Computational Science – ICCS 2020: 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part VI [1st ed.] 9783030504328, 9783030504335

Table of contents :
Front Matter ....Pages i-xix
Front Matter ....Pages 1-1
A High-Performance Implementation of Bayesian Matrix Factorization with Limited Communication (Tom Vander Aa, Xiangju Qin, Paul Blomstedt, Roel Wuyts, Wilfried Verachtert, Samuel Kaski)....Pages 3-16
Early Adaptive Evaluation Scheme for Data-Driven Calibration in Forest Fire Spread Prediction (Edigley Fraga, Ana Cortés, Andrés Cencerrado, Porfidio Hernández, Tomàs Margalef)....Pages 17-30
Strategic Use of Data Assimilation for Dynamic Data-Driven Simulation (Yubin Cho, Yilin Huang, Alexander Verbraeck)....Pages 31-44
PDPNN: Modeling User Personal Dynamic Preference for Next Point-of-Interest Recommendation (Jinwen Zhong, Can Ma, Jiang Zhou, Weiping Wang)....Pages 45-57
Cyber Attribution from Topological Patterns (Yang Cai, Jose Andre Morales, Guoming Sun)....Pages 58-71
Applications of Data Assimilation Methods on a Coupled Dual Porosity Stokes Model (Xiukun Hu, Craig C. Douglas)....Pages 72-85
Spatiotemporal Filtering Pipeline for Efficient Social Networks Data Processing Algorithms (Ksenia Mukhina, Alexander Visheratin, Denis Nasonov)....Pages 86-99
Normal Grouping Density Separation (NGDS): A Novel Object-Driven Indoor Point Cloud Partition Method (Jakub Walczak, Grzegorz Andrzejczak, Rafał Scherer, Adam Wojciechowski)....Pages 100-114
Front Matter ....Pages 115-115
Learning Hidden States in a Chaotic System: A Physics-Informed Echo State Network Approach (Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri)....Pages 117-123
Learning Ergodic Averages in Chaotic Systems (Francisco Huhn, Luca Magri)....Pages 124-132
Supermodeling: The Next Level of Abstraction in the Use of Data Assimilation (Marcin Sendera, Gregory S. Duane, Witold Dzwinel)....Pages 133-147
A New Multilayer Network Construction via Tensor Learning (Giuseppe Brandi, Tiziana Di Matteo)....Pages 148-154
Neural Assimilation (Rossella Arcucci, Lamya Moutiq, Yi-Ke Guo)....Pages 155-168
A Machine-Learning-Based Importance Sampling Method to Compute Rare Event Probabilities (Vishwas Rao, Romit Maulik, Emil Constantinescu, Mihai Anitescu)....Pages 169-182
Node Classification in Complex Social Graphs via Knowledge-Graph Embeddings and Convolutional Neural Network (Bonaventure C. Molokwu, Shaon Bhatta Shuvo, Narayan C. Kar, Ziad Kobti)....Pages 183-198
Accelerated Gaussian Convolution in a Data Assimilation Scenario (Pasquale De Luca, Ardelio Galletti, Giulio Giunta, Livia Marcellino)....Pages 199-211
On the Complementary Role of Data Assimilation and Machine Learning: An Example Derived from Air Quality Analysis (Richard Ménard, Jean-François Cossette, Martin Deshaies-Jacques)....Pages 212-224
Recursive Updates of Wildfire Perimeters Using Barrier Points and Ensemble Kalman Filtering (Abhishek Subramanian, Li Tan, Raymond A. de Callafon, Daniel Crawl, Ilkay Altintas)....Pages 225-236
Front Matter ....Pages 237-237
Finding Points of Importance for Radial Basis Function Approximation of Large Scattered Data (Vaclav Skala, Samsul Ariffin Abdul Karim, Martin Cervenka)....Pages 239-250
High Accuracy Terrain Reconstruction from Point Clouds Using Implicit Deformable Model (Jules Morel, Alexandra Bac, Takashi Kanai)....Pages 251-265
Solving Non-linear Elasticity Problems by a WLS High Order Continuation (Oussama Elmhaia, Youssef Belaasilia, Bouazza Braikat, Noureddine Damil)....Pages 266-279
Advanced Radial Basis Functions Mesh Morphing for High Fidelity Fluid-Structure Interaction with Known Movement of the Walls: Simulation of an Aortic Valve (Leonardo Geronzi, Emanuele Gasparotti, Katia Capellini, Ubaldo Cella, Corrado Groth, Stefano Porziani et al.)....Pages 280-293
Radial Basis Functions Mesh Morphing (Marco Evangelos Biancolini, Andrea Chiappa, Ubaldo Cella, Emiliano Costa, Corrado Groth, Stefano Porziani)....Pages 294-308
