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Author ICCS (International Conference on Computer Science) (19th : 2019 : Faro, Portugal)

Title Computational science -- ICCS 2019 : 19th International Conference, Faro, Portugal, June 11-14, 2019, proceedings. Part IV / João M.F. Rodrigues, Pedro J.S. Cardoso, Jânio Monteiro, Roberto Lam, Valeria V. Krzhizhanovskaya, Michael H. Lees, Jack J. Dongarra, Peter M.A. Sloot (Eds.)
Published Cham, Switzerland : Springer, [2019]

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Description 1 online resource
Series Lecture notes in computer science ; 11539
Lecture notes in computer science ; 11539. 0302-9743
Contents Track of Data-Driven Computational Sciences -- Nonparametric Approach to Weak Signal Detection in the Search for Extraterrestrial Intelligence (SETI) -- Anne D. Brooks, Robert A. Lodder -- Parallel Strongly Connected Components Detection with Multi-partition on GPUs / Junteng Hou, Shupeng Wang, Guangjun Wu, Ge Fu, Siyu Jia, Yong Wang et al. -- Efficient Parallel Associative Classification Based on Rules Memoization / Michel Pires, Nicollas Silva, Leonardo Rocha, Wagner Meira, Renato Ferreira -- Integrated Clustering and Anomaly Detection (INCAD) for Streaming Data / Sreelekha Guggilam, Syed Mohammed Arshad Zaidi, Varun Chandola, Abani K. Patra -- An Implementation of a Coupled Dual-Porosity-Stokes Model with FEniCS / Xiukun Hu, Craig C. Douglas -- Anomaly Detection in Social Media Using Recurrent Neural Network / Shamoz Shah, Madhu Goyal -- Conditional BERT Contextual Augmentation / Xing Wu, Shangwen Lv, Liangjun Zang, Jizhong Han, Songlin Hu -- An Innovative and Reliable Water Leak Detection Service Supported by Data-Intensive Remote Sensing Processing / Ricardo Martins, Alberto Azevedo, André B. Fortunato, Elsa Alves, Anabela Oliveira, Alexandra Carvalho -- Track of Machine Learning and Data Assimilation for Dynamical Systems -- Scalable Weak Constraint Gaussian Processes / Rossella Arcucci, Douglas McIlwraith, Yi-Ke Guo -- A Learning-Based Approach for Uncertainty Analysis in Numerical Weather Prediction Models / Azam Moosavi, Vishwas Rao, Adrian Sandu -- Kernel Embedded Nonlinear Observational Mappings in the Variational Mapping Particle Filter / Manuel Pulido, Peter Jan vanLeeuwen, Derek J. Posselt -- Data Assimilation in a Nonlinear Time-Delayed Dynamical System with Lagrangian Optimization / Tullio Traverso, Luca Magri -- Machine Learning to Approximate Solutions of Ordinary Differential Equations: Neural Networks vs. Linear Regressors / Georg Engel -- Kernel Methods for Discrete-Time Linear Equations / Boumediene Hamzi, Fritz Colonius -- Physics-Informed Echo State Networks for Chaotic Systems Forecasting / Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri -- Tuning Covariance Localization Using Machine Learning / Azam Moosavi, Ahmed Attia, Adrian Sandu -- 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) -- Rafael Henrique Oliveira Rangel, Luiz Paulo de Freitas Assad, Elisa Nóbrega Passos, Caio Souza, William Cossich, Ian Cunha D'Amato Viana Dragaud et al. -- An Integrated Perspective of the Operational Forecasting System in Rías Baixas (Galicia, Spain) with Observational Data and End-Users / Anabela Venâncio, Pedro Montero, Pedro Costa, Sabela Regueiro, Swen Brands, Juan Taboada -- Climate Evaluation of a High-Resolution Regional Model over the Canary Current Upwelling System / Ruben Vazquez, Ivan Parras-Berrocal, William Cabos, Dmitry V. Sein, Rafael Mañanes, Juan I. Perez et al. -- Validating Ocean General Circulation Models via Lagrangian Particle Simulation and Data from Drifting Buoys / Karan Bedi, David Gómez-Ullate, Alfredo Izquierdo, Tomás Fernández Montblanc -- Implementation of a 3-Dimensional Hydrodynamic Model to a Fish Aquaculture Area in Sines, Portugal -- A Down-Scaling Approach / Alexandre Correia, Lígia Pinto, Marcos Mateus -- Numerical Characterization of the Douro River Plume / Renato Mendes, Nuno Vaz, Magda C. Sousa, João G. Rodrigues, Maite deCastro, João M. Dias -- The Impact of Sea Level Rise in the Guadiana Estuary / Lara Mills, João Janeiro, Flávio Martins -- Estuarine Light Attenuation Modelling Towards Improved Management of Coastal Fisheries / Marko Tosic, Flávio Martins, Serguei Lonin, Alfredo Izquierdo, Juan Darío Restrepo -- The NARVAL Software Toolbox in Support of Ocean Models Skill Assessment at Regional and Coastal Scales / Pablo Lorente, Marcos G. Sotillo, Arancha Amo-Baladrón, Roland Aznar, Bruno Levier, Lotfi Aouf et al. -- Salinity Control on Saigon River Downstream of Dautieng Reservoir Within Multi-objective Simulation-Optimisation Framework for Reservoir Operation / Okan Aygun, Andreja Jonoski, Ioana Popescu -- Clustering Hydrographic Conditions in Galician Estuaries / David E. Losada, Pedro Montero, Diego Brea, Silvia Allen-Perkins, Begoña Vila -- Early Warning Systems for Shellfish Safety: The Pivotal Role of Computational Science / Marcos Mateus, Jose Fernandes, Marta Revilla, Luis Ferrer, Manuel Ruiz Villarreal, Peter Miller et al. -- Track of Multiscale Modelling and Simulation -- Creating a Reusable Cross-Disciplinary Multi-scale and Multi-physics Framework: From AMUSE to OMUSE and Beyond / Inti