Essays about: "kernels"
Showing result 6 - 10 of 102 essays containing the word kernels.
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6. Designing Effective Derivative Line Filters: Utilizing convolution to extract extra information
University essay from KTH/Matematik (Avd.)Abstract : The ability to generate accurate approximations of derivatives holds significant importance in numerous scientific fields, including chemistry, economics and fluid mechanics. This thesis is centred around extracting hidden information in data using Smoothness-Increasing Accuracy-Conserving (SIAC) filters. READ MORE
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7. An Evaluation of Classical and Quantum Kernels for Machine Learning Classifiers
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Quantum computing is an emerging field with potential applications in machine learning. This research project aimed to compare the performance of a quantum kernel to that of a classical kernel in machine learning binary classification tasks. READ MORE
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8. Approximate Bayesian Computation for Data-Driven Epidemiological Models
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Epidemiological models can help us to understand the spread of pathogens in a population. Fitting these mathematical models to epidemiological data can be a difficult task due to uncertain or missing data. READ MORE
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9. Path integrals in Quantum Mechanics and their application to low-dimensional supersymmetry
University essay from Uppsala universitet/Teoretisk fysikAbstract : This report aims to give an insight to the path integral formalism in quantum mechanics. After explaining the kernel's construction, some of its properties and ways to compute it, we see how it relates to the Schrödinger picture. Moreover, we see how its representation can change if it is defined in the space, momentum, time or energy space. READ MORE
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10. Characterisation of resistance in wheat to Fusarium Head Blight complex
University essay from SLU/Dept. of Forest Mycology and Plant PathologyAbstract : The plant pathobiome is described as a set of microorganisms that interact with each other and with the plant biotic environment to influence disease progress. Recent studies have led to the realisation that a disease in a plant is not always associated with single organisms rather is a result of complex interactions between various taxa, the host, and the environment. READ MORE