%0 e Book %A Paszynski, Maciej and Kranzlmüller, Dieter and Krzhizhanovskaya, Valeria V. and Dongarra, Jack J. and Sloot, Peter M.A. %E Paszynski, Maciej %E Kranzlmüller, Dieter %E Krzhizhanovskaya, Valeria V. %E Dongarra, Jack J. %E Sloot, Peter M.A. %I Springer International Publishing %D 2021 %C Cham %I : Imprint: Springer %C ; Cham %D 2021 %G English %B Theoretical Computer Science and General Issues %@ 9783030779771 %~ Universitätsbibliothek "Georgius Agricola" %T Computational Science – ICCS 2021: 21st International Conference, Krakow, Poland, June 16–18, 2021, Proceedings, Part V %U https://doi.org/10.1007/978-3-030-77977-1 %7 1st ed. 2021. %X Computer Graphics, Image Processing and Artificial Intelligence -- Factors affecting the sense of scale in immersive, realistic Virtual Reality space -- Capsule Network versus Convolutional Neural Network in Image Classification Comparative Analysis -- State-of-the-art in 3D face reconstruction from a single RGB image -- Towards understanding time varying triangle meshes -- Semantic similarity metric learning for sketch-based 3D shape retrieval -- ScatterPlotAnalyzer: Digitizing Images of Charts Using Tensor-based Computational Model -- EEG-Based Emotion Recognition Using Convolutional Neural Networks -- Improving Deep Object Detection Backbone with Feature Layers -- Procedural Level Generation with Difficulty Level Estimation for Puzzle Games -- ELSA: Euler-Lagrange Skeletal Animations - novel and fast motion model applicable to VR/AR devices -- Composite generalized elliptic curve-based surface reconstruction -- Supporting Driver Physical State Estimation by Means of Thermal Image Processing -- Smart Events in Behavior of Non-player characters in Computer Games -- Place Inference via Graph-based One-class Decisions on Deep Embeddings and Blur Detections -- Football Players Movement Analysis in Panning Videos -- Shape reconstruction from point clouds using closed form solution of a fourth-order partial differential equation -- Data-Driven Computational Sciences -- Addressing Missing Data in a Healthcare Dataset Using an Improved kNN Algorithm -- Improving Wildfire Simulations by Estimation of Wildfire Wind Conditions from Fire Perimeter Measurements -- Scalable Statistical Inference of Photometric Redshift via Data Subsampling -- Timeseries based deep hybrid transfer learning framework: A case of electrical vehicle energy consumption -- Hybrid machine learning for time-series energy data for enhancing energy efficiency in buildings -- I-80 Closures: An Autonomous Machine Learning Approach -- Energy Consumption Prediction for Multi-functional Buildings Using Convolutional Bidirectional Recurrent Neural Networks -- Machine Learning and Data Assimilation for Dynamical Systems -- Deep Learning for Solar Irradiance Nowcasting: A Comparison of a Recurrent Neural Network and Two Traditional Methods -- Automatic-differentiated Physics-Informed Echo State Network (API-ESN) -- A machine learning method for parameter estimation and sensitivity analysis -- Auto-Encoded Reservoir Computing for Turbulence Learning -- Low-dimensional Decompositions for Nonlinear Finite Impulse Response Modeling -- Latent GAN: using a latent space-based GAN for rapid forecasting of CFD models -- Data Assimilation in the Latent Space of a Convolutional Autoencoder -- Higher-order hierarchical spectral clustering for multidimensional data -- Towards data-driven simulation models for building energy management -- Data Assimilation using Heteroscedastic Bayesian Neural Network Ensembles for Reduced-Order Flame Models -- A GPU algorithm for outliers detection in TESS light curves -- Data-driven deep learning emulators for geophysical forecasting -- NVIDIA SimNet: An AI-Accelerated Multi-Physics Simulation Framework -- MeshFree Methods and Radial Basis Functions in Computational Sciences -- Analysis of vortex induced vibration of a thermowell by high fidelity FSI numerical analysis based on RBF structural modes embedding -- Automatic Optimization Method based on mesh morphing surface sculpting driven by Biological Growth Method: an application to the Coiled Spring section shape -- Multiscale Modelling and Simulation -- Verification, Validation and Uncertainty Quantification of large-scale applications with QCG-PilotJob -- Towards a coupled migration and weather simulation: South Sudan conflict -- Evaluating WRF-BEP/BEM performance: on the way to analyze urban air quality at high resolution using WRF-Chem+BEP/BEM -- Pathology dynamics in healthy-toxic protein interaction and the multiscale analysis of neurodegenerative diseases -- A Semi-implicit Backward Differentiation ADI Method for Solving Monodomain Model -- A Deep Learning Approach for Polycrystalline Microstructure-Statistical Property Prediction -- MsFEM upscaling for the coupled thermo-mechanical problem -- MaMiCo: Non-Local Means Filtering with Flexible Data-Flow for Coupling MD and CFD. %Z https://katalog.ub.tu-freiberg.de/Record/0-1761811053 %U https://katalog.ub.tu-freiberg.de/Record/0-1761811053