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ICCS 2021: Krakow, Poland
- Maciej Paszynski
, Dieter Kranzlmüller
Computational Science - ICCS 2021 - 21st International Conference, Krakow, Poland, June 16-18, 2021, Proceedings, Part VI. Lecture Notes in Computer Science 12747, Springer 2021, ISBN 978-3-030-77979-5
Quantum Computing Workshop
- Utku Birkan, Özlem Salehi
Implementing Quantum Finite Automata Algorithms on Noisy Devices. 3-16 - Antonius Scherer, Tobias Guggemos, Sophia Grundner-Culemann, Nikolas Pomplun, Sven Prüfer, Andreas Spörl:
OnCall Operator Scheduling for Satellites with Grover's Algorithm. 17-29 - Frank Phillipson
Multimodal Container Planning: A QUBO Formulation and Implementation on a Quantum Annealer. 30-44 - Frank Phillipson
Portfolio Optimisation Using the D-Wave Quantum Annealer. 45-59 - Christoph Roch, Alexander Impertro, Claudia Linnhoff-Popien:
Cross Entropy Optimization of Constrained Problem Hamiltonians for Quantum Annealing. 60-73 - Niels M. P. Neumann:
Classification Using a Two-Qubit Quantum Chip. 74-83 - Harshil Singh Bhatia, Frank Phillipson
Performance Analysis of Support Vector Machine Implementations on the D-Wave Quantum Annealer. 84-97 - Surya Sai Teja Desu, P. K. Srijith, M. V. Panduranga Rao, Naveen Sivadasan:
Adiabatic Quantum Feature Selection for Sparse Linear Regression. 98-112 - Roman Gielerak
EntDetector: Entanglement Detecting Toolbox for Bipartite Quantum States. 113-126 - Daniel Vietz
On Decision Support for Quantum Application Developers: Categorization, Comparison, and Analysis of Existing Technologies. 127-141 - Chuyue Pan, Tao Shang, Jianwei Liu:
Quantum Asymmetric Encryption Based on Quantum Point Obfuscation. 142-148 - Michal Wronski
Index Calculus Method for Solving Elliptic Curve Discrete Logarithm Problem Using Quantum Annealing. 149-155
Simulations of Flow and Transport: Modeling, Algorithms and Computation
- Tomás Smejkal
Multi-phase Compressible Compositional Simulations with Phase Equilibrium Computation in the VTN Specification. 159-172 - Maciej Smolka
A Three-Level Linearized Time Integration Scheme for Tumor Simulations with Cahn-Hilliard Equations. 173-185 - Jiangguo Liu, Zhuoran Wang:
Poroelasticity Modules in DarcyLite. 186-199 - Petr Gális
Mathematical Modeling of the Single-Phase Multicomponent Flow in Porous Media. 200-214 - Loubna Salhi, Mofdi El-Amrani
An Enhanced Finite Element Algorithm for Thermal Darcy Flows with Variable Viscosity. 215-229 - Abdelouahed Ouardghi
Multilevel Adaptive Lagrange-Galerkin Methods for Unsteady Incompressible Viscous Flows. 230-243 - Tobit Flatscher
Numerical Investigation of Transport Processes in Porous Media Under Laminar, Transitional and Turbulent Flow Conditions with the Lattice-Boltzmann Method. 244-257 - Zelong Wang, Xiangui Liu, Haifa Tang, Zhikai Lv, Qunming Liu:
A Study on a Marine Reservoir and a Fluvial Reservoir History Matching Based on Ensemble Kalman Filter. 258-267 - Masashi Yamakawa, Kohei Yoshioka, Shinichi Asao, Seiichi Takeuchi, Atsuhide Kitagawa, Kyohei Tajiri:
Numerical Simulation of Free Surface Affected by Submarine with a Rotating Screw Moving Underwater. 268-281 - Shereen K. Sibie, Mohamed Fathy El-Amin
Modeling and Simulation of Atmospheric Water Generation Unit Using Anhydrous Salts. 282-288
Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning
- Krzysztof Adamkiewicz, Piotr Koch, Barbara Morawska
Improving UWB Indoor Localization Accuracy Using Sparse Fingerprinting and Transfer Learning. 291-302 - Mateusz Paciorek
Effective Car Collision Detection with Mobile Phone Only. 303-317 - Konrad Zuchniak, Witold Dzwinel
