Essays about: "Hannes Aspåker"

Found 2 essays containing the words Hannes Aspåker.

1. 1. Study of hole mobility in amorphous polyethylene via kinetic Monte Carlo methods

   University essay from KTH/Matematik (Avd.)

   Author : Hannes Aspåker; [2022]
   Keywords : ;

   Abstract : This thesis presents a study of hole mobility in amorphous polyethylene using kinetic Monte Carlo (KMC) methods together with a novel chain segmentation model developed by Unge and Nilsson, which determines hole localization sites based on torsion angles along the polymer chain. An extension to the KMC algorithm was developed which improves performance by modelinground-trips between strongly interconnected localization sites. READ MORE

3. 2. Temporal Convolutional Networks for Nanopore DNA Sequencing

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Eric Santiago Garcia; Hannes Salomonsson Aspåker; [2020]
   Keywords : Temporal convolutional network; Nanopore se-quencing; DNA sequencing; Base caller;

   Abstract : Nanopore DNA sequencing is a novel method forsequencing DNA where an electronic signal is modulated bynucleotides passing through nanosized pores embedded in a mem-brane. While current state-of-the-art solutions employ recurrentneural networks to analyse the signal, temporal convolutionalnetworks have recently been shown to match or outperformrecurrent networks in signal processing tasks. READ MORE