Program for Tuesday, July 4th: Talk View

PROGRAM FOR TUESDAY, JULY 4TH: TALK VIEW

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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

Leading the Way in European Supercomputing. User’s Opportunities and Latest Updates from the EuroHPC Joint

Anders Dam Jensen

10:20-10:40

Graph-level representations using ensemble-based readout functions

Jakub Binkowski, Albert Sawczyn, Denis Janiak, Piotr Bielak, Tomasz Kajdanowicz

10:40-11:00

Data Integration Landscapes: The Case for Non-Optimal Solutions in Network Diffusion Models

James Nevin, Paul Groth, Michael Lees

11:00-11:20

RAFEN - Regularized Alignment Framework for Embeddings of Nodes

Kamil Tagowski, Piotr Bielak, Jakub Binkowski, Tomasz Kajdanowicz

11:20-11:40

Influence of activation functions on the convergence of Physics-Informed Neural Networks for 1D wave

Paweł Maczuga, Maciej Paszynski

11:40-12:00

Comparative analysis of community detection and transformer-based approaches for topic clustering of scientific

Daniel Bretsko, Alexander Belyi, Stanislav Sobolevsky

10:20-10:40

Alternative platforms and privacy paradox: A system dynamics analysis

Ektor Arzoglou, Yki Kortesniemi

10:40-11:00

RL-MAGE: Strengthening Malware Detectors against Smart Adversaries

Adarsh Nandanwar, Hemant Rathore, Sanjay K. Sahay, Mohit Sewak

11:00-11:20

Application of genetic algorithm to load balancing in networks with a homogeneous traffic flow

M. Bolanowski, A. Gerka, A. Paszkiewicz, M. Ganzha, M. Paprzycki

11:20-11:40

Self-supervised Deep Heterogeneous Graph Neural Networks with Contrastive Learning

Z. Li, F. Yuan, C. Cao, D. Wang, J. Feng, B. Li, Y. Liu

11:40-12:00

Improving the Performance of Task-based Linear Algebra Software with Autotuning Techniques on Heterogeneous

Jesús Cámara, Javier Cuenca, Murilo Boratto

10:20-10:40

Goal-oriented Deep Ritz and Least-Squares methods

Carlos Uriarte, David Pardo, Ignacio Muga

10:40-11:00

An Adaptive Strategy to Solve Parametric PDEs to Generate Massive Databases for Deep Learning

Julen Alvarez-Aramberri, Vincent Darrigrand, Felipe V. Caro, David Pardo

11:00-11:20

Deep Learning Inversion of Geophysical Data Generated with Parametric PDEs

J. Alvarez-Aramberri, Á.J. Omella, A. Roco, R. Véjar-Asem, V. Darrigrand

11:20-11:40

Adaptive physics-informed Spectral Learning to simulate discrete Hodge–Helmholtz decomposition

Pouria Behnoudfar, Luis Espath

11:40-12:00

Deep Fourier Residual method for PDEs with H1 and H(curl) test function spaces

Jamie Michael Taylor, David Pardo, Ignacio Muga, Manuela Bastidas

10:20-10:40

Expedited Metaheuristic-Based Antenna Optimization Using EM Model Resolution Management

Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson

10:40-11:00

Model of perspective distortions for a vision measuring system of large-diameter bent pipes

Krzysztof Borkowski, Dariusz Janecki, Jarosław Zwierzchowski

11:00-11:20

Optimization of asynchronous logging kernels for a GPU accelerated CFD solver

Paul Zehner, Atsushi Hashimoto

11:20-11:40

Dynamic core binding for load balancing of applications parallelized with MPI/OpenMP

Masatoshi Kawai, Akihiro Ida, Toshihiro Hanawa, Kengo Nakajima

10:20-10:40

Double-bracket flow quantum algorithm for diagonalization

Marek Gluza

10:40-11:00

Sub-Exponential ML algorithm for predicting local ground state properties

Lauren Preston, C S Shankar

11:00-11:20

Multi-objective Quantum-inspired Genetic Algorithm for Supervised Learning of Deep Classification

Jerzy Balicki

11:20-11:40

Classification of Hybrid Quantum-Classical Computing

Frank Phillipson, Niels Neumann, Robert Wezeman

11:40-12:00

Translating Constraints into QUBOs for the Quadratic Knapsack Problem

Tariq Bontekoe, Frank Phillipson, Ward van der Schoot

12:00-12:20

A polynomial size model with implicit SWAP gate counting for exact qubit reordering

