ICCS 2025: INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE
PROGRAM

Days: Monday, July 7th Tuesday, July 8th Wednesday, July 9th

Monday, July 7th

View this program: with abstractssession overviewtalk overview

09:20-10:10 Session 2: Keynote Lecture 1
09:20
An Overview of High Performance Computing and Responsibly Reckless Algorithms (abstract)
10:10-10:40Coffee Break
10:40-12:20 Session 3A: MT 1
10:40
Tensorial Implementation for Robust Variational Physics-Informed Neural Networks (abstract)
11:00
Physics Informed Neural Network Code for 2D Transient Problems (PINN-2DT) Compatible with Google Colab (abstract)
11:20
Discovering Governing Equations of Geomagnetic Storm Dynamics with Symbolic Regression (abstract)
11:40
Adaptive Physics Refinement for Anatomic Adhesive Dynamics Simulations (abstract)
12:00
A Dynamic Model of Customers Behavior: Integrating Econophysics and Physics-Informed Neural Networks (abstract)
10:40-12:20 Session 3B: MT 2
10:40
Comparative Analysis of Black-Box Optimization Methods for Weather Intervention Design (abstract)
11:00
Applying a Genetic Algorithm to Optimize Hail Prediction Using the Weather Research and Forecasting Model (abstract)
11:20
Neural parabolic wave equation for refractivity estimation (abstract)
11:40
Exploring the effect of spatial scales in studying urban mobility pattern (abstract)
12:00
Estimating Airborne Transmission Risk for Indoor Space: Coupling Agent-based Model and Computational Fluid Dynamics (abstract)
10:40-12:20 Session 3C: MCDM 1
10:40
Issues Importance Analysis for Reaching High-Quality Consensus in Preference-Based Conflict Scenarios (abstract)
11:00
Integrating Conflict Analysis and Rule-Based Systems for Dispersed Data Classification (abstract)
11:20
Using SSP-VIKOR in Sustainable Share of Renewable Energy Sources Assessment (abstract)
11:40
Strong Sustainability Paradigm in TOPSIS Method: New Approach to Wind Farm Selection Problem (abstract)
10:40-12:20 Session 3D: MLDADS 1
10:40
Cluster-based Reduced-order Modelling and Control for Chaotic Systems with Extreme Events (abstract)
11:00
First Experiences on Exploiting Physics-Informed Neural Networks for Approximating Solutions of a Biological model (abstract)
11:20
SHAP-prioritised Machine Learning for Diagnostic grade Prediction of Lung Function (abstract)
10:40-12:20 Session 3E: SmartSys
10:40
Microscopic Binary Engagement Model (abstract)
11:00
Formal Security Analysis of the Authentication Protocol in Smart Cities using AVISPA (abstract)
11:20
Automatic Help Summoning through Speech Analysis on Mobile Devices (abstract)
11:40
Enhancing Learning in Augmented Reality (AR): A Deep Learning Framework for Predicting Memory Retention in AR Environments (abstract)
12:00
Joint Spatial-Temporal Representation for Host Intrusion Detection System (abstract)
10:40-12:20 Session 3F: CDMDD
10:40
Exploration and Learning Algorithms Used for Predicting Casting Properties (abstract)
11:00
Data-Driven Prediction of Glass Transition Temperature Using Molecular Structural Features (abstract)
11:20
Structural response of bijels stabilized by ellipsoidal magnetic particles (abstract)
10:40-12:20 Session 3G: RAGW
10:40
AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs (abstract)
11:00
CiteVerifier: How Good Are Citation Verifiers and How to Use Them? (abstract)
11:20
From Statement of Facts to Statutory Provisions – Efficient Retrieval of Relevant Legislation (abstract)
11:40
PoliChat: Retrieval Augmented Generation on University Documents and Regulations (abstract)
