Sökning: "Energy-Based Models"
Visar resultat 1 - 5 av 13 avhandlingar innehållade orden Energy-Based Models.
1. Development of Energy-based Damage and Plasticity Models for Asphalt Concrete Mixtures
Sammanfattning : Characterizing the full range of damage and plastic behaviour of asphalt mixtures under varying strain-rates and stress states is a complex and challenging task. One reason for this is partly due to the strain rate and temperature dependent nature of the material as well as the variation in the properties of the constituent materials that make up the composite asphalt mixture. LÄS MER
2. Towards Accurate and Reliable Deep Regression Models
Sammanfattning : Regression is a fundamental machine learning task with many important applications within computer vision and other domains. In general, it entails predicting continuous targets from given inputs. LÄS MER
3. Towards energy-based fracture modelling for crashworthiness applications
Sammanfattning : The automotive industry is currently adapting to progessively more stringent emission and safety regulations imposed by governmental agencies. This introduces significant design difficulties due to the conflicting nature of passenger safety in automotive manufacturing, namely that increased crashworthiness generally leads to heavier vehicles, which in turn leads to more severe crashes. LÄS MER
4. Local Signal Models for Image Sequence Analysis
Sammanfattning : The thesis describes novel methods for image motion computation and template matching.A multiscale algorithm for energy-based estimation and representation of local spatiotemporal structure by second order symmetric tensors is presented. LÄS MER
5. Molecular modeling on reactions with lipases and related catalysts
Sammanfattning : The first part of this thesis discusses theories and methodsin the field of molecular modeling. A brief introduction to thequantum chemistry methods and the forte field methods is given. LÄS MER