Program for Wednesday, July 3rd: Talk View

PROGRAM FOR WEDNESDAY, JULY 3RD: TALK VIEW

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View: with abstracts session overview

9:00

9:30

10:00

10:30

11:00

11:30

12:00

12:30

13:00

13:30

14:00

14:30

15:00

15:30

16:00

16:30

17:00

17:30

18:00

18:30

19:00

19:30

20:00

20:30

21:00

21:30

22:00

22:30

09:00-09:50

Computational Methods in Thermodynamics of Multicomponent Mixtures with Applications in Compositional

Jiří Mikyška

10:20-10:40

Time Series Predictions Based on PCA and LSTM Networks: a Framework for Predicting Brownian Rotary Diffusion of Cellulose

F. Bragone, K. Morozovska, T. Rosén, D. Söderberg, S. Markidis

10:40-11:00

Target-phrase Zero-shot Stance Detection: Where Do We Stand?

Dawid Motyka, Maciej Piasecki

11:00-11:20

Trends in computational science: natural language processing and network analysis of 23 years of ICCS

Luo, Kovalchuk, Krzhizhanovskaya, Paszynski, de Mulatier, Dongarra, Sloot

11:20-11:40

EsmTemp - Transfer Learning Approach for Predicting Protein Thermostability

A. Sułek, J. Jończyk, P. Orzechowski, A.A. Hamed, M. Wodziński

11:40-12:00

Multitaper-Based Post-Processing of Compact Antenna Responses Obtained in Non-Anechoic Conditions

Mariusz Dzwonkowski, Adrian Bekasiewicz, Slawomir Koziel

12:00-12:20

Stacking for Probabilistic Short-term Load Forecasting

Grzegorz Dudek

10:20-10:40

A Novel Multi-Criteria Temporal Decision Support Method - Sustainability Evaluation Case Study

Aleksandra Bączkiewicz, Jarosław Wątróbski, Artur Karczmarczyk

10:40-11:00

SESP-SPOTIS: advancing stochastic approach for re-identifying MCDA models

Bartłomiej Kizielewicz, Jakub Więckowski, Wojciech Sałabun

11:00-11:20

How to facilitate hybrid model development by rebuilding the demographic simulation model

Jacek Zabawa

11:20-11:40

Sustainability in the Digital Age: Assessing the Carbon Footprint of E-Commerce Platforms

Adam Wasilewski, Grzegorz Kołaczek

11:40-12:00

XLTU: A Cross-Lingual Model in Temporal Expression Extraction for Uyghur

Yifei Liang, Lanying Li, Rui Liu, Ahtam Ahmat, Lei Jiang

10:20-10:40

Combining OpenFOAM and Deep Learning for Minimizing the Spatial Discretization Error on Coarse

J. Gonzalez-Sieiro, D. Pardo, V. Nava, V.M. Calo, M. Towara

10:40-11:00

Optimizing Robust Variational Physics-Informed Neural Networks using Least Squares

Manuela Bastidas, Carlos Uriarte, Jamie Taylor, Sergio Rojas, David Pardo

11:00-11:20

Damage detection using a Deep Autoencoder: exploring limits and confidence in diagnostics

Ana Fernandez-Navamuel, David Pardo, Diego Zamora-Sanchez, A. Javier Omella

10:20-10:40

KetGPT - Dataset Augmentation of Quantum Circuits using Transformers

Boran Apak, Medina Bandic, Aritra Sarkar, Sebastian Feld

10:40-11:00

Design Considerations for Denoising Quantum Time-Series Autoencoder

Jacob Cybulski, Sebastian Zając

11:00-11:20

Hybrid approach to public-key algorithms in the near-quantum era

Adrian Cinal, Gabriel Wechta, Michał Wroński

11:20-11:40

Unsafe mechanisms of Bluetooth, E0 stream cipher cryptanalysis with quantum annealing

Mateusz Leśniak, Elżbieta Burek, Michał Wroński

10:20-10:40

Using case-based systems mapping for policy evaluation: A case study using policy data on urban

Brian Castellani

10:40-11:00

Disentangling Multilateral Diplomacy: Insights from an analyis citation pattern within UN Security Council

Jean-Luc Falcone, Daniela Scherer, Genis Skura, Didier Wernli

11:00-11:20

How social contagions shape collective consensus in the presence of scale-free networks

Mohammad Savari, Didier Wernli, Roland Bouffanais

11:20-11:40

Detecting negativity and dissensus in international talks Experiments with accounts of the Intergovernmental Panel on Climate Change sessions

Florian Cafiero

11:40-12:00

A data science approach to measure gridlock within the UN Security Council from 1946 to 2023

D.S. Scherer, J.-L. Falcone, B. Chopard, N. Levrat, R. Bouffanais, D. Wernli

10:20-10:40

Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain

Szymon Mazurek, Monika Pytlarz, Sylwia Malec, Alessandro Crimi

10:40-11:00

Exploiting medical-expert knowledge via a novel memetic algorithm for the inference of gene regulatory