12:00
The use of the Chat GPT to solve mathematical programming tasks: a didactic experiment with the participation of Warsaw University of Life Sciences students (abstract)
12:20-12:50 Session 4: Poster Session
Data-Centric Parallel Programming Abstractions for High Performance Computations (abstract)
SOPMOA*: Unleashing Shared-Open Parallelism for High-Performance Multi-Objective Pathfinding (abstract)
Modelling AI Applications using PAS2P on HPC Cloud Environments (abstract)
Fast prediction of job execution times in the ALICE Grid through GPU-Based Inference with Quantization and Sparsity Techniques (abstract)
Remote Sensing AI for Crop Planting in Wildfire Fuel Mapping (abstract)
Information flow between neighboring housing markets: A case from the Seoul metropolitan area (abstract)
Simulation of Blood Flow in the Left Ventricle Considering Purkinje Fibers (abstract)
From Recursion to Parallelism: Plug & Play Dynamic Programming (abstract)
Computer simulations of pollution propagation from power plant and in-field measurements of pollution from snowmobiles in the town of Longyearbyen at Spitsbergen (abstract)
Advancing Bird Species Classification: A Fusion of Audio and Image Data (abstract)
Investigation of CUDA Graphs performance for selected parallel applications (abstract)
Instance selection by fast local set border selector (abstract)
Prototype-pairs Decomposition for Extracting Simple and Meaningful Rules (abstract)
Rockburst Forecasting using Composite Modeling for Seismic Sensors Data (abstract)
Adaptive Modular Housing Design for Crisis Situations (abstract)
Simulation Modelling of Clinical Decision making for Personalized Policy Identification (abstract)
Modelling the Transient Evolution of Queues in Plugged-in Electric Vehicles(PEV) Fast Charging Stations (abstract)
An Algorithm for Calculating the Multidimensional Solution of the Fuzzy Sylvester Matrix Equation (abstract)
Accelerating LBM with C++ STL Asynchronous Parallel Model (abstract)
Modeling Firm Birth and Death Dynamics using Survival Fractions and Age Distributions (abstract)
Accelerating Cloud-Based Transcriptomics: Performance Analysis and Optimization of the STAR Aligner Workflow (abstract)
Verified Eigenvalue Calculation for the Laplace Operator (abstract)
Is heterogeneous model soup tasty? A Multidimensional Evaluation of Diverse Model Soups in Language Model Alignment (abstract)
Reversed Model Verification by Inferring Conceptual Models from Simulation Code (abstract)
NeoN: A Tool for Automated Detection, Linguistic and LLM-Driven Analysis of Neologisms in Polish (abstract)
A Hybrid Q-LA approach to routing in Wireless Sensor Networks (abstract)
Leveraging positional bias of LLM in-context learning with Class-few-shot and Maj-Min alternating ordering (abstract)
F3cake: A Julia-Based Platform for Automatic Discretization and Solution of Partial Differential Equations (abstract)
Regularization Algorithm for Eliminating Singularities in the PIES Formula for 3D Multidomain Orthotropic Problems (abstract)
Predicting future collaborations in a scientific community using graph neural networks (abstract)
Algorithm Selection in Short-Range Molecular Dynamics Simulations (abstract)
A fast MPI-based Distributed Hash-Table as Surrogate Model for HPC Applications (abstract)
Improving project-level code generation using combined relevant context (abstract)
Actionable Fire Modeling in Firemap for Extended Attack Decision Support (abstract)
