Essays about: "kopia"

Showing result 6 - 10 of 31 essays containing the word kopia.

  1. 6. Groundwater modeling of Krycklan catchment and evaluation of the groundwater discharge distribution

    University essay from KTH/Hållbar utveckling, miljövetenskap och teknik

    Author : Sandra Edström; [2022]
    Keywords : groundwater modelling; groundwater flow; Krycklan catchment; topography-controlled groundwater surface; evapotranspiration; groundwater discharge; groundwater recharge; grundvattenmodellering; grundvattenflöde; Krycklan avrinningsområde; topografi-kontrollerad grundvattenyta; evapotranspiration; grundvattenutflöde; grundvatteninfiltration;

    Abstract : This thesis aimed to evaluate the groundwater discharge distribution in the Krycklan catchment by developing a groundwater flow model using COMSOL Multiphysics and assuming a topography- controlled groundwater surface. Previous research has shown that the groundwater surface can be modeled as a subdued replica of the topography in humid climate regions where the permeability of the subsurface is low and where the groundwater surface is shallow. READ MORE

  3. 7. Investigating Evacuation Factors on the KTH Computer Science Chapter Hall using 3D Cellular Automata

    University essay from KTH/Datavetenskap

    Author : Pontus Prüzelius; Michael Morales Sundstedt; [2022]
    Keywords : ;

    Abstract : Aspects regarding safety is always a concern when designing buildings, especially in times of emergencies. Thus, evacuations of said buildings are of paramount importance. READ MORE

  4. 8. Generating Terraform Configuration Files with Large Language Models

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

    Author : Oskar Bonde; [2022]
    Keywords : Terraform; Transformer models; Generating configuration files; Large Language Models; Codex; Terraform; Transformer-modeller; Generera konfigurationsfiler; Stora språkmodeller; Codex;

    Abstract : This thesis explores how large language models can be used to generate configuration files for Terraform from natural language descriptions. Few-shot and fine-tuning paradigms are evaluated on decoder-only models of varying size, including the state-of-the-art Codex model. READ MORE

  5. 9. Distributed Robust Learning

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

    Author : Akhil Yerrapragada; [2021]
    Keywords : Byzantine resilient decentralized training; Gradient aggregation rules; α; f Byzantine resilience; Fault tolerance; Ring all-reduce.; Byzantinsk motståndskraftig decentraliserad träning; Gradientaggregeringsregler; α; f Byzantinsk motståndskraft; Feltolerans; Ring allreducera.;

    Abstract : Accuracy obtained when training deep learning models with large amounts of data is high, however, training a model with such huge amounts of data on a single node is not feasible due to various reasons. For example, it might not be possible to fit the entire data set in the memory of a single node, training times can significantly increase since the dataset is huge. READ MORE

  6. 10. Period Drama : Punctuation restoration in Swedish through fine- tuned KB-BERT

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

    Author : John Sinderwing; [2021]
    Keywords : NLP; Transformer; punctuation restoration; BERT; KB-BERT; machine learning; neural network; NLP; Transformer; återinföring av skiljetecken; BERT; KB-BERT; maskininlärning; neurala nätverk;

    Abstract : Presented here is a method for automatic punctuation restoration in Swedish using a BERT model. The method is based on KB-BERT, a publicly available, neural network language model pre-trained on a Swedish corpus by National Library of Sweden. This model has then been fine-tuned for this specific task using a corpus of government texts. READ MORE