Program for Tuesday, July 8th: Talk View

PROGRAM FOR TUESDAY, JULY 8TH: 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

09:00-09:50

Unraveling the Complex Interactions of Human Well-Being with the Dynamics of Techno-Social Systems

Johan Bollen

10:20-10:40

Precise Language Deception: XAI Driven Targeted Adversarial Examples with Restricted Knowledge

Mateusz Gniewkowski, Paweł Walkowiak, Marek Klonowski, Tomasz Walkowiak

10:40-11:00

Towards weight-space interpretation of Low-Rank Adapters for Diffusion Models

Jacek Duszenko, Piotr Bielak

11:00-11:20

Dynamic neural network with matrix-extended residual connections

Szymon Świderski, Agnieszka Jastrzebska

11:20-11:40

An Empirical Assessment of LLM-Based Approaches to Malicious Webpage Detection

Gracjan Mak, Arkadiusz Janz, Mateusz Gniewkowski, Paweł Walkowiak

10:20-10:40

Uncovering and Verifying Optimal Community Structure in Complex Networks: A MaxSAT Approach

Carlos Ansótegui, Vaidyanathan Peruvemba Ramaswamy, Stefan Szeider, Hai Xia

10:40-11:00

cuTeBool: Fast and Scalable Boolean matrix factorization on GPUs using Tensor Cores

Andrea Beyer, Valentin Henkys, Robin Kobus, Stefan Kramer, Bertil Schmidt

11:00-11:20

Dimensionality reduction in product of metric spaces

Aleksander Denisiuk

11:20-11:40

Hierarchical Structural Information -- Theory and Applications

Marzena Bielecka, Andrzej Bielecki, Aleksander Suchorab, Igor Wojnicki

11:40-12:00

Proof of Training: Obtaining Verifiable ML Models by Delegating Training to a Blockchain Network

Lukasz Krzywiecki, Gabriel Wechta

10:20-10:40

MinRNNs for Lagrangian-Based Simulations of Transient Flow Problems

Dody Dharma, Peter K Jimack, He Wang

10:40-11:00

Uncertainty-Aware Well Placement: Simulator-Verified Dual-Network Reinforcement Learning Approach meets Particle

Djecta, Alyaev, Fossum, B.Bratvold, Bonti Muhammad, Srivastava

11:00-11:20

Performance-energy investigation of selected applications using a parallel multi-GPU genetic algorithm under power

Filip Magdziak, Paweł Czarnul

11:20-11:40

Discrete Residual Loss Functions for Training Physics-Informed Neural Networks

Rishi J, Sumanth Kumar Boya, Azhar Gafoor, Deepak Subramani

10:20-10:40

Graph-augmented Large Language Models Can Reach Human Intelligence in Clinical Applications

Y. Chen, D. Huang, Y. Shen, H. Xu, L. Sheng, Q. Zhou, K. Wang

10:40-11:00

Cross-Scale Modeling of Healthcare Norms and Patient Features Dynamics with Interpretable Machine

Chao Li, Dutao Zhang, Fei Ren, Sergey Kovalchuk

11:00-11:20

A Fractional Computation Based Deep Learning Framework for Silicosis Detection

Rinki Sharma, Priyanka Harjule

11:20-11:40

Combining XAI and graph cuts for skin-lesion segmentation

Zyad Husni, Uwe Jaekel, Babette Dellen

11:40-12:00

Automatic Detection and Segmentation of Coronary Artery Stenosis in Coronary Angiography Images

D. Evtyukhov, G. Kopanitsa, A. Mogilevskii, A. Yakovlev, S. Kovalchuk

10:20-10:40

Numerical Analysis of Dolphin Kick in Competitive Swimming with Free Surface Effects

Takii, Kabuo, Yamakawa, Kobayashi, Asao, Takeuchi, Tsubokura

10:40-11:00

Robust, Efficient, and Long-Time Accurate Schemes to Simulate Gas Storage in Geological Formation

H. Chen, Y. Chen, J. Kou, S. Sun, D. Xiao, X. Xu, H. Yu, T. Zhang, X. Zhuang

11:00-11:20

Massively Parallel Computational Modeling of Porous Electrode Formation and Performance via Non-Solvent Induced Phase Separation for Redox Flow

M. Barzegari, T. Jans, P. de Carvalho, R. Jacquemond, A. Forner-Cuenca

11:20-11:40

Study on hydrogen dissociation and adsorption behavior in hydrogen-blended natural gas pipelines

Y. Li, C. Wang, C. Liu, X. Xu, X. Yu, J. Li, Q. Li, H. Zhao

11:40-12:00

Study on consequences and safety distance for leakage and explosion in pipelines of hydrogen-blended natural gas

