ICCS 2026 Conference Proceedings

The proceedings shown on this page are the camera-ready version of the papers published in LNCS volumes 16783, 16784, 16786, 16787, 16788 and 16789. To cite these publications, please use the final published version, which is linked to at the bottom of each publication.

• Preface to the Main Track

• Preface to the Workshops

• ICCS 2026 Main Track Full Papers

• A Fast Combined Momentumed Newton-SSI Solver for Multicomponent Phase Equilibrium PT Flash Calculation

  Aqin Xiao, Shuyu Sun

  DOI: 10.1007/978-3-032-29921-5_1

• Efficient Accelerated Graph Edit Distance Computation on GPU

  Adel Dabah, Andreas Herten

  DOI: 10.1007/978-3-032-29921-5_2

• Multi-GPU Hybrid Particle-in-Cell Monte Carlo Simulations for Exascale Computing Systems

  Jeremy J. Williams, Jordy Trilaksono, Stefan Costea, Yi Ju, Luca Pennati, Jonah Ekelund et al.

  DOI: 10.1007/978-3-032-29921-5_3

• Not Your Usual FFT: QFT → FFT via Classical Quantum-Circuit Simulation

  Stefano Markidis, Gilbert Netzer, Luca Pennati, Frej Larssen, Ivy Peng

  DOI: 10.1007/978-3-032-29921-5_4

• Qubit Routing via swap Network: a Minimum Dominating Path Approach

  Riccardo Romanello, Daniele Lizzio Bosco, Giuseppe Serra, Carla Piazza

  DOI: 10.1007/978-3-032-29921-5_5

• Modeling Nonlinear Feature Interactions with Product-Unit Residual Networks

  Ziyuan Li, Uwe Jaekel, Babette Dellen

  DOI: 10.1007/978-3-032-29921-5_6

• Fluid–Structure Interaction Simulation of an Emergency Recovery Parachute for a Flying Car

  Koki Fukusumi, Ayato Takii, Masashi Yamakawa, Yusei Kobayashi, Takahiro Ikeda, Shinichi Asao et al.

  DOI: 10.1007/978-3-032-29921-5_7

• Automated Machine Learning Framework for Generating Pseudorandom Antenna Designs Conditioned on Operational Frequency Range

  Bartosz Czaplewski, Tom Dhaene

  DOI: 10.1007/978-3-032-29921-5_8

• Bayesian-Optimized Neural Network for Evaluating the Operational Range of Freeform Microstrip Antennas

  Michał Wyciszkiewicz, Bartosz Czaplewski

  DOI: 10.1007/978-3-032-29921-5_9

• Product Units in Gated Recurrent Units Improve Nuclear-Mass Prediction

  Ziyuan Li, Paulo S. A. Freitas, John W. Clark, Babette Dellen

  DOI: 10.1007/978-3-032-29921-5_10

• Modeling Semantic Ambiguity: A Knowledge-Driven Framework for Security Attack Technique Extraction

  Cheng Meng, Zhengwei Jiang, Xinyi Li, Fangming Dong, Qiuyun Wang, Fangli Ren et al.

  DOI: 10.1007/978-3-032-29921-5_11

• Convolutional Neural Network-Based Prediction of Reflection Response for Free-Form Antenna Designs

  Bartosz Czaplewski

  DOI: 10.1007/978-3-032-29921-5_12

• Host Behavioral Consistency Modeling for Causal and Interpretable Intrusion Detection

  Boyuan Xu, Yun Li, Yiru Gong, Linxu Li, Chen Zhang, Tian Tian et al.

  DOI: 10.1007/978-3-032-29921-5_13

• Studying the Effects of Climate Factors on Forced Migration Models: The Case of South Sudan

  Alireza Jahani, Diana Suleimanova, Maziar Ghorbani, Derek Groen

  DOI: 10.1007/978-3-032-29921-5_14

• VASH: Evaluating Vagueness in Privacy Policies via Semantic Hierarchy Graph

  Ziyan Zhou, Haoyang Yu, Jingjing Ma, Yanru He, Yunchuan Guo, Liang Fang et al.

  DOI: 10.1007/978-3-032-29921-5_15

• Active Learning in New Generation Optical Networks

  Stanisław Kozdrowski, Sławomir Sujecki, Paweł Cichosz

  DOI: 10.1007/978-3-032-29921-5_16

• GroupTEE: Efficient Group-Oriented Secure Channel Establishment for TEEs

  Jinghui Zhang, Hai Liu, Wenlong Kou, Fenghua Li, Yunchuan Guo

  DOI: 10.1007/978-3-032-29921-5_17

• From Alert Flood to Actionable Intelligence: Reconstructing Attack Chains via TTP Sequences Using LLMs and RAG

  Ruijie Qi, Wenxin Le, Ruiqi Wang, Yingxiao Xiang, Yepeng Yao, Zhengwei Jiang

  DOI: 10.1007/978-3-032-29921-5_18

• What Properties of Reasoning Supervision are Associated with Improved Downstream Model Quality?

  Mikołaj Langner, Dzmitry Pihulski, Jan Eliasz, Michał Rajkowski, Przemysław Kazienko, Maciej Piasecki et al.

  DOI: 10.1007/978-3-032-29921-5_19

• Enhanced Near-Boundary Accuracy in the PIES Method Using a Regularized Integral Identity for Three-Dimensional Potential Problems

  Krzysztof Szerszeń, Eugeniusz Zieniuk

  DOI: 10.1007/978-3-032-29921-5_20

• Improving the Efficiency and Precision of Data–Driven Surrogates for Monte–Carlo Particle Transport in the ALICE Experiment

  Łukasz Dubiel, Emilia Majerz, Witold Dzwinel

  DOI: 10.1007/978-3-032-29921-5_21

• A Computational Framework for Evaluating Dynamic Motion Performance of Diversified eVTOLs Using Fluid-Rigid Body Coupled Simulation with Route Tracking

  Ayato Takii, Hiroto Sato, Masashi Yamakawa, Makoto Tsubokura, Takahiro Ikeda, Yusei Kobayashi et al.

  DOI: 10.1007/978-3-032-29921-5_22

• Neighbor-Embedded Block Imagification for Single-Cell Gene Expression Classification

  Ali Anaissi, Seid Miad Zandavi

  DOI: 10.1007/978-3-032-29921-5_23

• Graph-Based Modeling of Alignment Relations and Pattern Detection

  Rita-Nathalia Assaf, Frédéric Lardeux, Frédéric Saubion

  DOI: 10.1007/978-3-032-29921-5_24

• Fast Multi-objective Antenna Design by ANN-Based Machine Learning with Gradient-Based Design Enhancement

  Slawomir Koziel, Anna Pietrenko-Dabrowska

  DOI: 10.1007/978-3-032-29921-5_25

• The Rise of Conversational Modeling in Predictive Oncology

  Filip Ręka, Paulina Dziwak, Bartosz Minch, Witold Dzwinel

  DOI: 10.1007/978-3-032-29921-5_26

• An Efficient User–Kernel Access Control Scheme for Lightweight Data Connectors

  Mengxiang Zhu, Wenlong Kou, Yunchuan Guo, Yanru He, Kui Geng, Liang Fang

  DOI: 10.1007/978-3-032-29921-5_27

• Acceleration of Computing Domain Solutions by the IFPIES

  Andrzej Kużelewski, Eugeniusz Zieniuk

  DOI: 10.1007/978-3-032-29921-5_28

• Glial Gating: Biologically Inspired Channel Modulation and Pruning for Convolutional Networks

  Jakub Nowak, Marcin Korytkowski, Rafał Scherer, Tomasz Nowak, Aneta Maćkiewicz, Slava Voloshynovskiy

  DOI: 10.1007/978-3-032-29921-5_29

• Multiscale Modeling of Shear-Dependent Tumor Cell Adhesion

  Aristotle Martin, Mohammed Shihab Kabir, Runxin Wu, Amanda Randles

  DOI: 10.1007/978-3-032-29921-5_30

• A Generative Atlas of the Earth’s Magnetosphere

  Stefano Markidis, Jonah Ekelund, Luca Pennati

  DOI: 10.1007/978-3-032-29921-5_31

• Embedding-Based Methods for Linear Solver Performance Prediction

  Hayden Liu Weng, Hans-Joachim Bungartz, Felix Dietrich

  DOI: 10.1007/978-3-032-29921-5_32

• DLE-DG: Decoupling Location and Environment Representations for Domain Generalization in RFID Fingerprint Indoor Localization

  Shuai Wang, Weiqing Huang, Siye Wang, Yanfang Zhang, Jing Li, Shanjing Yang et al.

