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Computational Science – ICCS 2019

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Cover of 'Computational Science – ICCS 2019'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Nonparametric Approach to Weak Signal Detection in the Search for Extraterrestrial Intelligence (SETI)
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    Chapter 2 Parallel Strongly Connected Components Detection with Multi-partition on GPUs
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    Chapter 3 Efficient Parallel Associative Classification Based on Rules Memoization
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    Chapter 4 Integrated Clustering and Anomaly Detection (INCAD) for Streaming Data
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    Chapter 5 An Implementation of a Coupled Dual-Porosity-Stokes Model with FEniCS
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    Chapter 6 Anomaly Detection in Social Media Using Recurrent Neural Network
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    Chapter 7 Conditional BERT Contextual Augmentation
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    Chapter 8 An Innovative and Reliable Water Leak Detection Service Supported by Data-Intensive Remote Sensing Processing
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    Chapter 9 Scalable Weak Constraint Gaussian Processes
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    Chapter 10 A Learning-Based Approach for Uncertainty Analysis in Numerical Weather Prediction Models
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    Chapter 11 Kernel Embedded Nonlinear Observational Mappings in the Variational Mapping Particle Filter
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    Chapter 12 Data Assimilation in a Nonlinear Time-Delayed Dynamical System with Lagrangian Optimization
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    Chapter 13 Machine Learning to Approximate Solutions of Ordinary Differential Equations: Neural Networks vs. Linear Regressors
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    Chapter 14 Kernel Methods for Discrete-Time Linear Equations
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    Chapter 15 Physics-Informed Echo State Networks for Chaotic Systems Forecasting
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    Chapter 16 Tuning Covariance Localization Using Machine Learning
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    Chapter 17 Marine and Atmospheric Forecast Computational System for Nautical Sports in Guanabara Bay (Brazil)
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    Chapter 18 An Integrated Perspective of the Operational Forecasting System in Rías Baixas (Galicia, Spain) with Observational Data and End-Users
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    Chapter 19 Climate Evaluation of a High-Resolution Regional Model over the Canary Current Upwelling System
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    Chapter 20 Validating Ocean General Circulation Models via Lagrangian Particle Simulation and Data from Drifting Buoys
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    Chapter 21 Implementation of a 3-Dimensional Hydrodynamic Model to a Fish Aquaculture Area in Sines, Portugal - A Down-Scaling Approach
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    Chapter 22 Numerical Characterization of the Douro River Plume
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    Chapter 23 The Impact of Sea Level Rise in the Guadiana Estuary
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    Chapter 24 Estuarine Light Attenuation Modelling Towards Improved Management of Coastal Fisheries
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    Chapter 25 The NARVAL Software Toolbox in Support of Ocean Models Skill Assessment at Regional and Coastal Scales
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    Chapter 26 Salinity Control on Saigon River Downstream of Dautieng Reservoir Within Multi-objective Simulation-Optimisation Framework for Reservoir Operation
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    Chapter 27 Clustering Hydrographic Conditions in Galician Estuaries
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    Chapter 28 Early Warning Systems for Shellfish Safety: The Pivotal Role of Computational Science
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    Chapter 29 Creating a Reusable Cross-Disciplinary Multi-scale and Multi-physics Framework: From AMUSE to OMUSE and Beyond
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    Chapter 30 A Semi-Lagrangian Multiscale Framework for Advection-Dominant Problems
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    Chapter 31 A Multiscale Model of Atherosclerotic Plaque Development: Toward a Coupling Between an Agent-Based Model and CFD Simulations
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    Chapter 32 Special Aspects of Hybrid Kinetic-Hydrodynamic Model When Describing the Shape of Shockwaves
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    Chapter 33 Computational Analysis of Pulsed Radiofrequency Ablation in Treating Chronic Pain
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    Chapter 34 MaMiCo: Parallel Noise Reduction for Multi-instance Molecular-Continuum Flow Simulation
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    Chapter 35 Projection-Based Model Reduction Using Asymptotic Basis Functions
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    Chapter 36 Introducing VECMAtk - Verification, Validation and Uncertainty Quantification for Multiscale and HPC Simulations
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    Chapter 37 deal.II Implementation of a Weak Galerkin Finite Element Solver for Darcy Flow
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    Chapter 38 Recovery of the Interface Velocity for the Incompressible Flow in Enhanced Velocity Mixed Finite Element Method
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    Chapter 39 A New Approach to Solve the Stokes-Darcy-Transport System Applying Stabilized Finite Element Methods
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    Chapter 40 Energy Stable Simulation of Two-Phase Equilibria with Capillarity
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    Chapter 41 Effects of Numerical Integration on DLM/FD Method for Solving Interface Problems with Body-Unfitted Meshes
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    Chapter 42 Application of the Double Potential Method to Simulate Incompressible Viscous Flows
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    Chapter 43 A Bubble Formation in the Two-Phase System
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    Chapter 44 Performance of a Two-Path Aliasing Free Calculation of a Spectral DNS Code
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    Chapter 45 DNS of Mass Transfer from Bubbles Rising in a Vertical Channel
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    Chapter 46 A Hybrid Vortex Method for the Simulation of 3D Incompressible Flows
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    Chapter 47 Accelerated Phase Equilibrium Predictions for Subsurface Reservoirs Using Deep Learning Methods
  49. Altmetric Badge
    Chapter 48 Study on the Thermal-Hydraulic Coupling Model for the Enhanced Geothermal Systems
  50. Altmetric Badge
    Chapter 49 Modelling of Thermal Transport in Wire + Arc Additive Manufacturing Process
Attention for Chapter 15: Physics-Informed Echo State Networks for Chaotic Systems Forecasting
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  • Good Attention Score compared to outputs of the same age and source (65th percentile)

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Chapter title
Physics-Informed Echo State Networks for Chaotic Systems Forecasting
Chapter number 15
Book title
Computational Science – ICCS 2019
Published in
arXiv, April 2019
DOI 10.1007/978-3-030-22747-0_15
Book ISBNs
978-3-03-022746-3, 978-3-03-022747-0
Authors

Doan, Nguyen Anh Khoa, Polifke, Wolfgang, Magri, Luca, Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri

X Demographics

X Demographics

The data shown below were collected from the profiles of 5 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 49 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 49 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 10 20%
Student > Master 8 16%
Researcher 6 12%
Student > Bachelor 5 10%
Professor 3 6%
Other 7 14%
Unknown 10 20%
Readers by discipline Count As %
Engineering 19 39%
Physics and Astronomy 4 8%
Computer Science 3 6%
Mathematics 3 6%
Earth and Planetary Sciences 2 4%
Other 3 6%
Unknown 15 31%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 2. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 27 June 2019.
All research outputs
#14,720,444
of 23,577,654 outputs
Outputs from arXiv
#292,743
of 973,463 outputs
Outputs of similar age
#197,566
of 354,118 outputs
Outputs of similar age from arXiv
#8,360
of 26,690 outputs
Altmetric has tracked 23,577,654 research outputs across all sources so far. This one is in the 35th percentile – i.e., 35% of other outputs scored the same or lower than it.
So far Altmetric has tracked 973,463 research outputs from this source. They receive a mean Attention Score of 4.0. This one has gotten more attention than average, scoring higher than 66% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 354,118 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 41st percentile – i.e., 41% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 26,690 others from the same source and published within six weeks on either side of this one. This one has gotten more attention than average, scoring higher than 65% of its contemporaries.