Radial Basis Function Approximation Optimal Shape Parameters Estimation (Vaclav Skala, Samsul Ariffin Abdul Karim, Marek Zabran)....Pages 309-317
Front Matter ....Pages 319-319
Projective Integration for Moment Models of the BGK Equation (Julian Koellermeier, Giovanni Samaey)....Pages 321-333
Open Boundary Modeling in Molecular Dynamics with Machine Learning (Philipp Neumann, Niklas Wittmer)....Pages 334-347
Microtubule Biomechanics and the Effect of Degradation of Elastic Moduli (Sundeep Singh, Roderick Melnik)....Pages 348-358
Formation of Morphogenetic Patterns in Cellular Automata (Manan’Iarivo Rasolonjanahary, Bakhtier Vasiev)....Pages 359-373
Multilevel Monte Carlo with Improved Correlation for Kinetic Equations in the Diffusive Scaling (Emil Løvbak, Bert Mortier, Giovanni Samaey, Stefan Vandewalle)....Pages 374-388
Development and Application of the Statistically Similar Representative Volume Element for Numerical Modelling of Multiphase Materials (Łukasz Rauch, Krzysztof Bzowski, Danuta Szeliga, Maciej Pietrzyk)....Pages 389-402
A Heterogeneous Multi-scale Model for Blood Flow (Benjamin Czaja, Gábor Závodszky, Alfons Hoekstra)....Pages 403-409
Towards Accurate Simulation of Global Challenges on Data Centers Infrastructures via Coupling of Models and Data Sources (Sergiy Gogolenko, Derek Groen, Diana Suleimenova, Imran Mahmood, Marcin Lawenda, F. Javier Nieto de Santos et al.)....Pages 410-424
Easing Multiscale Model Design and Coupling with MUSCLE 3 (Lourens E. Veen, Alfons G. Hoekstra)....Pages 425-438
Front Matter ....Pages 439-439
Simulations of Quantum Finite Automata (Gustaw Lippa, Krzysztof Makieła, Marcin Kuta)....Pages 441-450
Open image in new window: A Cross-Platform Programming Framework for Quantum-Accelerated Scientific Computing (Matthias Möller, Merel Schalkers)....Pages 451-464
Generalized Quantum Deutsch-Jozsa Algorithm (Tomasz Arodz)....Pages 465-472
Revisiting Old Combinatorial Beasts in the Quantum Age: Quantum Annealing Versus Maximal Matching (Daniel Vert, Renaud Sirdey, Stéphane Louise)....Pages 473-487
A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games (Christoph Roch, Thomy Phan, Sebastian Feld, Robert Müller, Thomas Gabor, Carsten Hahn et al.)....Pages 488-501
Hybrid Quantum Annealing Heuristic Method for Solving Job Shop Scheduling Problem (Krzysztof Kurowski, Jan Wȩglarz, Marek Subocz, Rafał Różycki, Grzegorz Waligóra)....Pages 502-515
Foundations for Workflow Application Scheduling on D-Wave System (Dawid Tomasiewicz, Maciej Pawlik, Maciej Malawski, Katarzyna Rycerz)....Pages 516-530
A Hybrid Solution Method for the Multi-Service Location Set Covering Problem (Irina Chiscop, Jelle Nauta, Bert Veerman, Frank Phillipson)....Pages 531-545
New Hybrid Quantum Annealing Algorithms for Solving Vehicle Routing Problem (Michał Borowski, Paweł Gora, Katarzyna Karnas, Mateusz Błajda, Krystian Król, Artur Matyjasek et al.)....Pages 546-561
Multi-agent Reinforcement Learning Using Simulated Quantum Annealing (Niels M. P. Neumann, Paolo B. U. L. de Heer, Irina Chiscop, Frank Phillipson)....Pages 562-575
Quantum Hopfield Neural Networks: A New Approach and Its Storage Capacity (Nicholas Meinhardt, Niels M. P. Neumann, Frank Phillipson)....Pages 576-590
A Variational Algorithm for Quantum Neural Networks (Antonio Macaluso, Luca Clissa, Stefano Lodi, Claudio Sartori)....Pages 591-604
Imperfect Distributed Quantum Phase Estimation (Niels M. P. Neumann, Roy van Houte, Thomas Attema)....Pages 605-615
Optimal Representation of Quantum Channels (Paulina Lewandowska, Ryszard Kukulski, Łukasz Pawela)....Pages 616-626
Perturbation of the Numerical Range of Unitary Matrices (Ryszard Kukulski, Paulina Lewandowska, Łukasz Pawela)....Pages 627-637
Design of Short Codes for Quantum Channels with Asymmetric Pauli Errors (Marco Chiani, Lorenzo Valentini)....Pages 638-649
Simulation Methodology for Electron Transfer in CMOS Quantum Dots (Andrii Sokolov, Dmytro Mishagli, Panagiotis Giounanlis, Imran Bashir, Dirk Leipold, Eugene Koskin et al.)....Pages 650-663
Back Matter ....Pages 665-667