Sökning: "monte carlo kth"
Visar resultat 1 - 5 av 267 uppsatser innehållade orden monte carlo kth.
1. Uncertainty Estimation in Radiation Dose Prediction U-Net
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : The ability to quantify uncertainties associated with neural network predictions is crucial when they are relied upon in decision-making processes, especially in safety-critical applications like radiation therapy. In this paper, a single-model estimator of both epistemic and aleatoric uncertainties in a regression 3D U-net used for radiation dose prediction is presented. LÄS MER
2. Branching Out with Mixtures: Phylogenetic Inference That’s Not Afraid of a Little Uncertainty
Master-uppsats, KTH/Matematisk statistikSammanfattning : Phylogeny, the study of evolutionary relationships among species and other taxa, plays a crucial role in understanding the history of life. Bayesian analysis using Markov chain Monte Carlo (MCMC) is a widely used approach for inferring phylogenetic trees, but it suffers from slow convergence in higher dimensions and is slow to converge. LÄS MER
3. Optimering av en framtida solcellsanläggning : En teknoekonomisk analys för Korskyrkan i Uppsala
Kandidat-uppsats, KTH/Skolan för industriell teknik och management (ITM)Sammanfattning : I detta kandidatexamensarbete planerades en solcellsanläggning av optimal storlek för Korskyrkan i Uppsala efter deras geografiska placering och elkonsumtion. Målet var att ge en oberoende lönsamhetsbedömning genom att jämföra en egen modellering i System Advisor Model (SAM) med offerter från två olika solcellsföretag. LÄS MER
4. Design and Implementation of a Rocket Launcher Hybrid Navigation
Master-uppsats, KTH/Lättkonstruktioner, marina system, flyg- och rymdteknik, rörelsemekanikSammanfattning : Rocket Factory Augsburg (RFA) a German New Space Startup is developing a three-stage rocket launcher aiming at LEO/SSO orbits. A fundamental responsibility of the GNC team is the development of the rocket navigation algorithm to estimate the attitude, position, and velocity allowing the guidance and control loops to autonomously steer the rocket. LÄS MER
5. Utilizing logistic regression to apply the ELO system in forecasting Premier League odds
Kandidat-uppsats, KTH/Matematisk statistikSammanfattning : This thesis provides insights into the creation of a model for predicting odds in the Premier League. It illustrates how the ELO system and historical odds, in combination with Monte Carlo simulations, can be implemented through logistic regression to predict odds in an unbiased way. LÄS MER