AI-enhanced agent-based modelling approach for forced displacement predictions (abstract)
12:50-13:50Lunch
14:50-16:30 Session 6A: MT 3
14:50
Control synthesis of homogeneous approximations of nonlinear systems (abstract)
15:10
A Connectionist Approach to Federated Digital Twins (abstract)
15:30
Bus Loop Scheduling with Dueling Double Deep Q Network (abstract)
15:50
Discover the Tractable Latent Space of Floating Offshore Wind Turbine based on a Novel GNN-Encoder-Decoder-LSTM Deep Learning Architecture (abstract)
16:10
i-QLS: Quantum-supported Algorithm for Least Squares Optimization in Non-Linear Regression (abstract)
14:50-16:30 Session 6B: MT 4
14:50
A customizable Agent-Based Simulation Framework for Emergency Departments (abstract)
15:10
Explainable Artificial Intelligence for Bioactivity Prediction: Unveiling the Challenges with Curated CDK2/4/6 Breast Cancer Dataset (abstract)
15:30
Efficient Peptide MRM Transition Prediction via Convolutional Hashing (abstract)
15:50
Microfluidic Digital Twin for Enhanced Single-Cell Analysis (abstract)
16:10
Adaptive PCA-Based Outlier Detection for Multi-Feature Time Series in Space Missions (abstract)
14:50-16:30 Session 6C: MCDM 2
14:50
Compromise Fuzzy Ranking: a novel method for reaching consensus in complex multi-criteria decision problems (abstract)
15:10
A new approach to large-scale multi-criteria group decision-making based on the RANCOM method (abstract)
15:30
Incorporating Performance Ordering in MCDA: A Study of the Frobenius SPOTIS Method (abstract)
14:50-16:30 Session 6D: MLDADS 2
14:50
Latent Three-dimensional Variational Data Assimilation with Convolutional Autoencoder and LSTM for Flood Forecasting (abstract)
15:10
Online model learning with data-assimilated reservoir computers (abstract)
15:30
Data-Assimilated Model-Based Reinforcement Learning for Partially Observed Chaotic Flows (abstract)
15:50
Assimilation of Data for Dynamic Digital Twins by Learning Covariance Information (abstract)
16:10
Turn Detection in Alpine Skiing Using Smartphone Sensors (abstract)
14:50-16:30 Session 6E: SOFTMAC 1
14:50
A mixed finite element projection method for unsteady incompressible flow (abstract)
15:10
A Thermodynamically Consistent Model for Fluid-Solid Coupling in Fractured Porous Elastic Media with Strongly Compressible Fluid Flow (abstract)
15:30
Model-Based Reinforcement Learning for Efficient Active Flow Control (abstract)
15:50
An Unconditionally Stable Split-Parallel Algorithm for the Coupled Stokes-Parabolic System Based on the Three-Field Biot Model (abstract)
16:10
Application of molecular dynamics and cDFT for gas adsorption (abstract)
14:50-16:30 Session 6F: CMAISS
14:50
Accelerated Approximation of Bellman Equation Solutions for Agent Policy Optimization with a Feedforward Neural Network (abstract)
15:10
Simulation-based inference in agent-based models using spatio-temporal summary statistics (abstract)
15:30
Emergent Communication in Merging Artificial Agent Populations (abstract)
15:50
Evolutionary game selection leads to emergent Inequality (abstract)
14:50-16:30 Session 6G: NACA
14:50
Low Latency Recoding CORDIC Algorithm for FPGA Implementation (abstract)
15:10
Time and energy consumption of multithreaded matrix factorization using various compilers optimizations (abstract)
15:30
On floating point approximation of the reciprocal cube root function (abstract)
15:50
Fourier Error Analysis of Caputo Derivative Approximations based on Lagrange Interpolation over Uniform Mesh (abstract)
16:30-17:00Coffee Break
Tuesday, July 8th

