutionen för tillämpad informationsteknologi

   Författare :Albin Högberg; Eva Iliefski-Janols; [2023-02-01]
   Nyckelord :Cumulative Technological Culture; Cognitive Niche Hypothesis; Cultural Niche Hypothesis; Social Learning; Causal Cognition; Micro-society Paradigms;

   Sammanfattning : Cumulative technological culture - how humans can build upon and improve the technology and tools of earlier generations - has been regarded as a main contributing factor for Homo sapiens' success as a species. In this study we investigate the role of causal cognition and social learning in the optimisation of technological artefacts. LÄS MER