Jesse Mulderij, Karen Aardal, Irina Chiscop, Frank Phillipson

10:20-10:40

Radial Basis Function Neural Network with a Centers Training Stage for Prediction Based on Dispersed Image

Kwabena Frimpong Marfo, Małgorzata Przybyła-Kasperek

10:40-11:00

Database of fragments of medieval codices of the 11th-12th centuries - the uniqueness of requirements and

Jakub Leszek Pach

11:00-11:20

Global optimisation for improved volume tracking of time-varying meshes

Jan Dvořák, Filip Hácha, Libor Váša

11:20-11:40

Detection of objects dangerous for the operation of mining machines

Marek Bazan, Jakub Szymkowiak, Krzysztof Halawa, Tomasz Janiczek

10:20-10:40

Multimodal Emotion Classification Supported in the Aggregation of Pre-Trained classification models

Pedro J. S. Cardoso, João M. F. Rodrigues, Rui Novais

10:40-11:00

Cyber-physical system supporting the production technology of steel mill products based on ladle furnace tracking and sensor

Hajder, Opaliński, Pernach, Sztangret, Regulski, Bzowski, Piwowarczyk, Rauch

11:00-11:20

Resource consumption of Federated Learning approach applied on edge IoT devices in the AGV

Shubyn, Grzesik, Maksymyuk, Kostrzewa, Benecki, Syu, Lin, Sunderam, Mrozek

10:20-10:40

A space-time multiscale mortar mixed finite element method for flow in porous media

Ivan Yotov

10:40-11:00

Two-field finite element solvers for linear and nonlinear poroelasticity problems

Zhuoran Wang

11:00-11:20

Numerical simulation of virus-laden droplets transport from lung to lung by using eighth generation airway

S. Kishi, M. Yamakawa, A. Takii, T. Watamura, S. Asao, S. Takeuchi, M. Kim

11:20-11:40

Component-wise and unconditionally energy-stable VT flash calculation

Xiaoyu Feng, Meng-Huo Chen, Yuanqing Wu, Shuyu Sun, Tao Zhang

11:40-12:00

Deswelling Dynamics of Chemically-Active Polyelectrolyte Gels

Bindi Nagda, Jian Du, Owen Lewis, Aaron Fogelson

12:00-12:20

Constraint energy minimizing generalized multiscale finite element method for highly heterogeneous compressible

Eric Chung, Leonardo Poveda, Shubin Fu

12:20-12:40

Unconditionally Energy-Stable SPH Methods for Incompressible Single-Phase and Two-Phase Flows

Shuyu Sun

10:20-10:40

Estimation of the Impact of COVID-19 Pandemic Lockdowns on Breast Cancer Deaths and Costs in Poland using Markovian Monte Carlo

Magdalena Dul, Michal K. Grzeszczyk, Ewelina Nojszewska, Arkadiusz Sitek

10:40-11:00

Named Entity Recognition for De-identifying Real-World Health Records in Spanish

López-García, Moreno-Barea, Mesa, Jerez, Ribelles, Alba, Veredas

11:00-11:20

Handwriting Analysis AI-based System for Assisting People with Dysgraphia

R. Gupta, D. Mehrotra, R. Bouhamoum, M. Masmoudi, H.B. Zghal

12:00-12:30 Poster Session

13:30-14:20

Adaptive-Multilevel BDDC: A Scalable Domain Decomposition Method for Problems in Computational

Jakub Šístek

14:30-14:50

On Irregularity Localization for Scientific Data Analysis Workflows

A.D. Vu, C. Tsigkanos, J.A. Quiane Ruiz, V. Markl, T. Kehrer

14:50-15:10

Linking scholarly datasets — the EOSC perspective

Marcin Wolski, Antoni Klorek, Cezary Mazurek, Anna Kobusinska

15:10-15:30

Heuristic Modularity Maximization Algorithms for Community Detection Rarely Return an Optimal Partition or Anything

Samin Aref, Mahdi Mostajabdaveh, Hriday Chheda

14:30-14:50

An application of evolutionary algorithms and machine learning in four-part harmonization

Mikołaj Sikora, Maciej Smołka

14:50-15:10

Performing Aerobatic Maneuver with Imitation Learning

Henrique Freitas, Rui Camacho, Daniel Castro Silva

15:10-15:30

A Moral Foundations Dictionary for the European Portuguese Language: The Case of Portuguese Parliamentary