Huijie Huang, Jingfa Li, Xu Sun, Bo Yu

10:20-10:40

Learning, Compression and Quantum Information

Leonardo Banchi

10:40-11:00

Quantum memory advantages for modelling complex dynamics

Thomas Elliott

11:00-11:20

An Efficient Quantum Algorithm for Discovering Rare Events of Stochastic Processes

Chengran Yang

11:20-11:40

Memory-minimal quantum generation of stochastic processes: spectral invariants of quantum hidden Markov

Magdalini Zonnios

11:40-12:00

Combinatorial Optimization with Few Qubits

Rudy Raymond

10:20-10:40

A Multilayer and temporal network for studying the connections of cross-listed stocks

Hongyu Liu, Hao Xia

10:40-11:00

A novel routing algorithm for optical networks based on ML methods

Pawel Krysztofik, Pawel Cichosz, Sławomir Sujecki, Stanislaw Kozdrowski

11:00-11:20

Covering the online spectrum of opinion in social context: the benefit of network node sampling through an Italian case

Alex Cucco, Emiliano del Gobbo, Lara Fontanella, Sara Fontanella, Luigi Ippoliti

11:20-11:40

Decision Trees and Machine Learning for Cybersecurity: How Model Settings Affect Attack Detection

Lukiewicz, Podpora, Drałus, Mazur, Drałus, Kajdanowicz, Kawala-Sterniuk

11:40-12:00

A machine learning-based framework for predicting candidate drug side effects from biological

Pietro Cinaglia, Giulia Pingitore, Marianna Milano, Mario Cannataro

12:00-12:20

Biological Community Detection with Graph neural network and Network Curvature analysis on Gene Co-expression

Marianna Milano, Pietro Cinaglia, Mario Cannataro, Pietro Hiram Guzzi

10:20-10:40

Understanding the Limitations of Deep Transformer Models for Sea Ice Forecasting

Julia Borisova, Andrey Kuznetsov, Gleb Solovev, Nikolay Nikitin

10:40-11:00

Generation of quality Green’s function libraries in complex three-dimensional crustal structures by adaptive mesh

K. Nakao, H. Ito, T. Ichimura, K. Fujita, L. Wijerathne, M. Hori

11:00-11:20

Large-scale nonlinear viscoelastic simulation for crustal deformation accelerated by data-driven method and multi-grid

Murakami, Fujita, Ichimura, Kaneko, Hori, Hori, Lalith, Ueda

12:00-12:30 Poster Session

13:30-13:50

Simple error estimation for PIES in 2D elasticity problems

Agnieszka Boltuc, Eugeniusz Zieniuk

13:50-14:10

Using B-spline function properties in the PIES method to handle singularities in boundary value

Agnieszka Boltuc, Eugeniusz Zieniuk

14:10-14:30

Comparison of crash simulations on two types of flying cars

H. Sato, A. Takii, M. Yamakawa, Y. Kobayashi, S. Asao, S. Takeuchi, T. Ikeda

14:30-14:50

Domain solutions obtained by the FPIES for potential 2D BVPs

Andrzej Kużelewski, Eugeniusz Zieniuk

14:50-15:10

Physics-Aware Compression of Plasma Distribution Functions with GPU-Accelerated Gaussian Mixture

Andong Hu, Luca Pennati, Ivy Peng, Stefano Markidis

13:30-13:50

Meta-Instance Selection. Combining the Properties of Multiple Instance-Selection Methods.

Marcin Blachnik, Piotr Ciepliński, Daniel Dąbrowski

13:50-14:10

Preliminary comparison of different EDs performance, using Simulation

R. Galeano, A. Wong, D. Rexachs, R. Suppi, E. Bruballa, F. Epelde, E. Luque

14:10-14:30

Improving Object Detection Quality in Football Through Super-Resolution Techniques

Karolina Seweryn, Gabriel Chęć, Szymon Łukasik, Anna Wróblewska

14:30-14:50

To select or not to select? The role of meta-features selection in meta-learning tasks with tabular

Irina Deeva, Alena Kropacheva

14:50-15:10

Backtranslation and paraphrasing in the LLM era? Comparing data augmentation methods for emotion

Łukasz Radliński, Mateusz Guściora, Jan Kocoń

13:30-13:50

A test space refinement strategy for Robust Variational Physics-Informed Neural Networks

Sergio Rojas, Ignacio Brevis, Tanakorn Udomworarat, Kristoffer G. van der Zee

13:50-14:10

Augmenting Petrov-Galerkin method with optimal test functions by DNN learning the inverse of the Gram

Tomasz Sluzalec

14:10-14:30

Graph grammar model for h-adaptation for meshes with quadrilateral, pentagon, and hexagon elements