View this program: with abstractssession overviewtalk overview

09:50-10:20Coffee Break
10:20-12:00 Session 8A: MT 5
10:20
Precise Language Deception: XAI Driven Targeted Adversarial Examples with Restricted Knowledge (abstract)
10:40
Towards weight-space interpretation of Low-Rank Adapters for Diffusion Models (abstract)
11:00
Dynamic neural network with matrix-extended residual connections (abstract)
11:20
An Empirical Assessment of LLM-Based Approaches to Malicious Webpage Detection (abstract)
10:20-12:00 Session 8B: MT 6
10:20
Uncovering and Verifying Optimal Community Structure in Complex Networks: A MaxSAT Approach (abstract)
10:40
cuTeBool: Fast and Scalable Boolean matrix factorization on GPUs using Tensor Cores (abstract)
11:00
Dimensionality reduction in product of metric spaces (abstract)
11:20
Hierarchical Structural Information -- Theory and Applications (abstract)
11:40
Proof of Training: Obtaining Verifiable ML Models by Delegating Training to a Blockchain Network (abstract)
10:20-12:00 Session 8C: AIHPC4AS 1
10:20
MinRNNs for Lagrangian-Based Simulations of Transient Flow Problems (abstract)
10:40
Uncertainty-Aware Well Placement: Simulator-Verified Dual-Network Reinforcement Learning Approach meets Particle Filters (abstract)
11:00
Performance-energy investigation of selected applications using a parallel multi-GPU genetic algorithm under power capping (abstract)
11:20
Discrete Residual Loss Functions for Training Physics-Informed Neural Networks (abstract)
10:20-12:00 Session 8D: CompHealth 1
10:20
Graph-augmented Large Language Models Can Reach Human Intelligence in Clinical Applications (abstract)
10:40
Cross-Scale Modeling of Healthcare Norms and Patient Features Dynamics with Interpretable Machine Learning (abstract)
11:00
A Fractional Computation Based Deep Learning Framework for Silicosis Detection (abstract)
11:20
Combining XAI and graph cuts for skin-lesion segmentation (abstract)
11:40
Automatic Detection and Segmentation of Coronary Artery Stenosis in Coronary Angiography Images (abstract)
10:20-12:00 Session 8E: SOFTMAC 2
10:20
Numerical Analysis of Dolphin Kick in Competitive Swimming with Free Surface Effects (abstract)
10:40
Robust, Efficient, and Long-Time Accurate Schemes to Simulate Gas Storage in Geological Formation (abstract)
11:00
Massively Parallel Computational Modeling of Porous Electrode Formation and Performance via Non-Solvent Induced Phase Separation for Redox Flow Batteries (abstract)
11:20
Study on hydrogen dissociation and adsorption behavior in hydrogen-blended natural gas pipelines (abstract)
11:40
Study on consequences and safety distance for leakage and explosion in pipelines of hydrogen-blended natural gas stations (abstract)
10:20-12:00 Session 8G: AIxNA
10:20
A Multilayer and temporal network for studying the connections of cross-listed stocks (abstract)
10:40
A novel routing algorithm for optical networks based on ML methods (abstract)
11:00
Covering the online spectrum of opinion in social context: the benefit of network node sampling through an Italian case study (abstract)
11:20
Decision Trees and Machine Learning for Cybersecurity: How Model Settings Affect Attack Detection (abstract)
11:40
A machine learning-based framework for predicting candidate drug side effects from biological networks (abstract)
12:00
Biological Community Detection with Graph neural network and Network Curvature analysis on Gene Co-expression Networks. (abstract)
10:20-12:00 Session 8H: IHPCES
10:20
Understanding the Limitations of Deep Transformer Models for Sea Ice Forecasting (abstract)
10:40
Generation of quality Green’s function libraries in complex three-dimensional crustal structures by adaptive mesh refinement (abstract)
11:00
Large-scale nonlinear viscoelastic simulation for crustal deformation accelerated by data-driven method and multi-grid solver (abstract)
12:00-12:30 Session 9: Poster Session

The posters are the same for all three poster sessions. For the list of posters, please refer to the poster session on Monday, July 7th.

