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Credit Risk Modeling for European Utility Companies: A Hybrid Approach

Assessing credit risk for European utility companies is difficult due to the limited number of defaults and differences in data availability between firms. This thesis develops a hybrid framework to estimate one-year Probability of Default for a portfolio of European utilities, combining a market-based structural model for publicly traded companies with a financial ratio-based scoring model for pr

Characterization of the Galactic disks using t-SNE and k-means clustering

Problem: The Milky Way disk consists of two distinct components, the thin and thick disk, each with unique kinematical, elemental, and age-related properties. Among all the properties considered, age stands out as the only one that does not exhibit significant overlap, thereby offering clearer separation between the populations. Stellar ages, determined through isochrone fitting, are reliable main

Production, Isolation, and Characterisation of Carotenoids from Engineered Rhodothermus marinus

Extremophilic bacteria, like Rhodothermus marinus, hold promising potential to be used as non-model cell factories for the production of various metabolites, such as carotenoids or exopolysaccharides, due to their inherent adaptability to extreme environmental conditions. This study explores the production, isolation, and characterisation of carotenoids from an engineered R. marinus strain termed

De förbjudna äggen : en fallstudie om miljö, makt och agens i 1700-talets Sverige genom 1762 års äggningsförbud

This thesis examines the causes and effects of the 1762 prohibition introduced by the Swedish diet against the collection of seabird eggs. The study lies at the intersection of environmental, political, animal, and hunting history, focusing on environmental regulations concerning huntable species imposed by political authorities. Previous research has largely accepted the prohibition as a given, w

Hedge Profits in Fat-Tail with AI

The fundamental way to optimize hedging transactions is to improve trading technology. This thesis uses AI to process the fat-tail part of financial data and optimizes the classic hedge error loss problem. Fat-tail data indicates large price changes, contains a lot of information, and has a large degree of data dispersion, which is suitable for AI processing. Investors will only trade when they se

Överkonfidens bakom ratten: En kvantitativ studie om könsidentitet och stereotypers påverkan på självuppskattad trafikkunskap

Denna studien syftar till att undersöka om könsidentitet och stereotyper är relaterade till hur svenska medborgare med B-körkort bedömer sin egen kompetens inom bil- och trafikkunskaper, samt om dessa variabler ger upphov till överkonfidens inom det valda ämnet. Tidigare forskning visar att det existerar föreställningar och stereotyper om att män är bättre bilförare än kvinnor, men också att dettaThis study aims to examine whether gender identity and stereotypes has an impact on how Swedish citizens with class B driving licence self-assess their competence regarding driving knowledge, as well as if these variables contribute to overconfidence within the chosen subject. Earlier research has found that stereotypes, that men have better driving knowledge than women, exists. This further leads

From Theory to Reality: Implementing Product-as-a-Service in Practice

The way resources are extracted, consumed and handled after use puts pressure on the environment. In order to slow down the flow of resources, circularity has emerged as a solution by the EU through the Circular Economy Action Plan. To make the transition to a circular economy possible, companies have to adjust their business models accordingly and Product-as-a-Service is one of many circular busi

Transformer Based Next Generation Wireless Communication Receiver

The Integration of Machine Learning in OFDM Receivers The integration of Machine Learning (ML) into various fields has prompted exploration into the effectiveness of advanced ML architectures within Orthogonal Frequency Division Multiplexing (OFDM) receivers. Prior work by Nvidia demonstrated the promise of Graph Neural Networks (GNNs) in replacing key components of a traditional receiver, surpas

Prospects of probing dark matter models in CEνNS at ESS

In this work, we study how Coherent Elastic Neutrino Nucleus scattering processes can be used to probe both B-L as well as Li-Lj dark matter models. While the B-L model is assumed to have no kinetic mixing, the whole interaction coming from the Standard Model particle’s coupling to the dark gauge field, the Li-Lj requires mixing to be detectable. The influence of free parameters (the dark coupling

Nyexaminerade sjuksköterskors upplevelser av arbetsrelaterad stress

Bakgrund: Nyexaminerade sjuksköterskor upplever ofta arbetsrelaterad stress i övergången från student till yrkesverksam. Det kan påverka både deras hälsa och kvaliteten på vården samt leda till att färre väljer att stanna kvar inom yrket. Syfte: Syftet med studien var att belysa nyexaminerade sjuksköterskors upplevelser av arbetsrelaterad stress. Metod: En icke-systematisk litteraturstudie av kval

Distilling in the Dark: Effective Knowledge Distillation in LLMs Under Data Constraints