Mafalda Zúquete, Flávio L. Pinheiro, Diana Orghian

15:30-15:50

Exploring Counterfactual Explanations for Predicting Student Success

Farzana Afrin, Margaret Hamilton, Charles Thevathyan

15:50-16:10

Sentiment Analysis Using Machine Learning Approach Based on Feature Extraction for Anxiety Detection

S. Saifullah, R. Drezewski, F.A. Dwiyanto, A.S. Aribowo, Y. Fauziah

16:10-16:30

Siamese Autoencoder-based Approach for Missing Data Imputation

Ricardo Cardoso Pereira, Pedro Henriques Abreu, Pedro Pereira Rodrigues

14:30-14:50

Ontological Modelling and Social Network: from expert validation to consolidated domains

Salvatore Flavio Pileggi

14:50-15:10

Semantic Hashing to Remedy Uncertainties in Ontology-Driven Edge Computing

Konstantin Ryabinin, Svetlana Chuprina

15:10-15:30

Global Sensitivity Analysis Using Polynomial Chaos Expansion on the Grassmann Manifold

Valentina Bazyleva, Victoria M. Garibay, Debraj Roy

15:30-15:50

Creating Models for Predictive Maintenance of Field Equipment in the Oil Industry with Simulation Based Uncertainty

Raul Ramirez-Velarde, Laura Hervert-Escobar, Neil Hernandez-Gress

15:50-16:10

A Bayesian Optimization through Sequential Monte Carlo and Statistical Physics-Inspired Techniques

Emre Sahin, Anton Lebedev, Thomas Warford

14:30-14:50

Optimal Knots Selection in Fitting Degenerate Reduced Data

Ryszard Kozera, Lyle Noakes

14:50-15:10

Performance of selected Nature-Inspired Metaheuristic Algorithms used for Extreme Learning Machine

Karol Struniawski, Ryszard Kozera, Aleksandra Konopka

15:10-15:30

Minimal Path Delay Leading Zero Counters on Xilinx FPGAs

Gregory Morse, Tamás Kozsik, Peter Rakyta

14:30-14:50

Graph neural network potentials for molecular dynamics simulations of water cluster anions

Alfonso Gijón, Miguel Molina-Solana, Juan Gómez-Romero

14:50-15:10

Clustering-based Identification of Precursors of Extreme Events in Chaotic Systems

Urszula Gołyska, Nguyen Anh Khoa Doan

15:10-15:30

Human-Sensors & Physics awared Machine Learning for Wildfire Detection and Nowcasting

Jake Lever, Sibo Cheng, Rossella Arcucci

15:30-15:50

Rules' Quality Generated by the Classification Method for Independent Data Sources Using Pawlak Conflict Analysis

Małgorzata Przybyła-Kasperek, Katarzyna Kusztal

15:50-16:10

Convolutional autoencoder for the spatiotemporal latent representation of turbulence

Nguyen Anh Khoa Doan, Alberto Racca, Luca Magri

16:10-16:30

Data-driven stability analysis of a chaotic time-delayed system

Georgios Margazoglou, Luca Magri

14:30-14:50

A Novel DAAM-DCNNs Hybrid Approach to Facial Expression Recognition to Enhance Learning Experience

Rayner Alfred, Joe Henry Obit, Yuto Lim, Haviluddin Haviluddin

14:50-15:10

Classification performance of Extreme Learning Machine Radial Basis Function with k-means, k-medoids and mean shift clustering

Aleksandra Konopka, Karol Struniawski, Ryszard Kozera

15:10-15:30

Impact of text pre-processing on classification accuracy in Polish

Urszula Gumińska, Aneta Poniszewska-Maranda, Joanna Ochelska-Mierzejewska

15:30-15:50

Radius Estimation in Angiograms using Multiscale Vesselness Function

Piotr Szczypinski

14:30-14:50

Payload Level Graph Attention Network for Web Attack Traffic Detection

H. Bao, L. Wenhao, X. Wang, Z. Tang, Q. Wang, W. Wang, F. Liu

14:50-15:10

Smart Head-mount Obstacle Avoidance Wearable for the Vision Impaired

Peijie Xu, Ron Van Schyndel, Andy Song

15:10-15:30

ATS: A Fully Automatic Troubleshooting System with Efficient Anomaly Detection and Localization

