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Neural networks can be utilized for an ever widening selection of tasks. In this thesis the most common optimization algorithms underlying neural networks are investigated: classical momentum, Nesterov momentum, AdaGrad, AdaDelta, RMSprop, Adam, AdaMax, and Nadam. The underlying mathematics that these algorithms are based on is described. There is a summary of key components of a neural network—ac

The European Union (EU) taxonomy regulation marked a milestone in the sustainable finance agenda. The taxonomy aims to accelerate the mobilisation of public and private finance to support the transition to a net-zero economy. The EU’s taxonomy regulation established a classification system of environmentally sustainable economic activities to provide financiers clarity on what to consider a sustai

Under åren 1965-1974 genomfördes en omfattande bostadsproduktion i Sverige som betecknas miljonprogrammet. Då byggdes en miljon bostäder runtom i landet. Idag finns behov av att renovera dessa bostäder. I samband med det kan energisparåtgärder genomföras för att minska energianvändningen. Detta kan uppfyllas genom att åtgärda otäta väggar och byta ut äldre fönster som medför oönskade värmeförlusteIn order to maintain a good indoor environment, air pollutants such as moisture need to be removed by the ventilation. Among the Swedish Public Health Agency's general advices for ventilation and indoor environment, 3 g/m3 is a guideline value for moisture excess during winter months to not pose a risk to human health. The indoor climate parameters moisture excess, relative humidity and air va

In this paper, the viability of integrating solar power with an already running wind power plant is examined. The study, conducted in cooperation with Eolus, takes place in Anneberg, Sweden, home to three wind turbines with a combined capacity of 10.8 MW. This study examines whether or not it would be profitable to integrate an additional intermittent power source to the wind power plant’s existin

Syftet med detta examensarbete var att undersöka och öka kunskapen om hur olika parametrar påverkar de dynamiska egenskaperna hos balkbroar i stål som används för gångtrafik. Stålbroar används ofta på grund av sin höga hållfasthet och låga vikt. På grund av de lägre statiska lasterna som orsakas av fotgängare är de dynamiska lasterna vanligtvis dimensionerande. För lätta broar med ett lågt förhålThe aim of this master's thesis was to investigate and increase the knowledge of how different parameters affect the dynamic properties of steel beam bridges used for pedestrian traffic. Steel footbridges are commonly used due to their high strength and low weight. Due to the lower static loads caused by pedestrians, the dynamic loads are usually decisive. For lightweight bridges with a low

This thesis employed several portable sensors on board an unmanned aerial vehicle (UAV) and manned aircraft in order to test new methods of measuring vertical profiles of aerosol particles and contribute to knowledge of aerosol distributions in the atmosphere. More data in this area is required to improve atmospheric modelling and future climate scenarios. The handheld nanoparticle detector Partec

Fatty acids-based herbicides are considered to be a green alternative to synthesized weed control products. However, the environmentally sustainable effect of those herbicides needs more investigation to be confirmed. The aim of this work was to develop a chemical analysis method that enables identification of short-chain fatty acids (SCFA´s) and medium-chain fatty acids (MCFA´s) in a commercial f

Under covid-19-pandemin uppmärksammades tillämpningen av handlings-offentligheten. Covid-19-pandemin utgjorde en kris som innebar olika former av påfrestningar för bl.a. svenska myndigheter. Uppsatsens syfte är att utreda och analysera om det finns några inskränkningar i handlingsoffentligheten under normala förhållanden och under särskilda situationer som kris, krigsfara eller krig. Utöver det During the COVID-19 pandemic attention was paid to the right to access official documents. The COVID-19 pandemic constituted a crisis that meant various forms of stress for, among others, Swedish authorities. The purpose of the essay is to examine and analyze whether there are any restrictions on the right to access official documents under normal conditions and during special situations such as