Pelupessy, Simon Portegies Zwart, Arjen van Elteren, Henk Dijkstra, Fredrik Jansson, Daan Crommelin et al. -- A Semi-Lagrangian Multiscale Framework for Advection-Dominant Problems / Konrad Simon, Jörn Behrens -- A Multiscale Model of Atherosclerotic Plaque Development: Toward a Coupling Between an Agent-Based Model and CFD Simulations / Anna Corti, Stefano Casarin, Claudio Chiastra, Monika Colombo, Francesco Migliavacca, Marc Garbey -- Special Aspects of Hybrid Kinetic-Hydrodynamic Model When Describing the Shape of Shockwaves / Yurii Nikitchenko, Sergei Popov, Alena Tikhonovets -- Computational Analysis of Pulsed Radiofrequency Ablation in Treating Chronic Pain / Sundeep Singh, Roderick Melnik -- MaMiCo: Parallel Noise Reduction for Multi-instance Molecular-Continuum Flow Simulation / Piet Jarmatz, Philipp Neumann -- Projection-Based Model Reduction Using Asymptotic Basis Functions / Kevin W. Cassel -- Introducing VECMAtk -- Verification, Validation and Uncertainty Quantification for Multiscale and HPC Simulations / Derek Groen, Robin A. Richardson, David W. Wright, Vytautas Jancauskas, Robert Sinclair, Paul Karlshoefer et al. -- Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation -- deal. II Implementation of a Weak Galerkin Finite Element Solver for Darcy Flow / Zhuoran Wang, Graham Harper, Patrick O'Leary, Jiangguo Liu, Simon Tavener -- Recovery of the Interface Velocity for the Incompressible Flow in Enhanced Velocity Mixed Finite Element Method / Yerlan Amanbek, Gurpreet Singh, Mary F. Wheeler -- A New Approach to Solve the Stokes-Darcy-Transport System Applying Stabilized Finite Element Methods / Iury Igreja -- Energy Stable Simulation of Two-Phase Equilibria with Capillarity / Shuyu Sun -- Effects of Numerical Integration on DLM/FD Method for Solving Interface Problems with Body-Unfitted Meshes / Cheng Wang, Pengtao Sun, Rihui Lan, Hao Shi, Fei Xu -- Application of the Double Potential Method to Simulate Incompressible Viscous Flows / Tatyana Kudryashova, Sergey Polyakov, Nikita Tarasov -- A Bubble Formation in the Two-Phase System / Karel Fraňa, Shehab Attia, Jörg Stiller -- Performance of a Two-Path Aliasing Free Calculation of a Spectral DNS Code / Mitsuo Yokokawa, Koji Morishita, Takashi Ishihara, Atsuya Uno, Yukio Kaneda -- Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation / DNS of Mass Transfer from Bubbles Rising in a Vertical Channel{Néstor Balcázar-Arciniega, Joaquim Rigola, Assensi Oliva -- A Hybrid Vortex Method for the Simulation of 3D Incompressible Flows / Chloe Mimeau, Georges-Henri Cottet, Iraj Mortazavi -- Accelerated Phase Equilibrium Predictions for Subsurface Reservoirs Using Deep Learning Methods / Tao Zhang, Yiteng Li, Shuyu Sun -- Study on the Thermal-Hydraulic Coupling Model for the Enhanced Geothermal Systems / Tingyu Li, Dongxu Han, Fusheng Yang, Bo Yu, Daobing Wang, Dongliang Sun -- Modelling of Thermal Transport in Wire + Arc Additive Manufacturing Process / Edison A. Bonifaz
Summary "The five-volume set LNCS 11536, 11537, 11538, 11539, and 11540 constitutes the proceedings of the 19th International Conference on Computational Science, ICCS 2019, held in Faro, Portugal, in June 2019. The total of 65 full papers and 168 workshop papers presented in this book set were carefully reviewed and selected from 573 submissions (228 submissions to the main track and 345 submissions to the workshops). The papers were organized in topical sections named: Part I: ICCS Main Track Part II: ICCS Main Track; Track of Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Track of Agent-Based Simulations, Adaptive Algorithms and Solvers; Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning; Track of Architecture, Languages, Compilation and Hardware Support for Emerging and Heterogeneous Systems Part III: Track of Biomedical and Bioinformatics Challenges for Computer Science; Track of Classifier Learning from Difficult Data; Track of Computational Finance and Business Intelligence; Track of Computational Optimization, Modelling and Simulation; Track of Computational Science in IoT and Smart Systems Part IV: Track of Data-Driven Computational Sciences; Track of Machine Learning and Data Assimilation for Dynamical Systems; Track of Marine Computing in the Interconnected World for the Benefit of the Society; Track of Multiscale Modelling and Simulation; Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation Part V: Track of Smart Systems: Computer Vision, Sensor Networks and Machine Learning; Track of Solving Problems with Uncertainties; Track of Teaching Computational Science; Poster Track ICCS 2019"--Publisher's website
Bibliography Includes bibliographical references and author index
Notes Online resource; title from digital title page (viewed on July 23, 2019)
Subject Computer science -- Congresses
Computational complexity -- Congresses
Computational complexity
Computer science
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Rodrigues, João M. F., editor.
Cardoso, Pedro J. S., editor.
Monteiro, Janio, editor.
Lam, Roberto, editor
Krzhizhanovskaya, Valeria V., editor
Lees, Michael H., editor
Dongarra, Jack J., editor
Sloot, Peter M. A., editor
ISBN 9783030227470
3030227472
Other Titles ICCS 2019