  DOI: 10.1007/978-3-032-29921-5_33

• What Do Neural Radiance Fields Offer for 3D Human Reconstruction?

  Kamil Opalach, Joanna Porter-Sobieraj, Robert Sitnik

  DOI: 10.1007/978-3-032-29921-5_34

• Domination Data Reduction Rules for the Directed Feedback Vertex Set Problem

  Sylwester Swat, Piotr Łukasiak, Marta Kasprzak

  DOI: 10.1007/978-3-032-29921-5_35

• CT-Based Assessment of 3D-Printed Clay Elements

  Alexander Chmelnizkij, Jasper Vollmert, Philipp Paetzold, Johannes Grün, Johannes Hagemann, Johannes Dora et al.

  DOI: 10.1007/978-3-032-29921-5_36

• Dynamic Matrix Compression: A New Perspective on Two-Phase Flows

  Mia Ohlrogge, Torsten F. Bosse, H. Martin Bücker

  DOI: 10.1007/978-3-032-29921-5_37

• Rule-Based Federated Learning for Healthcare

  Kamil Wozniak, Jose Sousa, Bartlomiej Sniezynski

  DOI: 10.1007/978-3-032-29921-5_38

• High-Throughput Chunk-Based GPU Bitmap Compression for Dense Retrieval Workloads

  José Pedro de Santana Neto, Simone Dominico, Eduardo Henrique Monteiro Pena, Eduardo Cunha de Almeida, Marco Antonio Zanata Alves

  DOI: 10.1007/978-3-032-29921-5_39

• Hybrid Two-Dimensional Wildfire Growth Model for High Resolution Environments

  Silvan Wiedmer, Stefano Balestra, Ralf-Peter Mundani

  DOI: 10.1007/978-3-032-29924-6_1

• Comparative Study of Numerical Analysis and Wind Tunnel Experiments on the Flight Behavior of a Quadcopter Drone Under Disturbance Winds

  Kaisei Nomura, Ayato Takii, Masashi Yamakawa, Yusei Kobayashi, Takahiro Ikeda, Shinichi Asao et al.

  DOI: 10.1007/978-3-032-29924-6_2

• Advanced Computational Modelling of Pollution Dispersion in the North Sea

  Nafea Lachhab, Mohammed Seaid, Mofdi El-Amrani, Nabil El Moçayd

  DOI: 10.1007/978-3-032-29924-6_3

• Implementation of an Admission Control in SDN Network

  Adam Skorecki, Jakub Dutkiewicz, Bartłomiej Radziun, Wiktor Hoffmann, Grzegorz Kaczorek, Magdalena Młynarczuk

  DOI: 10.1007/978-3-032-29924-6_4

• Topology-Aware Communication Optimization for CFD Simulations in OpenFOAM

  Jonas Sieberer, Clemens Gößnitzer, Andreas Schröder, Robert Elsässer

  DOI: 10.1007/978-3-032-29924-6_5

• Aggregating Columnar Data on Cluster File Systems

  Jonas Hahnfeld, Jakob Blomer, Thorsten Kollegger

  DOI: 10.1007/978-3-032-29924-6_6

• LLM-Assisted Credibility Scoring for Simulation Models from Raw Time-Series via Automatic Visualization and Interpretable Indicators

  Ameya Shrikant, Philipp Andelfinger, Wentong Cai

  DOI: 10.1007/978-3-032-29924-6_7

• PINN-Cast: Exploring the Role of Continuous-Depth NODE in Transformers and Physics Informed Loss as Soft Physical Constraints in Short-Term Weather Forecasting

  Hira Saleem, Flora Salim, Cormac Purcell

  DOI: 10.1007/978-3-032-29924-6_8

• Instrumenting Lightweight, Modular Machine Learning Training and Inference in Parallel Solvers

  Ayman Yousef, Corey Wetterer-Nelson, Mengjiao Han, Victor Mateevitsi, Joseph Insley, Silvio Rizzi et al.

  DOI: 10.1007/978-3-032-29924-6_9

• Uncertainty Propagation for Random Field Outputs Using Denoising Diffusion Models

  Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska

  DOI: 10.1007/978-3-032-29924-6_10

• Dynamic Weighting and Aggregation in Multimodal Federated Learning for Disease Prediction

  Ali Anaissi, Lesley Manantan, Niushad Saeed, Jeevani Fernando, Manish Sharma, Puneykan Arora et al.

  DOI: 10.1007/978-3-032-29924-6_11

• A Personalized Brain Atlas for Everyone: Unlocking New Frontiers for Individuals, Humanity, Science, and Artificial Intelligence

  Wieslaw L. Nowinski

  DOI: 10.1007/978-3-032-29924-6_12

• A Comparative Analysis of EEG Network Construction Strategies for Discriminating PNES

  Ilaria Lazzaro, Valeria Popello, Chiara Zucco, Marianna Milano, Antonio Gambardella, Mario Cannataro

  DOI: 10.1007/978-3-032-29924-6_13

• Analysis of Parameter Settings for the Bat Algorithm Using Variance Evolution

  Xin-She Yang, Mehmet Karamanoglu

  DOI: 10.1007/978-3-032-29924-6_14

• Scheduled Temporal Loss Weighting for Neural Operators

  Oluwaseun E. Coker, He Wang, Amirul Khan, Peter K. Jimack

  DOI: 10.1007/978-3-032-29924-6_15

• An Agent Based Model of Effects of Sleep Deprivation on Suicidality

  Mikko Brandon, Valeria Krzhizhanovskaya, Johan Bollen

  DOI: 10.1007/978-3-032-29924-6_16

• Vasculitis Outcome Prediction Using Machine Learning and Federated Learning

  Kamil Woźniak, Tadeusz Satława, Krzysztof Wójcik, Krystyna Milian, Sabina Lichołai, Tomasz Gubała et al.

  DOI: 10.1007/978-3-032-29924-6_17

• Accelerating Nonlinear Time-History Analysis with Complex Constitutive Laws via Heterogeneous Memory Management: From 3D Seismic Simulation to Neural Network Training

  Tsuyoshi Ichimura, Kohei Fujita, Hideaki Ito, Muneo Hori, Maddegedara Lalith

  DOI: 10.1007/978-3-032-29924-6_19

• Aligning and Assimilating Multi-source Data for Flood Forecasting

  Kun Wang, Gabriele Bertoli, Sibo Cheng, Kai Schröter, Enrica Caporali, Matthew D. Piggott et al.

  DOI: 10.1007/978-3-032-29924-6_20

• ICCS 2026 Main Track Short Papers

• A Novel Tensor Resistance-Based Pore-Network Model for Pore-Scale Flow in Porous Media

  Shuyu Sun, Yushi Yang, Tao Zhang

  DOI: 10.1007/978-3-032-29924-6_21

• Goal-Conditioned Decision Transformer for Multi-goal Offline Reinforcement Learning

  Paweł Gajewski, Dominik Żurek, Marcin Pietroń, Kamil Faber

  DOI: 10.1007/978-3-032-29924-6_22

• On a Class of Higher-Order Fully Decoupled Schemes for the Biot Model

  Qi Zhang, Shuyu Sun

  DOI: 10.1007/978-3-032-29924-6_23

• How to Enhance Classification Results of the Trained Models Using Invariant Dataset Augmentation

  Piotr Milczarski, Norbert Borowski

  DOI: 10.1007/978-3-032-29924-6_24

• Plausible Visual Counterfactual Explanations in Latent Space with Normalizing Flows

  Łukasz Lenkiewicz, Marcel Musiałek, Oleksii Furman, Maciej Zięba

  DOI: 10.1007/978-3-032-29924-6_25

• Modelling Human Optimal Seeking Behaviour During Evaluation of Process Models with Subjective Complexity

