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ICCS 2020: Amsterdam, The Netherlands
- Valeria V. Krzhizhanovskaya
, Gábor Závodszky
Computational Science - ICCS 2020 - 20th International Conference, Amsterdam, The Netherlands, June 3-5, 2020, Proceedings, Part VI. Lecture Notes in Computer Science 12142, Springer 2020, ISBN 978-3-030-50432-8
Data Driven Computational Sciences
- Tom Vander Aa
A High-Performance Implementation of Bayesian Matrix Factorization with Limited Communication. 3-16 - Edigley Fraga, Ana Cortés, Andrés Cencerrado
Early Adaptive Evaluation Scheme for Data-Driven Calibration in Forest Fire Spread Prediction. 17-30 - Yubin Cho, Yilin Huang
Strategic Use of Data Assimilation for Dynamic Data-Driven Simulation. 31-44 - Jinwen Zhong, Can Ma, Jiang Zhou, Weiping Wang:
PDPNN: Modeling User Personal Dynamic Preference for Next Point-of-Interest Recommendation. 45-57 - Yang Cai, Jose Andre Morales, Guoming Sun:
Cyber Attribution from Topological Patterns. 58-71 - Xiukun Hu, Craig C. Douglas:
Applications of Data Assimilation Methods on a Coupled Dual Porosity Stokes Model. 72-85 - Ksenia D. Mukhina
Spatiotemporal Filtering Pipeline for Efficient Social Networks Data Processing Algorithms. 86-99 - Jakub Walczak
Normal Grouping Density Separation (NGDS): A Novel Object-Driven Indoor Point Cloud Partition Method. 100-114
Machine Learning and Data Assimilation for Dynamical Systems
- Nguyen Anh Khoa Doan
Learning Hidden States in a Chaotic System: A Physics-Informed Echo State Network Approach. 117-123 - Francisco Huhn, Luca Magri
Learning Ergodic Averages in Chaotic Systems. 124-132 - Marcin Sendera, Gregory S. Duane, Witold Dzwinel
Supermodeling: The Next Level of Abstraction in the Use of Data Assimilation. 133-147 - Giuseppe Brandi, Tiziana di Matteo
A New Multilayer Network Construction via Tensor Learning. 148-154 - Rossella Arcucci
Neural Assimilation. 155-168 - Vishwas Rao, Romit Maulik, Emil M. Constantinescu
A Machine-Learning-Based Importance Sampling Method to Compute Rare Event Probabilities. 169-182 - Bonaventure C. Molokwu
Node Classification in Complex Social Graphs via Knowledge-Graph Embeddings and Convolutional Neural Network. 183-198 - Pasquale De Luca
Accelerated Gaussian Convolution in a Data Assimilation Scenario. 199-211 - Richard Ménard
On the Complementary Role of Data Assimilation and Machine Learning: An Example Derived from Air Quality Analysis. 212-224 - Abhishek Subramanian, Li Tan, Raymond A. de Callafon, Daniel Crawl, Ilkay Altintas:
Recursive Updates of Wildfire Perimeters Using Barrier Points and Ensemble Kalman Filtering. 225-236
Meshfree Methods in Computational Sciences
- Václav Skala, Samsul Ariffin Abdul Karim
Finding Points of Importance for Radial Basis Function Approximation of Large Scattered Data. 239-250 - Jules Morel, Alexandra Bac, Takashi Kanai
High Accuracy Terrain Reconstruction from Point Clouds Using Implicit Deformable Model. 251-265 - Oussama Elmhaia
Solving Non-linear Elasticity Problems by a WLS High Order Continuation. 266-279 - Leonardo Geronzi
Advanced Radial Basis Functions Mesh Morphing for High Fidelity Fluid-Structure Interaction with Known Movement of the Walls: Simulation of an Aortic Valve. 280-293 - Marco Evangelos Biancolini