A. Paszynska, M. Dobija, P. Maczuga, A. Oliver-Serra, E. Paruch, J. Radek

14:30-14:50

EXPBrain: Exponential Integrators for Glioblastoma Brain Tumor Simulations

Magdalena Pabisz, Dominika Ciupek, Askold Vilkha, Maciej Paszynski

14:50-15:10

Introducing B-spline basis functions in neural network approximations

Maciej Sikora, Anna Paszynska, Maciej Paszynski

13:30-13:50

A Computational Framework for Modelling Biomechanical Tumour Dynamics and Tissue Interactions: A Proof-of-Concept in Pleural

Sacha Gijsbers, Valeria Krzhizhanovskaya, Stefano Trebeschi, Vivek M Sheraton

13:50-14:10

Towards sensitivity analysis: 3D venous modelling in the lower limb

M. Otta, K. Zając, M. Malawski, I. Halliday, C. Lim, J. Tsui, A. Narracott

14:10-14:30

Accelerating Two-Dimensional k-Wave Ultrasound Simulations Through Pruned FFT: A Treatment Planning

Ondrej Olsak, David Bayer, Jiri Jaros

14:30-14:50

Predicting disease transmission rates for hybrid modeling of epidemic outbreaks: statistical and machine learning

Maria Koshkareva, Elizabetty Guseva, Alyona Sharova, Vasiliy Leonenko

14:50-15:10

Lightweight heterogeneous SEIR models for epidemic surveillance in Russian cities: turning synthetic populations into

Andrey Korzin, Vasiliy Leonenko

13:30-13:50

{\tt DarcyLite} Modules for Property-preserving Transport Solvers

Jiangguo Liu, Boyang Yu, Yingli Li

13:50-14:10

An Iterative Scheme for the Solidification and Macro-segregation Benchmark Modeling

Xiaoyu Feng, Huangxin Chen, Bo Yu, Shuyu Sun

14:10-14:30

Natural convection in periodically heated porous-fluid system under local thermal non-equilibrium conditions: a numerical study for enhanced thermal

Marina Astanina, Mikhail Sheremet

13:30-13:50

What cannot be learned in the quantum universe

Robert Huang

13:50-14:10

Learning with Repeated Classical-Quantum Interactions

Daniel Park

14:10-14:30

Learning finitely correlated states

Josep Lumbreras

14:30-14:50

How Quantum Agents Can Change Which Strategies Are More Complex

Spiros Kechrimparis

14:50-15:10

Learning in Continuously-Monitored and Repeatedly-Interacting Quantum Systems

Felix Binder

15:10-15:30

Fundamental limits on quantum prediction

Graeme Berke

15:30-15:50

Multipartite Quantum State Over Time and Markovianity

Seok Hyung Lie

13:30-13:50

A New Technique for Enhanced Monochrome Visualization of Non-Visual Data

Andrzej Sluzek

13:50-14:10

SupResDiffGAN a new approach for the Super-Resolution task

D. Kopeć, W. Kozłowski, M. Wizerkaniuk, D. Krutul, J. Kocoń, M. Zięba

14:10-14:30

Enhancing AI Face Realism: Cost-Efficient Quality Improvement in Distilled Diffusion Models with a Fully Synthetic

Wąsala, Wrzalski, Noculak, Tarasenko, Krupa, Kocoń, Chodak

14:30-14:50

Transferability of UNet-Based Downscaling Model for High-Resolution Temperature Data Across Diverse

M. Benitez Benavides, M. Rodriguez, J. Panadero, O. Dutta, T. Margalef

14:50-15:10

Bat Algorithm for Automatic Chaos Control Method Driven by Multiplicative Pulses to the System Variables on the Logistic

Akemi Galvez-Tomida, Andres Iglesias Prieto

13:30-13:50

Multiscale Parallel Simulation of Malignant Pleural Mesothelioma via Adaptive Domain Partitioning – an Efficiency Analysis

Anton Dolganov, Valeria Krzhizhanovskaya, Stefano Trebeschi, Vivek Sheraton

13:50-14:10

Novel Hierarchical Decision Tree Frameworks Introducing Tree Method Bagging-Stump Integration and Height

Małgorzata Przybyła-Kasperek, Benjamin Agyare Addo

14:10-14:30

Node-level Performance of Adaptive Resolution in ls1 mardyn

Jose Alfonso Pinzon Escobar, Alex Hocks, Philipp Neumann

14:30-14:50

Static Load Balancing for Molecular-Continuum Flow Simulations with Heterogeneous Particle Systems and on Heterogeneous

Amartya Das Sharma, Louis Viot, Piet Jarmatz, Hauke Preuß, Philipp Neumann

14:50-15:10

FUMEplot: a Prototype Tool for Automated Visualisation of Uncertainties in Ensemble Modelling

Derek Groen, Jon McCullough, Yehor Yudin

15:20-16:10

When Complexity Meets Policy and Politics

Erika Fille Legara

16:10-16:30 "Purely Academic" - by David Abramson

19:00-22:00 Conference Dinner

09:50-10:20 Coffee Break

12:30-13:30 Lunch

16:30-17:00 Coffee Break