  Ashish Tara Shivakumar Ireddy, Leonid A. Beloglazov, Sergey V. Kovalchuk

  DOI: 10.1007/978-3-032-29924-6_26

• Detecting Feature Drift by Monitoring Feature-Rank Stability in Data Streams

  Benjamin Mensah Dadzie, Piotr Porwik

  DOI: 10.1007/978-3-032-29924-6_27

• Financial Management System for SMEs: Real-World Deployment of Accounts Receivable and Cash Flow Prediction

  Bartłomiej Małkus, Szymon Bobek, Grzegorz J. Nalepa

  DOI: 10.1007/978-3-032-29924-6_28

• GenPlanner: From Noise to Plans - Emergent Reasoning in Flow Matching and Diffusion Models

  Agnieszka Polowczyk, Alicja Polowczyk, Michał Wieczorek

  DOI: 10.1007/978-3-032-29924-6_29

• BVH-Accelerated Ray Tracing for High-Frequency Electromagnetic Backscattering

  Marco Pasquale, Andong Hu, Luca Pennati, Ivy Peng, Stefano Markidis

  DOI: 10.1007/978-3-032-29924-6_30

• Interpretable Gravitation-Based Outlier Detection via Density-Guided Mass Adaptation

  Agnieszka Duraj, Piotr S. Szczepaniak, Daria Rogowska

  DOI: 10.1007/978-3-032-29924-6_31

• MeshSplats: Mesh-Based Rendering with Gaussian Splatting Initialization

  Rafał Tobiasz, Grzegorz Wilczyński, Marcin Mazur, Sławomir Tadeja, Weronika Smolak-Dyżewska, Przemysław Spurek

  DOI: 10.1007/978-3-032-29924-6_32

• A New Concept of Partial Domination and Algorithms for the Directed Feedback Vertex Set Problem

  Sylwester Swat, Marta Kasprzak

  DOI: 10.1007/978-3-032-29924-6_33

• A Two-Stream CNN Framework for Spatiotemporally Resolved NO₂ Estimates Using TEMPO and Sentinel-2 Satellite Data

  Adam Bloom, Zhen Qu, Ranga Raju Vatsavai

  DOI: 10.1007/978-3-032-29924-6_34

• Think Like a Researcher: A Dataset for Scientific Ideation with Large Language Models

  Julia Moska, Maciej Piasecki, Arkadiusz Janz

  DOI: 10.1007/978-3-032-29924-6_35

• The Spatial and Temporal Resolution of Motor Intention in Multi-target Prediction

  Marie D. Schmidt, Ioannis Iossifidis

  DOI: 10.1007/978-3-032-29924-6_36

• A Three-Stage Neuro-Symbolic Recommendation Pipeline for Cultural Heritage Knowledge Graphs

  Krzysztof Kutt, Elżbieta Sroka, Oleksandra Ishchuk, Luiz do Valle Miranda

  DOI: 10.1007/978-3-032-29924-6_37

• Modelling Traffic Policy with Drivers and Government Behavior Using Evolutionary Game Theory

  Ilia Beregovenko, Maxim Kashcheev, Yixin Wang, Sergey Kovalchuk

  DOI: 10.1007/978-3-032-29924-6_38

• MultiHedge: Adaptive Coordination via Retrieval-Augmented Control

  Feliks Bańka, Jarosław A. Chudziak

  DOI: 10.1007/978-3-032-29924-6_39

• Fourier Neural Operators for Rayleigh–Bénard Convection

  Chelsea Maria John, Thibaut Lunet, Sebastian Götschel, Andreas Herten, Stefan Kesselheim, Daniel Ruprecht

  DOI: 10.1007/978-3-032-29924-6_40

• Employing Neo-psychometric Natural Language Processing in Classification of Anti-trans Social Media Posts

  Sofia Przyłuska, Mikołaj Biesaga

  DOI: 10.1007/978-3-032-29924-6_41

• Containers Are (Almost) Free: Energy and Performance Analysis of AI Workloads Under CPU Virtualization and GPU Power Capping

  Michał Kościowski, Jerzy Proficz, Paweł Czarnul

  DOI: 10.1007/978-3-032-29924-6_42

• When One Becomesn: Realising Distributed Concurrency with ARBOC

  Y. Samarth Bhat, Varun Shenoy, Vibhav Tiwari, Samar Garg, Gowri Srinivasa

  DOI: 10.1007/978-3-032-29924-6_43

• An Empirical Evaluation of HPC Processors for a Coupled Scientific Simulation

  Jelle van Dijk, Okba Hamitou, Gabor Zavodszky, Ana-Lucia Varbanescu, Andy D. Pimentel, Alfons Hoekstra

  DOI: 10.1007/978-3-032-29924-6_44

• Accurate Image-Based Reconstruction of Non-Parametric Antenna EM-Simulation Models

  Adrian Bekasiewicz, Remigiusz Martyniak

  DOI: 10.1007/978-3-032-29924-6_45

• Estimating Data Split Error for Training Knowledge Graph Embeddings

  Aleksander Suchorab, Igor Wojnicki, Andrzej Bielecki

  DOI: 10.1007/978-3-032-29924-6_46

• Prediction and Causality of Functional MRI and Synthetic Signal Using a Zero-Shot Time-Series Foundation Model

  Alessandro Crimi, Andrea Brovelli

  DOI: 10.1007/978-3-032-29924-6_47

• Simulation-Based Structural Optimization for Neural Networks

  Szymon Świderski, Agnieszka Jastrzębska

  DOI: 10.1007/978-3-032-29924-6_48

• Viability of Parallelization of Saturation and Extraction Algorithms for E-Graphs

  Szymon Zyguła, Krzysztof Kaczmarski

  DOI: 10.1007/978-3-032-29924-6_49

• Topology-Agnostic Antennas: Surrogate-Assisted Optimization of Fabrication Yield in a Distributed Setup

  Adrian Bekasiewicz, Slawomir Koziel, Khadijeh Askaripour, Yingsong Li

  DOI: 10.1007/978-3-032-29924-6_50

• Constrained Graph Generation: Preserving Diameter and Clustering Coefficient Simultaneously

  Dávid Ferenczi, Alexander Grigoriev

  DOI: 10.1007/978-3-032-29924-6_51

• Evaluating the Effectiveness and Stability of the Constrained Hybrid Metaheuristic Algorithm in Probabilistic Neural Networks Training

  Szymon Kucharczyk, Piotr A. Kowalski, Jacek Mańdziuk

  DOI: 10.1007/978-3-032-29924-6_52

• Three-Dimensional Collocation-Based Robust Variational Physics Informed Neural Networks

  Tomasz Służalec, Marcin Łoś, Maciej Paszyński

  DOI: 10.1007/978-3-032-29924-6_53

• HuSc3D: Human Sculpture Dataset for 3D Object Reconstruction

  Weronika Smolak-Dyżewska, Dawid Malarz, Grzegorz Wilczyński, Rafał Tobiasz, Joanna Waczyńska, Piotr Borycki et al.

  DOI: 10.1007/978-3-032-29924-6_54

• Proactive Forecasting with a Digital Twin in Emergency Departments: Preserving Key Performance Indicators Values

  Mercedes Planas, Eva Bruballa, Maria Harita, Alvaro Wong, Dolores Rexachs, Francisco Epelde

  DOI: 10.1007/978-3-032-29924-6_55

• Advances in High-Performance Computational Earth Sciences: Numerical Methods, Frameworks and Applications

• Multigrid Solver for a Bulk Lightning Model Coupled with a Meteorological Model with Terrain-Following Coordinates

  Soma Asai, Yousuke Sato, Takeshi Iwashita, Yuta Kawai, Seiya Nishizawa

  DOI: 10.1007/978-3-032-29912-3_1

• Metric Learning Approach to Mineral Mapping Using Multi-sensor Satellite Data

  Katarzyna Jabłońska, Maciej Zięba

  DOI: 10.1007/978-3-032-29912-3_2

• Benchmarking Delft3D FM on HPC Systems for Real-Life Problems in Surface Water

  Menno Genseberger

  DOI: 10.1007/978-3-032-29912-3_3

• Artificial Intelligence and High-Performance Computing for Advanced Simulations

• An Implicitly Differentiable Framework for Physics-Informed Wind Turbine Blade Design Optimization

  Lucas Costa Barbosa, Adriano Mauricio de Almeida Cortes, Laura Silvia Bahiense da Silva Leite

  DOI: 10.1007/978-3-032-29912-3_4

• Time-Slices Based Training of Physics-Informed Neural Networks for 3D Non-Stationary Thermal Inversion Simulations

  Maciej Sikora, Maciej Paszyński

  DOI: 10.1007/978-3-032-29912-3_5

• Scalability of Parallel Shared-Memory Isogeometric Alternating-Direction Solver for Wildfires Simulations

  Juliusz Wasieleski, Andres Medina, Maciej Woźniak, Marcin Łoś, Paulina Sepulveda, Anna Paszyńska et al.

