Essays about: "reweighting"
Showing result 1 - 5 of 6 essays containing the word reweighting.
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1. Determining Protein Conformational Ensembles by Combining Machine Learning and SAXS
University essay from KTH/Tillämpad fysikAbstract : In structural biology, immense effort has been put into discovering functionally relevant atomic resolution protein structures. Still, most experimental, computational and machine learning-based methods alone struggle to capture all the functionally relevant states of many proteins without very involved and system-specific techniques. READ MORE
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2. Learning from noisy labelsby importance reweighting: : a deep learning approach
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Noisy labels could cause severe degradation to the classification performance. Especially for deep neural networks, noisy labels can be memorized and lead to poor generalization. READ MORE
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3. Uneven Image Point Distribution in Camera Pre-Calibration and its Eects on 3D Reconstruction Errors
University essay from Umeå universitet/Institutionen för datavetenskapAbstract : In camera pre-calibration, images of a calibration object are commonly used to determine the internal geometry of a camera. The calibration imaging is often optimized to have the calibration object cover as large image area as possible. This is likely to yield a larger concentration of measured image points near the center of the image sensor. READ MORE
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4. Trigger Algorithms and Monte Carlo Event Generation for Dijet Searches in ATLAS and Beyond
University essay from Lunds universitet/Fysiska institutionen; Lunds universitet/Partikel- och kärnfysikAbstract : So far, the Standard Model (SM) has been very successful in describing non-gravitational interactions of fundamental particles. However, many of its theoretical and experimental shortcomings remain unresolved. READ MORE
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5. DERIVATION OF A REWEIGHTING ALGORITHM FOR THE PREDICTION OF THE THERMODYNAMIC STABILITY OF MUTATED SEQUENCES AND EVALUATION OF ITS USABILITY IN A SIMPLE CONTINUOUS PROTEIN MODEL
University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisationAbstract : In this thesis, a new reweighting algorithm for predicting the native conformations of amino acid sequences, consisting of 16 residues in a reduced representation continuous protein model, is derived and tested to map neutral nets of α-helices and β-sheets. For examining the potential of the reweighting algorithm for predicting the thermodynamic stability of amino acid sequences, it is applied to a mutational pathway, connecting a α-helix to a β-sheet. READ MORE