Computational Science - ICCS 2020 - 20th International Conference, Amsterdam, The Netherlands, June 3-5, 2020, Proceedings, Part VII

The seven-volume set LNCS 12137, 12138, 12139, 12140, 12141, 12142, and 12143 constitutes the proceedings of the 20th International Conference on Computational Science, ICCS 2020, held in Amsterdam, The Netherlands, in June 2020.*The total of 101 papers and 248 workshop papers presented in this book set were carefully reviewed and selected from 719 submissions (230 submissions to the main track and 489 submissions to the workshops). The papers were organized in topical sections named:
Part I: ICCS Main Track
Part II: ICCS Main Track
Part III: Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Agent-Based Simulations, Adaptive Algorithms and Solvers; Applications of Computational Methods in Artificial Intelligence and Machine Learning; Biomedical and Bioinformatics Challenges for Computer Science
Part IV: Classifier Learning from Difficult Data; Complex Social Systems through the Lens of Computational Science; Computational Health; Computational Methods for Emerging Problems in (Dis-)Information Analysis
Part V: Computational Optimization, Modelling and Simulation; Computational Science in IoT and Smart Systems; Computer Graphics, Image Processing and Artificial Intelligence
Part VI: Data Driven Computational Sciences; Machine Learning and Data Assimilation for Dynamical Systems; Meshfree Methods in Computational Sciences; Multiscale Modelling and Simulation; Quantum Computing Workshop

Part VII: Simulations of Flow and Transport: Modeling, Algorithms and Computation; Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning; Software Engineering for Computational Science; Solving Problems with Uncertainties; Teaching Computational Science; UNcErtainty QUantIficatiOn for ComputationAl modeLs

*The conference was canceled due to the COVID-19 pandemic.

Chapter 'APE: A Command-Line Tool and API for Automated Workflow Composition' is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

List of contents

Simulations of Flow and Transport: Modeling, Algorithms and Computation.- Decoupled and energy stable time-marching scheme for the interfacial flow with soluble surfactants.- A Numerical Algorithm to Solve the Two-Phase Flow in Porous Media Including Foam Displacement.- A three-dimensional, one-field, fictitious domain method for fluid-structure interactions.- Multi Axes Sliding Mesh Approach for Compressible Viscous Flows.- Monolithic arbitrary Lagrangian-Eulerian finite element method for a multi-domain blood flow-aortic wall interaction problem.- Morphing Numerical Simulation of Incompressible Flows Using Seamless Immersed Boundary Method.- deal.II Implementation of a Two-field Finite Element Solver for Poroelasticity.- Numerical Investigation of Solute Transport in Fractured Porous Media Using the Discrete Fracture Model.- Adaptive multiscale model reduction for nonlinear parabolic equations using GMsFEM.- Parallel Shared-Memory Isogeometric Residual Minimization (iGRM) for Three-Dimensional Advection-Di usion Problems.- Numerical simulation of heat transfer in an enclosure with time-periodic heat generation using finite-di erence method.- Development of an Object-Oriented Programming Tool based on FEM for Numerical Simulation of Mineral-Slurry Transport.- Descending Flight Simulation of Tiltrotor Aircraft at Di erent Descent Rates.- The quantization algorithm impact in hydrological applications: preliminary results.- An Expanded Mixed Finite Element Method for Space FractionalDarcy Flow in Porous Media.- Prediction of the Free Jet Noise Using Quasi-Gas Dynamic Equations and Acoustic Analogy.- Simulation Based Exploration of Bacterial Cross Talk Between Spatially Separated Colonies in A Multispecies Biofilm Community.- Massively Parallel Stencil Code for Radiation Transport Moment Model Simulations.- Hybrid Mixed Methods Applied to Miscible Displacements with Adverse Mobility Ratio.- Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning.- Learn More from Context: Joint Modeling of Local and Global Attention for Aspect Sentiment Classification.- ArtPDGAN: Creating Artistic Pencil Drawing With Key Map Using Generative Adversarial Networks.- Interactive travel aid for the visually impaired - from depth maps to sonic patterns and verbal messages.- Ontology-Driven Edge Computing.- Combined Metrics for Quality Assessment of 3D Printed Surfaces for Aesthetic Purposes: Towards Higher Accordance with Subjective Evaluations.- Path Markup Language for Indoor Navigation.- Smart Fire Alarm System with Person Detection and Thermal Camera.- Data Mining for Thermal Analysis of Big Dataset of HPC-Data Center.- A comparison of multiple objective algorithms in the context of a dial a ride problem.- Software Engineering for Computational Science.- Lessons learned in a decade of research software engineering GPU applications.- Unit Tests of Scientific Software: A Study on SWMM.- NUMA-Awareness as a Plug-In for an Eventify-based Fast Multipole Method.- Boosting Group-level Synergies by Using a Shared Modeling Framework.- Testing Research Software: A Case Study.- APE: A Command-Line Tool and API for Automated Workflow Composition.- Solving Problems with Uncertainties.- An ontological approach to Knowledge Building by Data Integration.- A Simple Stochastic Process Model for River Environmental Assessment under Uncertainty.- A posteriori error estimation via di erences of numerical solutions.- Global Sensitivity Analysis of Various Numerical Schemes for the Heston Model.- Robust single machine scheduling with random blocks in an uncertain environment.- Empirical Analysis of Stochastic Methods of Linear Algebra.- Wind field parallelization based on Python multiprocessing to reduce forest fire propagation prediction uncertainty.- Risk Profiles of Financial Service Portfolio for Women Segment using Machine Learning Algorithms.- Multidimensional BSDEs With Mixed Reflections And Balance Sh

Product details

• Assisted by: Sérgio Brissos (Editor), Jack J. Dongarra (Editor), Michael H Lees et al (Editor), Valeria V. Krzhizhanovskaya (Editor), Michael H. Lees (Editor), Peter M. A. Sloot (Editor), Peter M.A. Sloot (Editor), João Teixeira (Editor), Gábo Závodszky (Editor), Gábor Závodszky (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2020
• EAN: 9783030504359
• ISBN: 978-3-0-3050435-9
• No. of pages: 775
• Dimensions: 155 mm x 41 mm x 235 mm
• Weight: 1183 g
• Illustrations: XX, 775 p. 405 illus., 254 illus. in color.
• Series: Lecture Notes in Computer Science; Theoretical Computer Science and General Issues
• Subject: Natural sciences, medicine, IT, technology > IT, data processing > IT