  DOI: 10.1007/978-3-032-29912-3_6

• Isogeometric Alternating-Directions CO₂ Sequestration Simulator

  Askold Vilkha, Marcin Łoś, Maciej Paszyński

  DOI: 10.1007/978-3-032-29912-3_7

• Domain-Decomposed Lagrangian Data Assimilation for Drifting Sea-Ice Floe Dynamics

  Danyang Li, John Taylor, Quanling Deng

  DOI: 10.1007/978-3-032-29912-3_8

• Performance and Scalability Analysis of a MoE Model for MPDATA on Multi-GPU HPC System

  Weronika Folwarska, Krzysztof Rojek, Kamil Halbiniak, Sergio Iserte

  DOI: 10.1007/978-3-032-29912-3_9

• GNN-LSTM Agent Approach for Quality of Service Routing

  Adrian Płatek, Stanisław Kozdrowski, Zbigniew Kopertowski, Sławomir Sujecki

  DOI: 10.1007/978-3-032-29912-3_10

• Graph Grammar Model for Mesh Refinements for High-Order Polygonal Discontinuous Petrov-Galerkin Method

  Paweł Maczuga, Mateusz Dobija, Kamila Ćwikła, Szymon Mamoń, Albert Oliver-Serra, Anna Paszyńska

  DOI: 10.1007/978-3-032-29912-3_11

• PINNs for Electromagnetic Wave Propagation

  Nilufer K. Bulut

  DOI: 10.1007/978-3-032-29912-3_12

• Artificial Intelligence for Network Analysis in Biology and Beyond

• Network Curvature as a Geometric Biomarker for Identifying Disease-Related Subnetworks

  Marianna Milano, Pietro Hiram Guzzi

  DOI: 10.1007/978-3-032-29912-3_13

• Advanced Statistics and Quantitative Network Biology: an Urgent Convergence Not Without Obstacles and Challenges

  Paola Lecca

  DOI: 10.1007/978-3-032-29912-3_14

• From Benchmarks to Blind Spots: Intersectionality Gap in Fetal Ultrasound Data

  Tommaso Ruga, Genoveva Vargas-Solar, Ester Zumpano

  DOI: 10.1007/978-3-032-29912-3_15

• Cell Identification from Partial Observation Using Spatiotemporal Attention inCaenorhabditis ElegansEmbryogenesis

  Henry Xue, Dali Wang, Erin Haus, Anthony Santella, Zhirong Bao

  DOI: 10.1007/978-3-032-29912-3_16

• Biomedical and Bioinformatics Challenges for Computer Science

• A Data-Driven Framework for Optimal Covariate Clustering in Genome-Wide Association Interaction Studies

  Volker Neff, Lars Wienbrandt, David Ellinghaus

  DOI: 10.1007/978-3-032-29912-3_17

• Cross-Domain Few-Shot Segmentation of Histopathology Images with Mamba

  Joanna Szolomicka, Urszula Markowska-Kaczmar

  DOI: 10.1007/978-3-032-29912-3_18

• Stability-Aware Relational kNN for Gene Expression Using Within-Sample Orderings

  Izabela Justyna Kartowicz-Stolarska, Marcin Czajkowski

  DOI: 10.1007/978-3-032-29912-3_19

• PyRadiomics-Cuda: 3D Features Extraction from Medical Images for HPC Using GPU Acceleration

  Jakub Lisowski, Piotr Tyrakowski, Szymon Zyguła, Krzysztof Kaczmarski

  DOI: 10.1007/978-3-032-29912-3_20

• A Scalable Computational Pipeline for Collaborative Translation and Validation of Biomedical Ontologies: The PORTI-HPO Platform

  Filipe Bernardi, Julio Souza, Claudia Lorea, Bibiana de Oliveira, Victor Ferraz, Temis Felix et al.

  DOI: 10.1007/978-3-032-29912-3_21

• Text-to-Conditioned Abdominal CT Image Generation with ControlNet

  Rina Oh, Tad Gonsalves

  DOI: 10.1007/978-3-032-29912-3_22

• Open-Set Vein Biometric Recognition with Deep Metric Learning

  Paweł Pilarek, Marcel Musiałek, Anna Górska

  DOI: 10.1007/978-3-032-29912-3_23

• Effects of Environmental Perturbations on Multijoint Gait Dynamics: A Multidimensional Recurrence Quantification Approach

  Henryk Josiński, Adam Świtoński, Konrad Wojciechowski

  DOI: 10.1007/978-3-032-29912-3_24

• A Visualization Module for Transparent Parallel Execution of Cellular Automata

  Grzegorz Bazior, Andrea Giordano, Alessio De Rango, Davide Macrì, Giuseppe Mendicino, Luigi Rizzo et al.

  DOI: 10.1007/978-3-032-29912-3_25

• Trustworthy Molecular AI: Multi-dimensional Validation of LLM Generated Chemical Descriptions

  Frederika Cook, Giovanni Luca Masala

  DOI: 10.1007/978-3-032-29912-3_26

• MAGGNet: Guided Volumetric Metal Artefact Synthesis for Computed Tomography Scans

  Jakub Drzewiecki, Igor Hołowacz, Bartosz Lewandowski, Filip Fit, Urszula Markowska-Kaczmar

  DOI: 10.1007/978-3-032-29912-3_27

• Scaling Encodings to Larger Alphabets for Peptide-Based Data Storage

  Nils Hoppe, Gerd Specht, Lena Wiese

  DOI: 10.1007/978-3-032-29912-3_28

• Initial Study on Cancer Diagnosis Using AI/NLP and Expert System Integration

  Mariusz Pelc, Slawomir Stemplewski, Waldemar Bauer, Tomasz Kajdanowicz, Aleksandra Kawala-Sterniuk

  DOI: 10.1007/978-3-032-29912-3_29

• Computational Health

• A Fractional Physics-Informed Neural Network with Ensemble Learning for Dengue Forecasting

  Harshit, Priyanka Harjule

  DOI: 10.1007/978-3-032-29912-3_30

• Data-Driven Structural Optimization of Descriptive Norms: Bridging Micro and Macro Dynamics in Medical Contexts

  Chao Li, Ilia Derevitskii, Sergey Kovalchuk

  DOI: 10.1007/978-3-032-29912-3_31

• Generative Control of k-Space: A Foundation-Model Approach to Self-optimizing MRI with Transformers, Diffusion Priors, and Adversarial Consistency

  Krzysztof Malczewski

  DOI: 10.1007/978-3-032-29912-3_32

• Mechanistic Modeling of Stress-Induced Glucose Dysregulation: Calibrating a Coupled HPA-Metabolic Framework to the UK Biobank

  Rezo Getsadze, Qiziyi Cao, Shivam Kumar, Vivek M. Sheraton

  DOI: 10.1007/978-3-032-29912-3_33

• Uncertainty-Aware Multi-task Deep Learning Framework for Cervical Lesion Segmentation and Classification

  Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa

  DOI: 10.1007/978-3-032-29912-3_34

• Validating the Clinical Utility of CineECG 3D Reconstructions Through Cross-Modal Feature Attribution

  Karol Dobiczek, Maciej Mozolewski, Szymon Bobek, Michał Szafarczyk, Peter van Dam, Grzegorz J. Nalepa