Adrián Segura Ortiz, José Manuel García Nieto, José Francisco Aldana Montes

11:00-11:20

Neural Dynamics in Parkinson's Disease: Integrating Machine Learning and Stochastic Modelling with Connectomic

Hina Shaheen, Roderick Melnik

11:20-11:40

Human sex recognition based on dimensionality and uncertainty of gait motion capture data

Adam Świtoński, Henryk Joinski

11:40-12:00

Invited Talk by Chiara Zucco: Negation detection in medical texts

Maria Chiara Martinis, Chiara Zucco, Mario Cannataro

12:00-12:30 Poster Session

13:30-14:20

Translational Computer Science

David Abramson

14:30-14:50

Reduced Simulations for High-Energy Physics, a Middle Ground for Data-Driven Physics Research

Uraz Odyurt, Stephen Nicholas Swatman, Ana-Lucia Varbanescu, Sascha Caron

14:50-15:10

Interpoint Inception Distance: Gaussian-Free Evaluation of Deep Generative Models

Dariusz Jajeśniak, Piotr Kościelniak, Przemysław Klocek, Marcin Mazur

15:10-15:30

Data-Efficient Knowledge Distillation with Teacher Assistant-Based Dynamic Objective Alignment

Y. Xu, C. Cao, F. Yuan, D. Wang, Y. Liu, M. Su, J. Fu

15:30-15:50

Automated Discovery of Concurrent Models of Decision-Making Systems from Data

Zbigniew Suraj, Piotr Grochowalski, Pawel Drygas

15:50-16:10

Miniaturization-Oriented Design of Spline-Parameterized UWB Antenna for In-Door Positioning

Adrian Bekasiewicz, Tom Dhaene, Ivo Couckuyt, Jacek Litka

14:30-14:50

From Complexity to Simplicity: Brain-Inspired Modularization of PINN Solvers

Stefano Markidis

14:50-15:10

Multivariate Time Series Modelling with Neural SDE driven by Jump Diffusion

Kirill Zakharov

15:10-15:30

Assessing the Stability of Text-to-Text Models for Keyword Generation Tasks

Tomasz Walkowiak

15:30-15:50

A Dictionary-Based with Stacked Ensemble Learning to Time Series Classification

Rauzan Sumara, Wladyslaw Homenda, Witold Pedrycz, Fusheng Yu

14:30-14:50

Numerical precision errors in hyperbolic geometry

Dorota Celińska-Kopczyńska, Eryk Kopczynski

14:50-15:10

File I/O Cache Performance of Supercomputer Fugaku Using an Out-of-core Direct Numerical Simulation Code of

Hatanaka et.al

15:10-15:30

Parallel Vectorized Algorithms for Computing Trigonometric Sums Using AVX-512 Extensions

Przemyslaw Stpiczynski

14:30-14:50

The significance of the Quantum Volume for other algorithms: a case study for Quantum Amplitude

Jins de Jong, Carmen Hoek

14:50-15:10

Towards Federated Learning on the Quantum Internet

Leo Sünkel, Michael Kölle, Tobias Rohe, Thomas Gabor

15:10-15:30

Noise robustness of a multiparty quantum summation protocol

Antón Rodríguez-Otero, Niels M.P. Neumann, Ward van der Schoot, Robert Wezeman

15:30-15:50

Optimizing Quantum Circuits using Algebraic Expressions

Varun Puram, Geetha Karuppasamy, Johnson Thomas

15:50-16:10

General Quantum Image Representation Model and Framework

Rafał Potempa, Onyeka Nwobodo, Kamil Wereszczyński, Krzysztof Cyran

16:10-16:30

Statistical Model Checking for Entanglement Swapping in Quantum Networks

Anubhav Srivastava, Mvp Rao

14:30-14:50

Integrated Multi-scale Model of Thermal Conductivity for Expanded Perlite Powder Vacuum Insulation

Ziyan Fu, Mizi Fan

14:50-15:10

A Conceptual Approach to Agent-Based Modelling of Coping Mechanisms in Climate-Driven Flooding in

L. Harbach, D. Groen, A. Jahani, D. Suleimenova, M. Ghorbani, Y. Xue

15:10-15:30

Predicting Forced Migration Movements: A Sensitivity Analysis Approach

Diana Suleimenova, Alireza Jahani, Maziar Ghorbani, Derek Groen

15:30-15:50

A Comprehensive Approach to Multiscale Boundary Element Modelling of Damage in Polycrystalline

Ferri Aliabadi

15:50-16:10

Uncertainty quantification for high dimensional parameter spaces: physics-based versus AI models

Peter V. Coveney

14:30-14:50

A Supervised Machine Learning Approach to Determine Domain Phases in Selected Lipid Membrane

Mateusz Rzycki, Karolina Wasyluk, Dominik Drabik

14:50-15:10

EnsembleFS: an R toolkit and a web-based tool for a filter ensemble feature selection of molecular omics

Aneta Polewko-Klim, Paweł Grablis, Witold Rudnicki

15:10-15:30

A method for inferring candidate Disease-Disease Associations

Pietro Cinaglia, Marianna Milano

16:40-17:00

Operator entanglement growth quantifies complexity of cellular automata

Wout Merbis, Calvin Bakker

17:00-17:20

Simulating, Visualizing and Playing with de Sitter and anti de Sitter spacetime

Eryk Kopczynski

17:20-17:40

Cost-effective Defense Timing Selection for Moving Target Defense in Satellite Computing Systems

Lin Zhang, Yunchuan Guo, Siyuan Leng, Xiaogang Cao, Fenghua Li, Liang Fang

17:40-18:00

Energy- and Resource-Aware Graph-Based Microservices Placement in the Cloud-Fog-Edge Continuum.

