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24th ICCS 2024: Malaga, Spain - Part VI
- Leonardo Franco
, Clélia de Mulatier
Computational Science - ICCS 2024 - 24th International Conference, Malaga, Spain, July 2-4, 2024, Proceedings, Part VI. Lecture Notes in Computer Science 14837, Springer 2024, ISBN 978-3-031-63777-3
Network Models and Analysis: From Foundations to Artificial Intelligence
- Piotr Bielak
Representation Learning in Multiplex Graphs: Where and How to Fuse Information? 3-18 - Francisco J. Moreno-Barea
Data Augmentation to Improve Molecular Subtype Prognosis Prediction in Breast Cancer. 19-27 - Saiteja Malisetty
Threshold Optimization in Constructing Comparative Network Models: A Case Study on Enhancing Laparoscopic Surgical Skill Assessment with Edge Betweenness. 28-42 - Radoslaw Nowak
Graph Vertex Embeddings: Distance, Regularization and Community Detection. 43-57 - Suyeon Kim, Ishwor Thapa, Hesham H. Ali:
A Robust Network Model for Studying Microbiomes in Precision Agriculture Applications. 58-71 - Luca Barillaro
A Graph-Theory Based fMRI Analysis. 72-85 - Ilaria Lazzaro
A Pipeline for the Analysis of Multilayer Brain Networks. 86-98
Numerical Algorithms and Computer Arithmetic for Computational Science
- Pawel Poczekajlo
Modified CORDIC Algorithm for Givens Rotator. 101-114 - Dorota Celinska-Kopczynska
Numerical Aspects of Hyperbolic Geometry. 115-130 - Fabio Marcuzzi
A Numerical Feed-Forward Scheme for the Augmented Kalman Filter. 131-145 - Pavlo Serhiienko
Calculation of the Sigmoid Activation Function in FPGA Using Rational Fractions. 146-157 - Przemyslaw Stpiczynski
Parallel Vectorized Algorithms for Computing Trigonometric Sums Using AVX-512 Extensions. 158-172 - Yuto Hatanaka, Yuki Yamane, Kenta Yamaguchi, Takashi Soga, Akihiro Musa, Takashi Ishihara
File I/O Cache Performance of Supercomputer Fugaku Using an Out-of-Core Direct Numerical Simulation Code of Turbulence. 173-187 - Alia Al-Ghosoun, Mohammed Seaïd:
A Novel Computational Approach for Wind-Driven Flows over Deformable Topography. 188-202 - Kamil Halbiniak
Unleashing the Potential of Mixed Precision in AI-Accelerated CFD Simulation on Intel CPU/GPU Architectures. 203-217
Quantum Computing
- Jins de Jong, Carmen R. Hoek:
The Significance of the Quantum Volume for Other Algorithms: A Case Study for Quantum Amplitude Estimation. 221-234 - Boran Apak
KetGPT - Dataset Augmentation of Quantum Circuits Using Transformers. 235-251 - Jacob L. Cybulski
Design Considerations for Denoising Quantum Time Series Autoencoder. 252-267 - Varun Puram, Krishnageetha Karuppasamy, Johnson P. Thomas:
Optimizing Quantum Circuits Using Algebraic Expressions. 268-276 - Pol Rodríguez-Farrés, Rocco Ballester, Carlos Ansótegui, Jordi Levy, Jesús Cerquides:
Implementing 3-SAT Gadgets for Quantum Annealers with Random Instances. 277-291 - Valentin Gilbert
Quantum Annealers Chain Strengths: A Simple Heuristic to Set Them All. 292-306 - Tomasz Pecyna
Quantum Variational Algorithms for the Aircraft Deconfliction Problem. 307-320 - Salahuddin Abdul Rahman
Adaptive Sampling Noise Mitigation Technique for Feedback-Based Quantum Algorithms. 321-329 - Leo Sünkel, Michael Kölle, Tobias Rohe, Thomas Gabor:
Towards Federated Learning on the Quantum Internet. 330-344 - Anubhav Srivastava, M. V. Panduranga Rao:
Statistical Model Checking for Entanglement Swapping in Quantum Networks. 345-359 - Antón Rodríguez-Otero, Niels M. P. Neumann, Ward van der Schoot, Robert S. Wezeman:
Noise Robustness of a Multiparty Quantum Summation Protocol. 360-374 - Adrian Cinal
Hybrid Approach to Public-Key Algorithms in the Near-Quantum Era. 375-388 - Mateusz Lesniak
Unsafe Mechanisms of Bluetooth, E0 Stream Cipher Cryptanalysis with Quantum Annealing. 389-404 - Tony Quertier, Grégoire Barrué:
Towards an In-Depth Detection of Malware Using Multi-QCNN. 405-412
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