  DOI: 10.1007/978-3-032-29912-3_35

• 3D Segmentation of Coronary Arteries in Computer Tomography Angiography

  Dmitrii Evtyukhov, Georgy Kopanitsa, Oleg Metsker, Sergey Kovalchuk

  DOI: 10.1007/978-3-032-29912-3_36

• Integrated Continuous-to-Continuous Forward Modelling and Rebinning Strategies for Low-Dose CT with Flying Focal Spot

  Piotr Pluta, Anna Jezuita, Robet Cierniak

  DOI: 10.1007/978-3-032-29912-3_37

• Lightweight Grey Wolf Optimization–Driven Hyperparameter Tuning of U-Net for Robust Brain Tumor Segmentation

  Shoffan Saifullah, Rafał Dreżewski, Anton Yudhana

  DOI: 10.1007/978-3-032-29912-3_38

• Anatomy-Informed Deep Learning for Abdominal Aortic Aneurysm Segmentation

  Osamah Sufyan, Martin Brückmann, Ralph Wickenhöfer, Babette Dellen, Uwe Jaekel

  DOI: 10.1007/978-3-032-29912-3_39

• Computational Methods for Petascale Research

• Bridging Grid and HPC Computing for Data-Intensive Science: Scaling dCache for Modern Workflows

  Tigran Mkrtchyan, Anastasiia Chub, Christopher Green, Karen Hoyos, Dmitry Litvintsev, Marina Sahakyan et al.

  DOI: 10.1007/978-3-032-29912-3_40

• RACCOONS: Data Management Library for High-Performance Astrometric Reduction Pipelines

  Konstantin Ryabinin, Pau Ramos, Wolfgang Löffler, Michael Biermann

  DOI: 10.1007/978-3-032-29912-3_41

• Data Management and I/O Provisioning Across Cloud-Edge Continuum for High-Performance Computational Data Pipelines

  Bartosz Kryza, Renata Słota, Łukasz Dutka, Jacek Kitowski, Juan Aznar-Poveda, Thomas Fahringer et al.

  DOI: 10.1007/978-3-032-29912-3_42

• Bit Level Data Unpacking Using Heterogeneous Architecture Setups

  Mohammad Nasir Jan Momed, Freya Blekman, Malte Buschmann, Christoph Wissing, Philipp Neumann

  DOI: 10.1007/978-3-032-29912-3_43

• Computational Modeling and Artificial Intelligence for Social Systems

• Graph Neural Networks for Misinformation Detection: Performance–Efficiency Trade-Offs

  Soveatin Kuntur, Maciej Krzywda, Anna Wróblewska, Marcin Paprzycki, Maria Ganzha, Szymon Łukasik et al.

  DOI: 10.1007/978-3-032-29909-3_1

• A Per-Cluster Multi-scale Topic Modeling Framework with Unstructured and Heterogeneous Text Corpora

  Mamadou Alpha Hawa Balde, Jassim Bensafir, Sarah Ben Othman, Salah Zidi, Slim Hammadi

  DOI: 10.1007/978-3-032-29909-3_2

• Clickbait Detection: Quick Inference with Maximum Impact

  Soveatin Kuntur, Panggih Kusuma Ningrum, Anna Wróblewska, Maria Ganzha, Marcin Paprzycki

  DOI: 10.1007/978-3-032-29909-3_3

• CHExNet: A 400-Years Multilayer Network of Early Modern Collaboration at the Jagiellonian University

  Luiz do Valle Miranda, Karol Dobiczek, Grzegorz J. Nalepa

  DOI: 10.1007/978-3-032-29909-3_4

• A Case for Decentralized Model-Based Multi-agent Reinforcement Learning

  Rafał Niedziółka-Domański

  DOI: 10.1007/978-3-032-29909-3_5

• Modeling Multi-rater Behavior with Bayesian Nonparametric MIRT: Inferring Latent Traits and Group Structure

  Alex Cucco, Lara Fontanella, Pasquale Valentini, Sara Fontanella

  DOI: 10.1007/978-3-032-29909-3_6

• Methodological Evolution and Knowledge Management in a Displacement Modelling Project: From Research Prototype to UNHCR Policy Tool

  Laura Marshall Harbach, Diana Suleimenova, Yani Xue, Yehor Yudin, Derek Groen, Giorgia Tornieri et al.

  DOI: 10.1007/978-3-032-29909-3_7

• Emergent Spatial Traps in the Coevolutionary Commons: Human-AI Cooperation Under Environmental Feedback

  Ivana Malčić, Debraj Roy, Luka Waronig

  DOI: 10.1007/978-3-032-29909-3_8

• Individual Decision-Making in Coupled Agent-Environment Systems

  Victoria Peterson, Shania Sinha, Karolina Chłopicka, Henry Zwart, Debraj Roy

  DOI: 10.1007/978-3-032-29909-3_9

• Computational Optimization, Modelling and Simulation

• A Reference Architecture for Digital Immune Systems

  Kay Smarsly

  DOI: 10.1007/978-3-032-29909-3_10

• Design-Ready Microwave Modeling by Spatial and Dimensional Domain Restriction

  Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson

  DOI: 10.1007/978-3-032-29909-3_11

• Multi-fidelity Model Management Strategy for Accelerated Antenna Optimization

  Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson

  DOI: 10.1007/978-3-032-29909-3_12

• Graph Grammar Based on Similarity and Conformity Graphs

  Artur Basiura, Adam Sȩdziwy

  DOI: 10.1007/978-3-032-29909-3_13

• Rapid Identification of Soil Contamination by Pathogenic Fungi Using Single-Instance Driven Convolutional Neural Networks

  Karol Struniawski, Ryszard Kozera, Aleksandra Konopka, Lidia Sas-Pasz, Agnieszka Marasek-Ciolakowska

  DOI: 10.1007/978-3-032-29909-3_14

• Quantum-Inspired Simulated Annealing with Neural Guidance for Hospital Scheduling

  Nourhen Kachroudi, Faiza Ajmi, Sarah Ben Othman, Juliette Therasse, Robert Caiazzo, Slim Hammadi

  DOI: 10.1007/978-3-032-29909-3_15

• CNASIM: A Customizable Simulation Library for Cloud-Native Application Performance Modeling

  Zengyi Wang, Paul Daniëlse, Zhiming Zhao

  DOI: 10.1007/978-3-032-29909-3_16

• A Budget-Aware Hybrid ACO–SA Approach for Constructive Triangle Reassembly Under Geometric and Combinatorial Constraints

  Damir Hasanspahić, Adis Alihodžić, Damir Hasić

  DOI: 10.1007/978-3-032-29909-3_17

• Impact of Architecture of Native Modules on the Performance of Hybrid Mobile Applications

  Łukasz Kurant

  DOI: 10.1007/978-3-032-29909-3_18

• Boundary-Rejection-Sampling for Computing Pareto Fronts Efficiently and Uniformly

  Markus Herrmann-Wicklmayr, Kathrin Flaßkamp

  DOI: 10.1007/978-3-032-29909-3_19

• Non-extreme Individual Minima for Improved Pareto Front Sampling Efficiency and Decision-Making

  Markus Herrmann-Wicklmayr, Kathrin Flaßkamp

  DOI: 10.1007/978-3-032-29909-3_20

• Technical Indicators on Warsaw Stock Exchange: A Computational Study

  Konrad Maleńczak, Alexander Prokopenya

  DOI: 10.1007/978-3-032-29909-3_21

• Parameter Prediction Under Ambiguity: Single-Target vs. Multi-choice Models for IEA Configuration on QAP

  Paweł Kolendo, Wojciech Chmiel, Joanna Kwiecień

  DOI: 10.1007/978-3-032-29909-3_22

• Optimizing the Performance and Efficiency of a Hybrid Video Encoder in Java

  Maciej Okoń, Beata Bylina

  DOI: 10.1007/978-3-032-29909-3_23

• Thresholded FOCI for Undirected Graph Structure Learning with Binary Variables

  Konrad Furmańczyk

  DOI: 10.1007/978-3-032-29909-3_24

• Asymptotics in Curve Estimation Based on Partial Fitting with Piecewise Bézier Cubics