Detta är ett undersökande examensprojekt där jag vill översätta kunskap om goda lekmiljöer till fysisk form. I sökandet efter vad som definierar en god lekmiljö har jag formulerat följande frågeställning: ”Hur kan lekmiljöer gestaltas som samspelar med barns fantasi, uppmuntrar tankefrihet, är tillgänglig för alla barn och inte styrande i sin användning?” Jag har genomfört litteraturstudie och erfThis is an exploratory master’s thesis, where I want to translate theoretical and empirical knowledge of sound play environments to physical form. In the search of what defines a sound play environment, I have formulated the following question: ” How can play environments be shaped to enhance the interaction with children’s imagination, encourage freedom of thought, create accessibility to all chi

The GASMAS technique has previously proven useful for examining and measuring the oxygen concentration in the lungs of preterm infants. GASMAS can distinguish absorption by one gas from the bulk absorption of the surrounding media, and can provide an instant, non-invasive and non-destructive way of examining lungs, and diagnosing dangerous conditions such as pneumothorax. Pneumothorax can be life-

Varje år publicerar Socialstyrelsen en kartläggning av den svenska förlossningsvården. Kartläggningen heter “Statistik om graviditeter, förlossningar och nyfödda barn” och beskriver, bland annat, hur ofta den födande drabbas av en allvarliga bristning. Statistiken för hur ofta en allvarlig bristning uppstår i varje svensk region har skiljt sig mellan regionerna sedan 1990. Socialstyrelsen själva uEvery year the National Board of Health and Welfare (NBHW) publishes a survey of Swedish maternity care. The survey is called "Statistics on pregnancies, births and newborn children" and describes, among other things, how often complications in the form of severe tares affect women giving birth in Sweden. The statistics for how often a severe tares occurs in each Swedish region have diff

The aim of this study was to examine what people working closely with clients for non-profit organizations (NPOs) in Skåne and Cape Town think about conditions and challenges in regard to the organizations’ operation. The focus is on organizations working with substance abuse. We have had seven semi-structured interviews with people who work closely with clients in the organization. Three of them

The informal sector is a widespread issue that affects many countries. Senegal, possessing a large informal sector, presents a special case because the government has been favourable for formalisation with initiatives to make it easier for entrepreneurs to formalise and the country possesses an advantageous environment for it to succeed. There are more female entrepreneurs doing business in the in

This article investigates American Airlines AAirpass offering. The aim of this case study is to outline the background as to why American Airlines opted to run this offering, examining the decision making and implications. This case also includes teaching notes and a PowerPoint presentation.

Den 1 juni 2022 trädde lagförslaget Modernare regler för användning av tvångsmedel i kraft. Med den nya lagstiftningen kan brottsbekämpande myndigheter nu förmå enskilda att medverka till biometrisk autentisering för att få tillgång till elektroniska uppgifter som är lagrade i avläsningsbara informationssystem. Om den enskilde vägrar att medverka till det kan polisen genomföra autentiseringen. DOn 1 June 2022, the bill 'Modernised rules for the use of coercive measures' entered into force. Under the new legislation, law enforcement authorities can now require individuals to participate in biometric authentication in order to gain access to scannable information systems. If the individual refuses to co-operate, the police can carry out the authentication. The new legislation rai

Problem gambling is a serious social problem that can have significant negative impacts on an individual's life in various ways. Considering that preventing and combating problem gambling is one of the stated goals in the Swedish social services act, it is essential for social workers to understand how problem gamblers view problems related to their gambling. In this study, I have examined how

Kina har under flera års tid varit en av världens snabbast växande ekonomier och utgör därmed en enorm potentiell marknad för svenska företag. Den ökande handeln och transaktionerna med Kina kräver förståelse för kinesisk kontraktsrätt, som ännu inte är särskilt välkänd eller studerad i resten av världen. Syftet med uppsatsen är att jämföra och analysera likheter och skillnader mellan svensk och China has for many years been one of the world's fastest growing economies and has enormous potential for Swedish companies. The increase in trading and transactions with China requires an understanding of Chinese Contract Law, which is neither widely studied nor well known to the world. The purpose of this study is to compare and analyse the similarities and differences between Swedish, Chin

In this thesis the automation of an optical sight validation process was studied. The goal was to find a solution for controlling the position of a red dot in a red dot sight. A red dot sight is a non-magnifying reflector sight in which the user sees a red dot instead of a reticle. The movement of the dot was performed by fastening and unfastening adjustment screws on the sight. A side goal was to