Lu Yuan, Yuan Meng, Jiyan Sun, Shangyuan Zhuang, Yinlong Liu, Liru Geng

15:30-15:50

SocHAP: a new data driven explainable prediction of battery state of charge

Théo Heitzmann, Ahmed Samet, Cyrine Soufi, Tedjani Mesbahi, Romuald Boné

14:30-14:50

Mathematical Modeling and Numerical Simulations for Drug Release from PLGA Nanoparticles

Yu Sun, Yan Li, Jiangguo Liu

14:50-15:10

Numerical simulation of propeller hydrodynamics using the open source software

Andrey Britov, Andrey Epikhin, Sofya Yarikova, Stepan Elistratov, Qin Zhang

15:10-15:30

Numerical Solution on Nonaffine Grids by Least-Squares FEM for Convection-Dominated Problems

Huoyuan Duan

15:30-15:50

DNS of thermocapillary migration of a bi-dispersed suspension of droplets

Néstor Vinicio Balcázar Arciniega, Joaquim Rigola, Assensi Oliva

15:50-16:10

Numerical simulation of supersonic jet noise using open source software

Andrey Epikhin, Ivan But

14:30-14:50

Comparative study of meta-heuristic algorithms for damage detection problem

K. Belhadj, N. Ben Guedria, A. Helali, O.A. Harzallah, C. Bouraoui, L. Idoumghar

14:50-15:10

Supervised machine learning techniques applied to medical records toward the diagnosis of rare autoimmune

Martins, Filho, Mioto, Bernardi, Lima, Felix, Alves

15:10-15:30

Universal machine-learning processing pattern for computing in the video-oculography.

Albert Śledzianowski, Jerzy Nowacki, Konrad Sitarz, Andrzej Przybyszewski

15:30-15:50

Machine Learning for Risk Stratification of Diabetic Foot Ulcers using Biomarkers

K. Martin, A. Uphadyay, A. Wijekoon, N. Wiratunga, S. Massie

15:50-16:10

RuMedSpellchecker: correcting spelling errors for natural Russian language in electronic health records using machine learning

Dmitry Pogrebnoy, Anastasia Funkner, Sergey Kovalchuck

16:40-17:00

Memory-efficient all-pair suffix-prefix overlaps on GPU

Sayan Goswami

17:00-17:20

Parallel Adjoint Taping using MPI

Markus Towara, Jannick Kremer, Uwe Naumann

17:20-17:40

Experimental Study of a Parallel Iterative Solver for Markov Chain Modeling

Valerio Besozzi, Matteo Della Bartola, Luca Gemignani

17:40-18:00

Accelerating Multivariate Functional Approximation Computation with Domain Decomposition Techniques

Vijay Mahadevan, David Lenz, Iulian Grindeanu, Thomas Peterka

18:00-18:20

Tempo and Time Signature Detection of a Musical Piece

Daniel Kostrzewa, Marek Zabialowicz

16:40-17:00

Image Recognition of Plants and Plant Diseases with Transfer Learning and Feature Compression

Marcin Zięba, Konrad Przewłoka, Michał Grela, Kamil Szkoła, Marcin Kuta

17:00-17:20

Identifying Users of IoT Wearables by Heart rate

Sachit Desa, Basem Suleiman, Waheeb Yakub

17:20-17:40

Improving Patients' Length of Stay Prediction Using Clinical and Demographics Features Enrichment

H. Osop, B. Suleiman, M.J. Alibasa, D. Wrigley, A. Helsham, A. Asmaro

17:40-18:00

Attribute Relevance and Discretisation in Knowledge Discovery: A Study in Stylometric Domain

Urszula Stańczyk, Beata Zielosko, Grzegorz Baron

18:00-18:20

What will happen when we radically simplify t-SNE an UMAP visualization algorithms. Is it worth to do

Bartosz Minch, Radosław Łazarz, Witold Dzwinel

18:20-18:40

Automatic Delta-Adjustment Method applied to Missing Not At Random Imputation

Cardoso Pereira, Pereira Rodrigues, A. T. Figueiredo, Henriques Abreu

16:40-17:00

Distributionally-Robust Optimization for Sustainable Exploitation of the Infinite-dimensional Superposition of Affine Processes with an Application to Fish