  Ryszard Kozera, Magdalena Wilkołazka

  DOI: 10.1007/978-3-032-29909-3_25

• Computational Modelling and Topology-Aware Energy Flow Optimization in Spatial Nanosensor Networks

  Artur Wilinski

  DOI: 10.1007/978-3-032-29909-3_26

• Multidisciplinary Iterative Neural Networks for Propagating Uncertainties in Coupled Systems

  Abhijnan Dikshit, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska

  DOI: 10.1007/978-3-032-29909-3_27

• Computational Psychology and Mental Health

• Graph-Theoretical Analysis of the Gut-Microbiome-Brain Axis: Identifying Mediators of Suicidal Ideation

  Petr Chalupský, Shivam Kumar, Valeria Epelbaum, Valeria Krzhizhanovskaya, Vivek M. Sheraton

  DOI: 10.1007/978-3-032-29909-3_28

• A Generative Multi-agent Framework for Modeling Depressive Language Entrainment

  Chris Hoynck van Papendrecht, Johan Bollen, Debraj Roy

  DOI: 10.1007/978-3-032-29909-3_29

• Computer Vision in the Era of Large Neural Models

• ViT-SpSH: A Hybrid Transformer-Spectral Head Architecture for Chromatic Aberration Detection and Localization

  Jarosław Bernacki, Rafał Scherer

  DOI: 10.1007/978-3-032-29909-3_30

• Spatially Refined Transformer Embeddings for Accurate Histopathology Tissue Classification

  Przemysław Niedziela, Bogusław Cyganek

  DOI: 10.1007/978-3-032-29909-3_31

• Mask Cross-attention Transformer for Robust Exercise Recognition Under Execution-Speed Domain Shift

  Kamil Warchol, Bogdan Kwolek

  DOI: 10.1007/978-3-032-29909-3_32

• Effectiveness of Proxy-Based Metric-Learning for Large-Scale Stock-Keeping Unit Recognition

  Barbara Borkowska, Grzegorz Sarwas

  DOI: 10.1007/978-3-032-29909-3_33

• Hyper-DINO: Efficient Hyperbolic Embeddings for Histopathological Content-Based Image Retrieval

  Stanisław Łażewski, Bogusław Cyganek

  DOI: 10.1007/978-3-032-29909-3_34

• View-Independent 3D Gait Recognition Using Sequence-Based Siamese Networks

  Mikolaj Klimek, Bogdan Kwolek

  DOI: 10.1007/978-3-032-29909-3_35

• Mind the Gap: Quantifying the Domain Gap in Cross-Sensor Diffusion Super-Resolution

  Dawid Kopeć, Katarzyna Jabłońska, Wojciech Kozłowski, Maciej Zięba

  DOI: 10.1007/978-3-032-29909-3_36

• Geometry-Aware Recognition of Mouth Articulations for Sign Language Understanding

  Nurzhigit Ongalov, Bogdan Kwolek

  DOI: 10.1007/978-3-032-29909-3_37

• Hybrid Privacy-preserving Histopathological Image Classification Using Fully Homomorphic Encryption

  Dominik Moskalewicz, Bogusław Cyganek

  DOI: 10.1007/978-3-032-29909-3_38

• PISC: Physics-Informed Scene Constraints Method for Markerless 3D Human Localization for Safe Human-Robot Collaboration

  Rafał Kozik, Szymon Buś, Aleksandra Pawlicka, Marek Pawlicki, Michał Choraś

  DOI: 10.1007/978-3-032-29909-3_39

• Vision-Guided Agricultural Robot for Crop Detection Using Edge Computing on Embedded Hardware

  Luis Prieto-López, Iván Pascual, Mencía George, Francisco J. Rodríguez-Lera, Lidia Sánchez-González

  DOI: 10.1007/978-3-032-29909-3_40

• Interactions Between Visual Encoder Architectures and Attention Mechanisms in Image Captioning: Analysis of Synergy, Antagonism, and Computational Efficiency

  Mateusz Bartosiewicz, Marcin Iwanowski

  DOI: 10.1007/978-3-032-29909-3_41

• SG-DiT: Semantic-Guided Sign Language Anonymization Balancing Privacy and Linguistic Fidelity

  Zixuan Dai, Shinji Sako

  DOI: 10.1007/978-3-032-29909-3_42

• Multi-stream CNN with Attention for Single-Image Face Spoofing Detection

  Rafał Klinowski, Mirosław Kordos

  DOI: 10.1007/978-3-032-29909-3_43

• Scene-Aware Image Aesthetic Quality Assessment

  Maedeh Daryanavard, Asadollah Shahbahrami, Reza Hassanpour, Georgi Gaydadjiev

  DOI: 10.1007/978-3-032-29909-3_44

• Computing and Data Science for Materials Discovery and Design

• Phase Morphology of Ternary Mixtures Under Shear

  Gokul Raman Arumugam Kumar, Ulf D. Schiller

  DOI: 10.1007/978-3-032-29909-3_45

• Ensemble Graph Neural Networks for High-Throughput Battery Materials Discovery with Uncertainty Quantification

  Saher Elsayed

  DOI: 10.1007/978-3-032-29909-3_46

• Computational Microstructure Analysis of Sintered Ceramics

  Nikhil Dhanankam, Deeksha Kodangal, Rajendra K. Bordia, Ulf D. Schiller

  DOI: 10.1007/978-3-032-29909-3_47

• Credible Multiscale Modelling and Simulation

• A Scalable Numerical Framework for Predicting Particle Transport in Bifurcating Vascular Networks

  Md Zaheen Tamzeed Kabir, Jon McCullough

  DOI: 10.1007/978-3-032-29915-4_1

• Adaptive Resolution Scheme for Non-additive Molecular Three-Body Potentials

  Jose Alfonso Pinzon Escobar, Philipp Neumann

  DOI: 10.1007/978-3-032-29915-4_2

• From Formal Specifications to Executable Simulations: A Computation-Driven Metasystem for Agent-Based Modeling

  Francisco Mesas, Manel Taboada, Francisco Epelde, Eduardo Cabrera, Alvaro Wong, Dolores Rexachs

  DOI: 10.1007/978-3-032-29915-4_3

• Transport Network Topology as a Determinant of Forced Displacement Dynamics: Case Study of Rail-Based Evacuation from Ukraine

  Ivana Malčić, Derek Groen, Valeria Krzhizhanovskaya, Diana Suleimenova

  DOI: 10.1007/978-3-032-29915-4_4

• Satellite-Based Conflict Damage Detection: Siamese CNNs for Forced Displacement Planning in Ukraine

  Taulant Matarova, Diana Suleimenova

  DOI: 10.1007/978-3-032-29915-4_5

• A Reproducible Multiscale Workflow for Socioecological Indicator Calculation in European Agriculture

  Alan Bernardo Palacio, Antonio Espinosa, Joan Marull

  DOI: 10.1007/978-3-032-29915-4_6

• Cross-validation-Based Hierarchical Decision Tree Framework for Dispersed Data Classification

  Benjamin Agyare Addo, Małgorzata Przybyła-Kasperek

  DOI: 10.1007/978-3-032-29915-4_7

• Large Language Models Related Intelligent Decision-Making in the Digital Economy Era

• Feature Extractor Comparison for Distribution Matching Framework in Dataset Distillation

  Muyang Li, Zeheng He, Yi Qu, Yong Shi

  DOI: 10.1007/978-3-032-29915-4_8

• Machine Learning and Data Assimilation for Dynamical Systems

• Composite Reward Design in PPO-Driven Adaptive Filtering

  A. Burkan Bereketoglu

  DOI: 10.1007/978-3-032-29915-4_9

• Mechanistic Interpretability Tool for AI Weather Models

  Kirsten I. Tempest, Matthias Beylich, George C. Craig

  DOI: 10.1007/978-3-032-29915-4_10

• Adjoint-Based Optimization with Quantized Local Reduced-Order Models for Spatiotemporally Chaotic Systems

  Defne Ege Ozan, Antonio Colanera, Luca Magri

  DOI: 10.1007/978-3-032-29915-4_11

• Particle Filter Data Assimilation for Reconstructing Latent Hospital Care Pathways Under Partial Observability