Att göra AI smart med små medel – ny metod utmanar gamla träningssätt Under de senaste åren har det blivit allt tydligare att när tillräckligt stora språkmodeller tränas på enorma mängder text, lyckas de extrahera förvånansvärt mycket kunskap. Det leder till en rik representation av världen och en bred uppsättning färdigheter, vilket gör modellerna mycket användbara inom allt från att ge medicinsLarge language models (LLMs) have achieved remarkable capabilities but remain costly to deploy at scale. Knowledge distillation offers a way to transfer knowledge from large, high-capacity models into smaller, more efficient ones. This thesis investigates two key questions: (1) how specific design choices affect distillation performance, and (2) how distillation can be effectively performed in the

Behandlingsarbete med våldsutövande män - En kvalitativ intervjustudie om socialarbetares upplevelser och erfarenheter

The purpose of this study was to illustrate social workers' experiences of treatment work with men who use, or have used, violence against their female partners and how they feel that the legal clarification in SoL affected the conditions for the treatment work with violent men. The study was based on semi-structured interviews with seven social workers from seven different cities in Sweden wh

Evaluation of Hydrolysis Conditions for Free Fatty Acid Production Using Immobilized Lipases.

Enzymatic hydrolysis using immobilized lipases for the production of free fatty acids and glycerol is a promising alternative to the current industrial standard. This study investigates a set of hydrolysis reactions catalysed by four different immobilization techniques to increase the knowledge on two-phase systems. The evaluation of how water purity, buffer salts, and water amount affect the reac

A Critical Analysis of Renewable Energy Cooperation between China and Gulf States (Saudi Arabia and UAE): Addressing Structural Asymmetries and Strategic Objectives

This study explores the renewable energy cooperation between China and the Gulf countries, particularly Saudi Arabia and the United Arab Emirates, focusing on how this collaboration addresses underlying structural asymmetries. These asymmetries include China's technological advancements, institutional frameworks, and discursive power, as well as the Gulf's resource and capital endowments.

Transmission of Monetary Policy Shocks in a Small Open Economy: A Sector-Level PCA-VAR Approach

This thesis investigates the effects of monetary policy shocks, both domestically from the Swedish Riksbank and internationally from the European Central Bank, on eight macro-sensitive Swedish equity indexes over the time period 2004-2024. Employing high-frequency yield changes around policy announcements, we extract level, slope and curvature factors via principal component analysis and use these

Multidimensional spectroscopy of correlated systems in the Floquet formalism

Från det att kvantmekaniken utvecklades under den större delen av 1900-talet har en mängd nya områden introducerats inom fysikens värld. Bland dessa finner vi fasta tillståndets fysik, som beskriver hur de allra minsta partiklarna interagerar med vår värld. Framförallt vill man beskriva hur partiklar beter sig i olika material, samt reagerar på diverse externa krafter. Detta är till exempel en oerMulti-dimensional spectroscopy is a technique used by scientists to capture ultra-fast quantum effects. In particular, it uses several different frequencies to investigate nonlinear responses. Here we use this technique and apply it on a system of 2 spin-1/2 particles having some magnetic moment, and investigate the behavior of the probability density for a certain spin-state as well as the spin e

Optimizing Quality Assurance Process through Test Data Analysis

Detta examensarbete syftar till att utvärdera om användningen av historisk testdata kan bidra till en förbättrad testprocess. I rapporten presenteras två JavaScript-algoritmer utvecklade av uppsatts- författarna, createTestRun och updateTestRun, som är specifikt utvecklade för att optimera urvalet av testfall och minimera redundans mellan testkörningar. Algoritmernas bygger på historisk data som hThis thesis presents an approach to utilize historical test execution data for improving the test process within a Quality Assurance (QA) department. The thesis research introduces two custom-built JavaScript algorithms, createTestRun and updateTestRun, designed to optimize the selection of test cases and effectively reduce redundancy in between test runs. The algorithms were developed by the thes

Framtidens hållbara drivmedel: Klimatsmarta omställningar för yrkesfordon i jordbrukssektorn

I takt med att hållbarhet blir viktigare söker många företag inom jordbrukssektorn lösningar för att fasa ut fossila drivmedel. Utmaningen blir ännu mer komplex när ersättningen ska vara kompatibel med en existerande fordonsflotta, utan investering i nya fordon. Denna studie jämförde fyra kommersiellt tillgängliga och förnybara drivmedel med referensbränslet diesel. De undersökta drivmedlen är HVAs sustainability becomes more important in today's society, many companies in the agricultural sector are looking for new alternatives to fossil fuels. The challenge becomes even more complex when the replacement must be compatible with an existing vehicle fleet, without requiring new investments in vehicles. This report compares four commercially available and renewable fuels, using convent