Computational Science - Iccs 2019: 19th International Conference, Faro, Portugal, June 12-14, 2019, Proceedings, Part IV

ISBN-13: 9783030227463 / Angielski / Miękka / 2019 / 663 str.

Joao M. F. Rodrigues; Pedro J. S. Cardoso; Janio Monteiro

Spis treści

Track of Data-Driven Computational Sciences.- Nonparametric Approach to Weak Signal Detection in the Search for Extraterrestrial Intelligence (SETI).- Parallel Strongly Connected Components Detection with Multi-partition on GPUs.- Efficient Parallel Associative Classification based on Rules Memoization.- Integrated Clustering and Anomaly Detection (INCAD) for Streaming Data.- An Implementation of Coupled Dual-Porosity-Stokes Model with FEniCS.- Anomaly Detection in Social Media using Recurrent Neural Network.- Conditional BERT Contextual Augmentation.- An innovative and reliable water leak detection service supported by data-intensive remote sensing processing.- Track of Machine Learning and Data Assimilation for Dynamical Systems.- Scalable Weak Constraint Gaussian Processes.- A Learning-Based Approach for Uncertainty Analysis in Numerical Weather Prediction Models.- Kernel embedded nonlinear observational mappings in the variational mapping particle filter.- Data assimilation in a nonlinear time-delayed dynamical system with Lagrangian optimization.- Machine learning to approximate solutions of ordinary differential equations: Neural networks vs. linear regressors.- Kernel Methods for Discrete-Time Linear Equations.- Physics-Informed Echo State Networks for Chaotic Systems Forecasting.- Tuning Covariance Localization using Machine Learning.- Track of Marine Computing in the Interconnected World for the Benefit of the Society.- Marine and Atmospheric Forecast Computational System for Nautical Sports in Guanabara Bay (Brazil).- An integrated perspective of the Operational Forecasting System in Rias Baixas (Galicia, Spain) with observational data and end-users.- Climate evaluation of a high-resolution regional model over the Canary current upwelling system.- Validating Ocean General Circulation Models via Lagrangian particle simulation and data from drifting buoys.- Implementation of a 3-dimentional hydrodynamic model to a fish aquaculture area in Sines, Portugal - A down-scaling approach.- Numerical characterization of the Douro River plume.- The Impact of Sea Level Rise in the Guadiana Estuary.- Estuarine light attenuation modelling towards improved management of coastal fisheries.- The NARVAL software toolbox in support of ocean model skill assessment at regional and coastal scales.- Salinity control on Saigon river downstream of Dautieng reservoir within multi-objective simulation-optimisation framework for reservoir operation.- Clustering hydrographic conditions in Galician estuaries.- Early Warning Systems for Shellfish Safety - The Pivotal Role of Computational Science.- Track of Multiscale Modelling and Simulation.- Creating a reusable cross-disciplinary multi-scale and multi-physics framework: from AMUSE to OMUSE and beyond.- A Semi-Lagrangian Multiscale Framework for Advection-Dominant Problems.- A Multiscale Model of Atherosclerotic Plaque Development: toward a Coupling between an Agent-Based Model and CFD Simulations.- Special Aspects of Hybrid Kinetic-Hydrodynamic Model When Describing the Shape of Shockwaves.- Computational Analysis of Pulsed Radiofrequency Ablation in Treating Chronic Pain.- MaMiCo: Parallel Noise Reduction for Multi-Instance Molecular-Continuum Flow Simulation.- Projection-Based Model Reduction Using Asymptotic Basis Functions.- Introducing VECMAtk - verification, validation and uncertainty quantification for multiscale and HPC simulations.- Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation.- deal.II Implementation of a Weak Galerkin Finite Element Solver for Darcy Flow.- Recovery of the Interface Velocity for the Incompressible Flow in Enhanced Velocity Mixed Finite Element Method.- A New Approach to Solve the Stokes-Darcy-Transport System Applying Stabilized Finite Element Methods.- Energy Stable Simulation of Two-Phase Equilibria with Capillarity.- Effects of Numerical Integration on DLM/FD Method for Solving Interface Problems with Body-Unfitted Meshes.- Application of a Double Potential Method to Simulate Incompressible Viscous Flows.- A bubble formation in the two-phase system.- Performance of a Two-Path Aliasing Free Calculation of a Spectral DNS Code.- DNS of mass transfer from bubbles rising in a vertical channel.- A Hybrid Vortex Method for the simulation of 3D incompressible flows.- Accelerated Phase Equilibrium Predictions for Subsurface Reservoirs Using Deep Learning Methods.- Study on the thermal-hydraulic coupling model for the enhanced geothermal systems.- Modelling of thermal transport in wire + arc additive manufacturing process.