Imane Taleb, Jean-Loup Guillaume, Benjamin Duthil

18:00-18:20

Towards a Next Generation Simulation Platform for Vehicle Electrification Planning

N.B. Othman, V. Jayaraman, W. Chan, R. Rishikeshan, F. Ling, M.A. Ramli

16:40-17:00

Rotationally invariant object detection on video using Zernike moments backed with integral images and frame skipping

Aneta Bera, Dariusz Sychel, Przemysław Klęsk

17:00-17:20

Inference algorithm for knowledge bases with rule cluster structure

Agnieszka Nowak-Brzezinska, Igor Gaibei

17:20-17:40

Cascade training as a tree search with Dijkstra's algorithm

Dariusz Sychel, Aneta Bera, Przemysław Klęsk

17:40-18:00

A New Highly Efficient Preprocessing Algorithm for Convex Hull, Maximum Distance and Minimal Bounding Circle in E2: Efficiency

Vaclav Skala

18:00-18:20

CrimeSeen: An Interactive Visualization Environment for Scenario Testing on Criminal Cocaine

Frederike Oetker, Liza Roelofsen

16:40-17:00

Modified CORDIC Algorithm for Givens Rotator

Paweł Poczekajło, Leonid Moroz, Ewa Deelman, Pawel Gepner

17:00-17:20

A Numerical Feed-Forward scheme for the Augmented Kalman Filter

Fabio Marcuzzi

17:20-17:40

A highly efficient computational approach for wind-driven flows over deformable topography

Alia Al Ghosoun, Mohammed Seaid

17:40-18:00

Unleashing the Potential of Mixed Precision in AI-Accelerated CFD Simulation on Intel CPU/GPU

Kamil Halbiniak, Krzysztof Rojek, Sergio Iserte, Roman Wyrzykowski

16:40-17:00

Implementing 3-SAT Gadgets for Quantum Annealers with random instances

Pol Rodriguez, Rocco Ballester, Jordi Levy, Carlos Ansotegui, Jesus Cerquides

17:00-17:20

Quantum Annealers Chain Strengths: A Simple Heuristic to Set Them All

Valentin Gilbert, Stéphane Louise

17:20-17:40

Quantum variational algorithms for the aircraft deconfliction problem

Tomasz Pecyna, Krzysztof Kurowski, Rafał Różycki, Jan Węglarz

16:40-17:00

The lattice-Boltzmann-based large eddy simulations for the stenosis of the aorta

X. Xue, J. McCullough, S. Lo, I. Zacharoudiou, B. Joó, P. Coveney

17:00-17:20

Advancing Organizational Performance: A Strategic Framework to Multiscale Modeling and Simulation

Armin Kashefi, Faris Alwzinani

17:20-17:40

Probing the Interface: Molecular Simulations of Protein-Material Interactions

Sahihi, Saleh, Borhan, Malfreyt, Fayon, Devémy, Goujon, Dequidt

17:40-18:00

Comparison of code coupling methodologies using HemeLB for blood flow simulations

Jon McCullough, Lourens Veen, Peter Coveney

18:00-18:20

Simulation of Human Walking Avoiding Obstacles in an Individual with Motor Disability using a Deep Learning by Reinforcement

Karla Karina Sánchez Torres, Suemi Rodríguez Romo

16:40-17:00

Emulating melt ponds on sea ice with neural networks

Driscoll, Carrassi, Brajard, Bertino, Bocquet, Olason, Lawless

17:00-17:20

Ensemble Kalman filter in latent space using a variational autoencoder pair

Ivo Pasmans, Alberto Carrassi, Yumeng Chen, Chris Jones

17:20-17:40

Explainable hybrid semi-parametric model for prediction of power generated by wind turbines

Gijón, Eiraudo, Manjavacas, Bottaccioli, Lanzini, Molina-Solana, Gómez-Romero

17:40-18:00

State estimation of partially unknown dynamical systems with a Deep Kalman Filter

Erik Chinellato, Fabio Marcuzzi

18:00-18:20

Clustering dynamic climate models: A higher-order clustering approach

Giuseppe Brandi, Enrico Biffis

20:30-22:30 Conference Dinner

09:50-10:20 Coffee Break

12:30-13:30 Lunch

16:10-16:40 Coffee Break