Essays about: "Numerical ability"
Showing result 6 - 10 of 83 essays containing the words Numerical ability.
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6. Evaluation of Physics Informed Neural Networks in engineering simple structural analysis problems
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Neural Networks have found many applications for a long time in Machine Learning in different disciplines, and have especially flourished in the last decade because of the ever-increasing processing power especially from GPUs. Because of their ability to operate as universal function approximators and model nonlinear processes, attempts have been made in recent years to be also used for modeling partial differential equation (PDE) solutions. READ MORE
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7. Forecasting Football Corner Odds: Statistical Modelling, Betting Strategies and Assessing Market Efficiency
University essay from Lunds universitet/Matematisk statistikAbstract : Statistical modelling could be included in a betting strategy where the value of a bet is assessed by comparing model predictions and market odds. This thesis presents several models based on statistical learning methods for predicting the total number of corners in a football match. READ MORE
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8. Multi-Scale Topology Optimization of Lattice Structures Using Machine Learning
University essay from Uppsala universitet/Tillämpad mekanikAbstract : This thesis explores using multi-scale topology optimization (TO) by utilizing inverse homogenization to automate the adjustment of each unit-cell's geometry and placement in a lattice structure within a pressure vessel (the design domain) to achieve desired structural properties. The aim is to find the optimal material distribution within the design domain as well as desired material properties at each discretized element and use machine learning (ML) to map microstructures with corresponding prescribed effective properties. READ MORE
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9. Conform with the Wind : Processing short-term ensemble forecasts with conformal based methods for probabilistic wind-speed forecasting
University essay from Lunds universitet/Matematisk statistikAbstract : Forecasting wind has always been an interesting subject, and as large parts of the world are relying more on wind for power production it is becoming even more important to have reliable forecasts. Probabilistic forecasts, where distributions are predicted in contrast to deterministic forecasts, are impor- tant for informed decision making. READ MORE
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10. An Empirical Study About Young People's Risk Preferences and Determinants Affecting them
University essay fromAbstract : In this report, the aim was to investigate what determinants or associations may affect an individual’s choice when facing different risk-related prospectus. Through surveys based on previous literature, a study on a sample of 119 respondents, containing students from the School of Business, Economics, and Law in Gothenburg was done. READ MORE