12:30-13:30Lunch
13:30-15:10 Session 10A: MT 7
13:30
Simple error estimation for PIES in 2D elasticity problems (abstract)
13:50
Using B-spline function properties in the PIES method to handle singularities in boundary value problems (abstract)
14:10
Comparison of crash simulations on two types of flying cars (abstract)
14:30
Domain solutions obtained by the FPIES for potential 2D BVPs (abstract)
14:50
Physics-Aware Compression of Plasma Distribution Functions with GPU-Accelerated Gaussian Mixture Models (abstract)
13:30-15:10 Session 10B: MT 8
13:30
Meta-Instance Selection. Combining the Properties of Multiple Instance-Selection Methods. (abstract)
13:50
Preliminary comparison of different EDs performance, using Simulation (abstract)
14:10
Improving Object Detection Quality in Football Through Super-Resolution Techniques (abstract)
14:30
To select or not to select? The role of meta-features selection in meta-learning tasks with tabular data (abstract)
14:50
Backtranslation and paraphrasing in the LLM era? Comparing data augmentation methods for emotion classification. (abstract)
13:30-15:10 Session 10C: AIHPC4AS 2
13:30
A test space refinement strategy for Robust Variational Physics-Informed Neural Networks (abstract)
13:50
Augmenting Petrov-Galerkin method with optimal test functions by DNN learning the inverse of the Gram matrix (abstract)
14:10
Graph grammar model for h-adaptation for meshes with quadrilateral, pentagon, and hexagon elements (abstract)
14:30
EXPBrain: Exponential Integrators for Glioblastoma Brain Tumor Simulations (abstract)
14:50
Introducing B-spline basis functions in neural network approximations (abstract)
13:30-15:10 Session 10D: CompHealth 2
13:30
A Computational Framework for Modelling Biomechanical Tumour Dynamics and Tissue Interactions: A Proof-of-Concept in Pleural Mesothelioma (abstract)
13:50
Towards sensitivity analysis: 3D venous modelling in the lower limb (abstract)
14:10
Accelerating Two-Dimensional k-Wave Ultrasound Simulations Through Pruned FFT: A Treatment Planning Optimisation (abstract)
14:30
Predicting disease transmission rates for hybrid modeling of epidemic outbreaks: statistical and machine learning approaches (abstract)
14:50
Lightweight heterogeneous SEIR models for epidemic surveillance in Russian cities: turning synthetic populations into equations (abstract)
13:30-15:10 Session 10E: SOFTMAC 3
13:30
{\tt DarcyLite} Modules for Property-preserving Transport Solvers (abstract)
13:50
An Iterative Scheme for the Solidification and Macro-segregation Benchmark Modeling (abstract)
14:10
Natural convection in periodically heated porous-fluid system under local thermal non-equilibrium conditions: a numerical study for enhanced thermal management (abstract)
13:30-15:10 Session 10G: CGIPAI
13:30
A New Technique for Enhanced Monochrome Visualization of Non-Visual Data (abstract)
13:50
SupResDiffGAN a new approach for the Super-Resolution task (abstract)
14:10
Enhancing AI Face Realism: Cost-Efficient Quality Improvement in Distilled Diffusion Models with a Fully Synthetic Dataset (abstract)
14:30
Transferability of UNet-Based Downscaling Model for High-Resolution Temperature Data Across Diverse Regions (abstract)
14:50
Bat Algorithm for Automatic Chaos Control Method Driven by Multiplicative Pulses to the System Variables on the Logistic Map (abstract)
13:30-15:10 Session 10H: MMS
13:30
Multiscale Parallel Simulation of Malignant Pleural Mesothelioma via Adaptive Domain Partitioning – an Efficiency Analysis Study (abstract)
13:50
Novel Hierarchical Decision Tree Frameworks Introducing Tree Method Bagging-Stump Integration and Height Optimization (abstract)
14:10
Node-level Performance of Adaptive Resolution in ls1 mardyn (abstract)
14:30
Static Load Balancing for Molecular-Continuum Flow Simulations with Heterogeneous Particle Systems and on Heterogeneous Hardware (abstract)
14:50
FUMEplot: a Prototype Tool for Automated Visualisation of Uncertainties in Ensemble Modelling Outputs (abstract)
16:30-17:00Coffee Break
Wednesday, July 9th