Hidekazu Yoshioka, Motoh Tsujimura, Yumi Yoshioka

17:00-17:20

On the Resolution of Approximation Errors on an Ensemble of Numerical Solutions

Aleksey Alekseev, Alexander Bondarev

17:20-17:40

Allocation of Distributed Resources with Group Dependencies and Availability Uncertainties

Victor Toporkov, Dmitry Yemelyanov, Alexei Tselishchev

16:40-17:00

Biharmonic scattered data interpolation based on the Method of Fundamental Solutions

Csaba Gaspar

17:00-17:20

Spatially-varying meshless approximation method for enhanced computational efficiency

Mitja Jančič, Miha Rot, Gregor Kosec

17:20-17:40

On the weak formulations of the Multipoint meshless FDM

Irena Jaworska

16:40-17:00

Learning Neural Optimal Interpolation Models and Solvers

M. Beauchamp, Q. Febvre, J. Thompson, H. Georgenthum, R. Fablet

17:00-17:20

A kernel extension of the Ensemble Transform Kalman Filter

Sophie Mauran, Sandrine Mouysset, Ehouarn Simon, Laurent Bertino

17:20-17:40

Bayesian optimization of the layout of wind farms with a high-fidelity surrogate model

Nikolaos Bempedelis, Luca Magri

17:40-18:00

Using machine learning, data assimilation and their combination to improve a new generation of Arctic sea-ice

Alberto Carrassi

16:40-17:00

3D tracking of multiple drones based on Particle Swarm Optimization

T. Krzeszowski, A. Switonski, M. Zielinski, K. Wojciechowski, J. Rosner

17:00-17:20

Sun Magnetograms Retrieval From Vast Collections Through Small Hash Codes

Rafal Grycuk, Rafal Scherer

17:20-17:40

Artificial Immune Systems Approach for Surface Reconstruction of Shapes with Large Smooth Bumps

A. Galvez-Tomida, I.J. Fister, L. You, I. Fister, A. Iglesias Prieto

16:40-17:00

Prediction of casting mechanical parameters based on direct microstructure image analysis using deep neural network and graphite forms

B. Sniezynski, D. Wilk-Kolodziejczyk, R. Łazarz, K. Jaskowiec

17:00-17:20

Breaking the Anti-Malware: EvoAAttack based on Genetic Algorithm against Android Malware Detection

Hemant Rathore, Praneeth B, Sundaraja Sitharama Iyengar, Sanjay K. Sahay

17:20-17:40

Smart Control System for Sustainable Swimming Pools

C. Cabrita, J. Carvalho, A. Inverno, J. Monteiro, M.J. Oliveira

17:40-18:00

Feature importances as a tool for root cause analysis in time-series events

Michał Kuk, Szymon Bobek, Bruno Veloso, Lala Rajaoarisoa, Grzegorz J. Nalepa

16:40-17:00

Molecular dynamics study of hydrogen dissolution and diffusion in different nonmetallic pipe

Dukui Zheng, Jingfa Li, Bo Yu, Yindi Zhang, Yafan Yang, Dongxu Han, Jianli Li

17:00-17:20

Unstructured conservative level-set (UCLS) simulations of film boiling heat transfer

Néstor Vinicio Balcázar Arciniega, Joaquim Rigola, Assensi Oliva

16:40-17:00

Coupling between a finite element model of coronary artery mechanics and a microscale agent-based model of smooth muscle cells through trilinear

Aleksei Fotin, Pavel Zun

17:00-17:20

Does complex mean accurate: comparing COVID-19 propagation models with different structural

Israel Huaman, Vasiliy Leonenko

17:20-17:40

Accounting for data uncertainty in modeling acute respiratory infections: influenza in St. Petersburg as a case

Kseniya Sahatova, Aleksandr Kharlunin, Vasiliy Leonenko

17:40-18:00

A web portal for real-time data quality analysis on the Brazilian Tuberculosis Research Network: A Case

Cassão, Bernardi, Lima, Soares, Miyoshi, Mioto, Kritiski, Alves

18:00-18:20

Use of Decentralized-Learning Methods Applied to Healthcare: A Bibliometric Analysis

C. Ameijeiras-Rodriguez, R. Rb-Silva, J.M. Diniz, J. Souza, A. Freitas

19:30-22:30 Conference Dinner

09:50-10:20 Coffee Break

12:30-13:30 Lunch

16:10-16:40 Coffee Break