  Laith Ahmad, Sergey V. Kovalchuk

  DOI: 10.1007/978-3-032-29915-4_12

• Comparative Study of Linear Attention Architectures for Geopotential Height Forecasting

  Varuni Sastry, Vishwas Rao

  DOI: 10.1007/978-3-032-29915-4_13

• Data Assimilation with Surrogate Measurement Equations

  Marco Arzeo, Stefano Chessa, Fabio Marcuzzi, Pietro Paglierani, Joao Alves

  DOI: 10.1007/978-3-032-29915-4_14

• Latent Attention on Masked Patches for Flow Reconstruction

  Ben Eze, Luca Magri, Andrea Nóvoa

  DOI: 10.1007/978-3-032-29915-4_15

• Multi-Criteria Decision-Making: Methods, Applications, and Innovations

• Attribute Importance in Conflict Models: Using Clustering Metrics and Bi-coalitions for Issue Evaluation

  Małgorzata Przybyła-Kasperek, Rafał Deja

  DOI: 10.1007/978-3-032-29915-4_16

• Designing Form-Based Interaction in Virtual Reality: A Multidimensional Usability Evaluation Using Eye-Tracking and MCDA

  Agnieszka Olejnik-Krugły, Kamil Bortko, Krzysztof Warpachowicz

  DOI: 10.1007/978-3-032-29915-4_17

• Simulating Decision-Makers’ Behaviour in Risk Management Problems Using Prospect Theory

  Jakub Więckowski, Mariusz Sołtysik

  DOI: 10.1007/978-3-032-29915-4_18

• When Decisions Are Blocked: Inhibitory Rules Induced from Tree Ensembles

  Beata Zielosko, Anton Dmytrenko, Azimkhon Ostonov, Mikhail Moshkov

  DOI: 10.1007/978-3-032-29915-4_19

• An Ensemble CNN Transfer Learning Model for Wheat Grain Classification

  Małgorzata Charytanowicz, Urszula Kużelewska, Rafał Stęgierski

  DOI: 10.1007/978-3-032-29915-4_20

• Boredom-Decay Multi-armed Bandits as a Sequential Multi-criteria Decision-Making Framework

  Kamil Bortko, Kacper Fornalczyk, Jarosław Jankowski

  DOI: 10.1007/978-3-032-29915-4_21

• Strategic Performance Monitoring in Higher Education: An Analytic Hierarchy Process Approach

  Łukasz Wiechetek, Marek Mędrek, Zbigniew Pastuszak

  DOI: 10.1007/978-3-032-29915-4_22

• Computing Wasserstein Distances Between Asymmetric Interval Numbers

  Andrii Shekhovtsov, Wojciech Sałabun

  DOI: 10.1007/978-3-032-29915-4_23

• On Effectiveness of Rule Classifiers Under Transformations of Input Domain

  Urszula Stańczyk, Grzegorz Baron

  DOI: 10.1007/978-3-032-29915-4_24

• Optimization of Inhibitory Rules

  Azimkhon Ostonov, Beata Zielosko, Kamil Jabloński, Kamil Magiera, Mikhail Moshkov

  DOI: 10.1007/978-3-032-29915-4_25

• Greedy Algorithm for Modeling Approximate Decision Trees for Distributed Decision Tables

  Azimkhon Ostonov, Mikhail Moshkov, Beata Zielosko

  DOI: 10.1007/978-3-032-29915-4_26

• Exponentiation Operators for Asymmetric Interval Numbers and Their Properties

  Andrii Shekhovtsov, Adrianna Świder, Szymon Śniegowski, Wojciech Sałabun

  DOI: 10.1007/978-3-032-29915-4_27

• A Multi-scale Analysis of Learning Dynamics in Data-Driven MCDA: Evidence from the INCOME Method

  Bartłomiej Kizielewicz

  DOI: 10.1007/978-3-032-29915-4_28

• Does the Evaluation Horizon Matter? A Temporal Extension of SPOTIS for Normalization-Bound Sensitivity Analysis

  Bartłomiej Kizielewicz, Jarosław Wątróbski

  DOI: 10.1007/978-3-032-29915-4_29

• A Time-Aware TOPSIS Method for Longitudinal Performance Assessment

  Artur Karczmarczyk, Jarosław Wątróbski, Aleksandra Bączkiewicz, Aleksandra Karczmarczyk

  DOI: 10.1007/978-3-032-29915-4_30

• Assessing the Impact of Criterion Significance on Ranking Stability - Offshore Wind Farm Case Study

  Aleksandra Bączkiewicz, Jarosław Wątróbski, Artur Karczmarczyk, Wojciech Drożdż

  DOI: 10.1007/978-3-032-29915-4_31

• Navigating Uncertainty: A Framework for Benchmarking Decision Quality in Fuzzy Petri Nets

  Zbigniew Suraj, Piotr Grochowalski

  DOI: 10.1007/978-3-032-29915-4_32

• Handling Class Imbalance in Coalition-Based Distributed Classification with Decision Rule Induction

  Katarzyna Kusztal, Małgorzata Przybyła-Kasperek

  DOI: 10.1007/978-3-032-29915-4_33

• Time Series Forecasting with Irregular Intervals in Applied Behavior Analysis

  Joanna Kołodziejczyk, Sebastian Limanowski

  DOI: 10.1007/978-3-032-29915-4_34

• Does Better Weight Estimation Mean Better Decisions? A Monte Carlo Assessment of RANCOM-ST

  Anna Shkurina

  DOI: 10.1007/978-3-032-29915-4_35

• From Exhaustive Robustness to Local Sensitivity: An Extension of the EORS Framework

  Bartosz Paradowski

  DOI: 10.1007/978-3-032-29915-4_36

• Recommendation System for Education: An Approach to Suggesting Learning Sequences

  João Paulo Silva, Rodrigo Aleixo, Thiago Sernaglia, Marcos de Almeida, Rubens Massa, Everton Silva et al.

  DOI: 10.1007/978-3-032-29915-4_37

• Navigating Trustworthy and Autonomous Modelling of Complex Systems: AI Meets Computational Science

• Deterministic Execution Frameworks for Hybrid Symbolic–Probabilistic Computational Pipelines

  Santhosh Guntupalli

  DOI: 10.1007/978-3-032-29915-4_38

• Beyond Black-Box Agents: Explainable and Validatable Generative ABMs

  Xuening Tang, Petter Törnberg

  DOI: 10.1007/978-3-032-29915-4_39

• Residual Reinforcement Learning for Robotic Assembly of Large-Scale Aerospace Components

  Xiaoyou Duan, Guijun Ma, Weibo Liu, Kaiqi Fang, Yuzhe Wang

  DOI: 10.1007/978-3-032-29915-4_40

• YOLO26-SimAM: An Energy-Based Attention Augmented Detector for Aero-Engine Surface Defect Inspection

  Xiao Wang, Linhao Liu, Yidi Song, Xiaotong He, Kai Chen, Nianyin Zeng

  DOI: 10.1007/978-3-032-29915-4_41

• Trustworthy Data Foundations for AI-Driven Analytics in Distributed IoT: A Validation-First Methodology

  Maziar Ghorbani, Diana Suleimenova, Laura Harbach, Pramit Mazumdar, Niruban Paramanathan, Ricardo Severino et al.