View this program: with abstractssession overviewtalk overview

09:50-10:20Coffee Break
10:20-12:00 Session 14A: AIHPC4AS 3
10:20
Adaptive Integration Point Selection for Robust Variational Physics-Informed Neural Networks (abstract)
10:40
Structural Limiting Range of Perception in PSO (abstract)
11:00
Socio-cognitive agent-oriented evolutionary algorithm with trust-based optimization (abstract)
11:20
Towards Novel Migration Topologies for Parallel Evolutionary Algorithms (abstract)
11:40
Sequential, parallel and consecutive hybrid evolutionary-swarm optimization metaheuristics (abstract)
10:20-12:00 Session 14B: BBC 1
10:20
From the synaptome to the connectome: data bigness estimation for the human connectome at the nanoscale (abstract)
10:40
Enzyme Stability Prediction: Advancing with Ensemble Machine Learning and Explainable Artificial Intelligence (abstract)
11:00
Development of a pH-Responsive Bio-robotics for Targeted Drug Delivery to Lung Cancer in the Vascular System (abstract)
11:20
Accelerating Super-Resolution Magnetic Resonance Imaging Using Toeplitz k-Space Matrices and Deep Learning Reconstruction (abstract)
11:40
Logistic Regression with Covariate Clustering in Genome-wide Association Interaction Studies (abstract)
10:20-12:00 Session 14C: QCW 1
10:20
Optimization Framework for Reducing Mid-circuit Measurements and Resets (abstract)
10:40
Dead Gate Elimination (abstract)
11:00
Hyperspectral image segmentation with a machine learning model trained using quantum annealer (abstract)
11:20
On the status of current quantum machine learning software (abstract)
10:20-12:00 Session 14E: SPU 1
10:20
Unified and Diverse Coalition Formation in Dispersed Data Classification -- A Conflict Analysis Approach with Weighted Decision Trees (abstract)
10:40
Uncertainties in Modeling Psychological Symptom Networks: the case of Suicide (abstract)
11:00
Making Astrometric Solver Tractable through In-Situ Visual Analytics (abstract)
10:20-12:00 Session 14F: LLM-IDDE
10:20
Dataset Distillation via Kantorovich-Rubinstein Dual of Wasserstein Distance (abstract)
10:40
Predicting stock prices with ChatGPT-annotated Reddit sentiment: Hype or reality? (abstract)
11:00
AIOps for Reliability: Evaluating Large Language Models for Automated Root Cause Analysis in Chaos Engineering (abstract)
12:00-12:30 Session 15: Poster Session

The posters are the same for all three poster sessions. For the list of posters, please refer to the poster session on Monday, July 7th.

12:30-13:30Lunch
13:30-15:10 Session 16B: BBC 2
13:30
Predicting Antibody Responses to Type V GBS-TT Conjugate Vaccine Using Computational Modelling (abstract)
13:50
A Computational Immune Approach for Modeling Different Levels of Severity in COVID-19 Infections (abstract)
14:10
Implementation of Convolutional Neural Networks for the Purpose of Five Types of White Blood Cells Automatic Counting (abstract)
14:30
BioSkel - Towards a framework for OMICS applications (abstract)
14:50
Uncertainty Quantification of Thermal Damage in Hyperthermia as a Cancer Therapy (abstract)
13:30-15:10 Session 16C: QCW 2
13:30
Quantum-Classical Dual Kernel SVMs for Power Quality Classification (abstract)
13:50
Classification of the Polish Handwritten Letters by the use of Quantum Convolutional Neural Network (abstract)
14:10
Modeling the Cyclic Bandwidth Problem in QUBO for Quantum Annealing (abstract)
13:30-15:10 Session 16E: SPU 2
13:30
Global Sensitivity Analysis for a Mathematical Model of General Escape Theory of Suicide (abstract)
13:50
Multidimensional granular approach to solving fuzzy complex system of linear equations (abstract)
14:10
Modelling Extreme Uncertainty: Queues with Pareto Inter-Arrival Times and Pareto Service Times (abstract)
13:30-15:10 Session 16F: COMS
13:30
Physics Informed Neural Networks for Non-Stationary Material Science Problems (abstract)
13:50
Exact and approximate methods for solving the edge-strength problem (abstract)
14:10
Enhancing Gaussian Mixture Model Fitting via Equiprobable Binning and Adaptive Differential Evolution (abstract)
14:30
Asymptotics in Curve Estimation by Modified Cubic Spline and Exponential Parameterization (abstract)
15:40-16:10Coffee Break