Radial Basis Functions Mesh Morphing - A Comparison Between the Bi-harmonic Spline and the Wendland C2 Radial Function. 294-308 - Václav Skala, Samsul Ariffin Abdul Karim
Radial Basis Function Approximation Optimal Shape Parameters Estimation. 309-317
Multiscale Modelling and Simulation
- Julian Koellermeier
Projective Integration for Moment Models of the BGK Equation. 321-333 - Philipp Neumann
Open Boundary Modeling in Molecular Dynamics with Machine Learning. 334-347 - Sundeep Singh
Microtubule Biomechanics and the Effect of Degradation of Elastic Moduli. 348-358 - Manan'Iarivo Rasolonjanahary, Bakhtier Vasiev
Formation of Morphogenetic Patterns in Cellular Automata. 359-373 - Emil Løvbak
Multilevel Monte Carlo with Improved Correlation for Kinetic Equations in the Diffusive Scaling. 374-388 - Lukasz Rauch
Development and Application of the Statistically Similar Representative Volume Element for Numerical Modelling of Multiphase Materials. 389-402 - Benjamin Czaja
A Heterogeneous Multi-scale Model for Blood Flow. 403-409 - Sergiy Gogolenko, Derek Groen, Diana Suleimenova, Imran Mahmood, Marcin Lawenda
Towards Accurate Simulation of Global Challenges on Data Centers Infrastructures via Coupling of Models and Data Sources. 410-424 - Lourens E. Veen
Easing Multiscale Model Design and Coupling with MUSCLE 3. 425-438
Quantum Computing Workshop
- Gustaw Lippa, Krzysztof Makiela, Marcin Kuta
Simulations of Quantum Finite Automata. 441-450 - Matthias Möller
[inline-graphic not available: see fulltext]: A Cross-Platform Programming Framework for Quantum-Accelerated Scientific Computing. 451-464 - Tomasz Arodz:
Generalized Quantum Deutsch-Jozsa Algorithm. 465-472 - Daniel Vert, Renaud Sirdey
Revisiting Old Combinatorial Beasts in the Quantum Age: Quantum Annealing Versus Maximal Matching. 473-487 - Christoph Roch, Thomy Phan
A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games. 488-501 - Krzysztof Kurowski, Jan Weglarz
Hybrid Quantum Annealing Heuristic Method for Solving Job Shop Scheduling Problem. 502-515 - Dawid Tomasiewicz, Maciej Pawlik, Maciej Malawski, Katarzyna Rycerz
Foundations for Workflow Application Scheduling on D-Wave System. 516-530 - Irina Chiscop, Jelle Nauta, Bert Veerman, Frank Phillipson:
A Hybrid Solution Method for the Multi-Service Location Set Covering Problem. 531-545 - Michal Borowski
New Hybrid Quantum Annealing Algorithms for Solving Vehicle Routing Problem. 546-561 - Niels M. P. Neumann, Paolo B. U. L. de Heer, Irina Chiscop, Frank Phillipson
Multi-agent Reinforcement Learning Using Simulated Quantum Annealing. 562-575 - Nicholas Meinhardt, Niels M. P. Neumann, Frank Phillipson:
Quantum Hopfield Neural Networks: A New Approach and Its Storage Capacity. 576-590 - Antonio Macaluso
A Variational Algorithm for Quantum Neural Networks. 591-604 - Niels M. P. Neumann, Roy van Houte, Thomas Attema
Imperfect Distributed Quantum Phase Estimation. 605-615 - Paulina Lewandowska
Optimal Representation of Quantum Channels. 616-626 - Ryszard Kukulski
Perturbation of the Numerical Range of Unitary Matrices. 627-637 - Marco Chiani, Lorenzo Valentini
Design of Short Codes for Quantum Channels with Asymmetric Pauli Errors. 638-649 - Andrii Sokolov
Simulation Methodology for Electron Transfer in CMOS Quantum Dots. 650-663
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