Corrosion Detection on Aircraft Fuselage with Multi-teacher Knowledge Distillation. 318-332 - Pedro J. S. Cardoso
Warm-Start Meta-Ensembles for Forecasting Energy Consumption in Service Buildings. 333-346 - Mieszko Klusek, Tomasz Szydlo
Supporting the Process of Sewer Pipes Inspection Using Machine Learning on Embedded Devices. 347-360 - Szymon Bobek
Explanation-Driven Model Stacking. 361-371
Software Engineering for Computational Science
- Zedong Peng
I/O Associations in Scientific Software: A Study of SWMM. 375-389 - Neil P. Chue Hong
Understanding Equity, Diversity and Inclusion Challenges Within the Research Software Community. 390-403
Solving Problems with Uncertainty
- Alexander J. Freund
The Necessity and Difficulty of Navigating Uncertainty to Develop an Individual-Level Computational Model. 407-421 - Clarissa Miranda-Peña, Hector G. Ceballos, Laura Hervert-Escobar
Predicting Soccer Results Through Sentiment Analysis: A Graph Theory Approach. 422-435 - Marta Kapturczak
Advantages of Interval Modification of NURBS Curves in Modeling Uncertain Boundary Shape in Boundary Value Problems. 436-443 - Szymon Bobek
Introducing Uncertainty into Explainable AI Methods. 444-457 - Andrii Shekhovtsov
New Rank-Reversal Free Approach to Handle Interval Data in MCDA Problems. 458-472 - Dorota Kuchta
Vector and Triangular Representations of Project Estimation Uncertainty: Effect of Gender on Usability. 473-485 - Barbara Gladysz
The Use of Type-2 Fuzzy Sets to Assess Delays in the Implementation of the Daily Operation Plan for the Operating Theatre. 486-499 - Agnieszka Duraj
Linguistic Summaries Using Interval-Valued Fuzzy Representation of Imprecise Information - An Innovative Tool for Detecting Outliers. 500-513 - Salvatore F. Pileggi
Combining Heterogeneous Indicators by Adopting Adaptive MCDA: Dealing with Uncertainty. 514-525 - Hidekazu Yoshioka
Solutions and Challenges in Computing FBSDEs with Large Jumps for Dam and Reservoir System Operation. 526-539 - Victor V. Toporkov
Optimization of Resources Allocation in High Performance Computing Under Utilization Uncertainty. 540-553 - Aleksey K. Alekseev
A Comparison of the Richardson Extrapolation and the Approximation Error Estimation on the Ensemble of Numerical Solutions. 554-566 - Piotr Kulczycki
Predicted Distribution Density Estimation for Streaming Data. 567-580 - Krzysztof Podlaski
LSTM Processing of Experimental Time Series with Varied Quality. 581-593 - Pawel Rajba
Sampling Method for the Robust Single Machine Scheduling with Uncertain Parameters. 594-607
Teaching Computational Science
- Sorinel A. Oprisan
Biophysical Modeling of Excitable Cells - A New Approach to Undergraduate Computational Biology Curriculum Development. 611-625 - David Iclanzan, Zoltán Kátai:
Increasing the Impact of Teacher Presence in Online Lectures. 626-639 - Raul Llopis Gandia, Slawomir Zielinski
Model-Based Approach to Automated Provisioning of Collaborative Educational Services. 640-653 - Pratik Nayak
A Collaborative Peer Review Process for Grading Coding Assignments. 654-660 - Philippe J. Giabbanelli
How Do Teams of Novice Modelers Choose an Approach? An Iterated, Repeated Experiment in a First-Year Modeling Course. 661-674
Uncertainty Quantification for Computational Models
- Jan Mielniczuk
Detection of Conditional Dependence Between Multiple Variables Using Multiinformation. 677-690 - Claire Miller
Uncertainty Quantification of Coupled 1D Arterial Blood Flow and 3D Tissue Perfusion Models Using the INSIST Framework. 691-697 - Laura Lyman
Second Order Moments of Multivariate Hermite Polynomials in Correlated Random Variables. 698-712
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