  DOI: 10.1007/978-3-032-29915-4_42

• Numerical Algorithms and Computer Arithmetic for Computational Science

• Reversible Data Hiding in Encrypted Images Using Kernel-Based Prediction and Delta-Huffman Coding

  Remigiusz Martyniak, Mariusz Dzwonkowski, Tom Dhaene

  DOI: 10.1007/978-3-032-29915-4_44

• GPU-Accelerated Number Theoretic Transform-Based Privacy Amplification for Quantum Key Distribution

  Chenyu Wang, Kazuaki Doi, Yutaro Ishigaki

  DOI: 10.1007/978-3-032-29915-4_45

• GPU Accelerated Hough Transform for Line Detection

  Damian Gradziuk, Beata Bylina, Przemysław Stpiczyński

  DOI: 10.1007/978-3-032-29915-4_46

• Efficient Integer-Only Implementation of Tanh and Sigmoid for Embedded AI on RISC-V

  Kamil Kaczmarski, Pawel Gepner, Ewa Deelman, Pawel Poczekajlo, Leonid Moroz, Nataliia Gavkalova

  DOI: 10.1007/978-3-032-29915-4_47

• A Parallel and Vectorized Implementation of the McCaskill Algorithm for X86-64 and RISC-V Architectures

  Marek Palkowski, Sergio Iserte, Tomasz Olas, Mateusz Gruzewski, Roman Wyrzykowski

  DOI: 10.1007/978-3-032-29915-4_48

• QFredDet — Software Library for Computing Entropy of Continuous Variable Quantum Systems Using Fredholm Determinants

  Marek Sawerwain, Joanna Wiśniewska

  DOI: 10.1007/978-3-032-29915-4_49

• Mixed Precision Quantum Machine Learning on Photonic Quantum and Hybrid Quantum-HPC Systems

  Mateusz Slysz, Krzysztof Kurowski, Grzegorz Waligóra

  DOI: 10.1007/978-3-032-29915-4_50

• Quantum Computing

• From Table Constraints to QUBO Models for Quantum Annealing

  Philippe Codognet, Eric Monfroy

  DOI: 10.1007/978-3-032-29918-5_1

• Auto Quantum Machine Learning for Multisource Classification

  Tomasz Rybotycki, Sebastian Dziura, Piotr Gawron

  DOI: 10.1007/978-3-032-29918-5_2

• Towards Quantum Machine Learning for Assessing the Resilience of Post-quantum Cryptography

  Jaroslaw A. Miszczak

  DOI: 10.1007/978-3-032-29918-5_3

• A Unified Renes–Costello–Batina Weierstrass Oracle for Shor-Style Cryptanalysis

  Michał Wroński, Mateusz Leśniak, Elżbieta Burek

  DOI: 10.1007/978-3-032-29918-5_4

• Pre-execution Preventability of Bugs in GPU-Accelerated Quantum Software Stacks: An Empirical Study

  Tihomir Thomas Bicanic

  DOI: 10.1007/978-3-032-29918-5_5

• Cavity-Enhanced Collective Quantum Processing with Polarization-Encoded Qubits

  Kamil Wereszczyński, Józef Cyran, Adam Brzezowski, Dawid Załużny, Robert Potoniec, Kasper Wiśniowski et al.

  DOI: 10.1007/978-3-032-29918-5_6

• Retrieval-Augmented Generation

• Could You Elaborate? A Multi-perspective Evaluation of Query Reformulation in Retrieval-Augmented Generation

  Stanisław Markowski, Konrad Wojtasik, Adrian Berdowski, Inez Okulska, Maciej Piasecki

  DOI: 10.1007/978-3-032-29918-5_7

• TrustChain-RAG: A Blockchain-Anchored Context Graph Framework for Auditable Knowledge Mining in a Gated Environment

  Jaromir Dzialo

  DOI: 10.1007/978-3-032-29918-5_8

• Simulations of Flow and Transport: Modeling, Algorithms and Computation

• Petrov-Galerkin Immersed Finite Element Method for Darcy/Darcy-Forchheimer Flow in Fractured Porous Media

  Jijing Zhao, Shuyu Sun

  DOI: 10.1007/978-3-032-29918-5_9

• Numerical Modeling of Electromigration Effects for Subsurface Geological Carbon Sequestration

  Lijian Jiang, Tian Qiao, Shuyu Sun, Dunhui Xiao, Xuejun Xu, Tao Zhang

  DOI: 10.1007/978-3-032-29918-5_10

• Continuous Data Assimilation Enhanced Nonlinear Solvers for thep-Laplace Equation

  Lin Mu

  DOI: 10.1007/978-3-032-29918-5_11

• Mechanistic Modeling of Vorticity-Facilitated Platelet Aggregation in Stenotic Expansions

  Niksa Mohammadi Bagheri, Gabor Závodszky

  DOI: 10.1007/978-3-032-29918-5_12

• Quantum-Classical Hybrid Algorithms for Darcy Flow with Local Mass Conservation

  Jiangguo Liu

  DOI: 10.1007/978-3-032-29918-5_13

• Pore-Scale Modeling Framework with Embedded Boundaries and Automatic Jacobian Construction

  Sahar Z. Amir, Shuyu Sun

  DOI: 10.1007/978-3-032-29918-5_14

• Investigating the Influence of Red Blood Cell Heterogeneity on Cell Transport and Blood Flow Hemodynamics

  Runxin Wu, Mohammed Shihab Kabir, Aristotle Martin, Wentao Ma, Amanda Randles

  DOI: 10.1007/978-3-032-29918-5_15

• Regularization of Numerical Interface Thickness in UCLS Simulations of Transport Processes in Bubbles

  Néstor Balcázar-Arciniega, Joaquim Rigola, Assensi Oliva

  DOI: 10.1007/978-3-032-29918-5_16

• Smart Systems: Bringing Together Computer Vision, Sensor Networks and Artificial Intelligence

• High-precision Automatic User Experience Evaluation of 3D Virtual Environments Using Visual-Complexity Image Features

  Jarosław Andrzejczak, Hubert Łabuda, Rafał Szrajber

  DOI: 10.1007/978-3-032-29918-5_17

• Proactive Detection of Pedestrian Crossing Occlusions: Transforming Dashcams Into Mobile Smart City Sensors

  Dominik Banach, Jakub Gasiorowski, Karol Struniawski, Aleksandra Konopka

  DOI: 10.1007/978-3-032-29918-5_18

• Counterfactual User Guidance for Improving Transparent Hyperparameter Tuning

  Sabri Manai, Szymon Bobek, Mehrdad Asadi, Ann Nowé, Grzegorz J. Nalepa

  DOI: 10.1007/978-3-032-29918-5_19

• Personalized Next-Basket Recommendation with Interpretable Cycle-Aware Purchase Modeling

  Fatemeh Fazaeefar, Paolo Speziali, Szymon Bobek, Grzegorz J. Nalepa, Diederik M. Roijers, Ann Nowé et al.

  DOI: 10.1007/978-3-032-29918-5_20

• Attention Map as a Way of Representing Visual Patterns Based on Brightness Contrast in a Three-Dimensional Video Game Environment

  Aneta Wiśniewska, Jakub Wawrzyniak, Rafał Szrajber, Adam Wojciechowski

  DOI: 10.1007/978-3-032-29918-5_21

• Secure Biometric Authentication with Dynamic Symmetric Key Generation in IoT Systems

  Sabina Szymoniak, Mariusz Kubanek

  DOI: 10.1007/978-3-032-29918-5_22

• Group-Authentication Schema for Tiny and Constrained IoT Devices Using Secret-Sharing Algorithm and Hash Functions

  Tomasz Krokosz, Jarogniew Rykowski

  DOI: 10.1007/978-3-032-29918-5_23

• A Distributed ROS2 Architecture for Low-Cost Navigation Based on Virtual Boundary Logic

  Sergio García González, David Cruz García, Arturo Álvarez Sánchez, Gabriel Villarrubia González

  DOI: 10.1007/978-3-032-29918-5_24

• Throughput and Reliability Trade-Offs of 6LoWPAN in Low-Power IoT and Smart Systems

  Krzysztof Tokarz, Paweł Buczyński, Dariusz Mrozek

  DOI: 10.1007/978-3-032-29918-5_25

• Patch Memory Bank K-NN for Semi-supervised Visual Hazard Detection in Indoor Mobile Robots

  Piotr Wozniak, Tomasz Krzeszowski

  DOI: 10.1007/978-3-032-29918-5_26

• Solving Problems with Uncertainties

• Controlling Structure Under Uncertainty: Decision-Theoretic Topology for Extreme-Scale Scientific Simulation

  Krzysztof Malczewski

  DOI: 10.1007/978-3-032-29918-5_27

• Modelling Extreme Uncertainty: Estimating Maximum Queue Size of Systems with Pareto Inter-arrival Times and Pareto Service Times

  Raul Ramirez-Velarde, Cristobal Pareja-Flores, Neil Hernandez-Gress, Laura Hervert-Escobar

  DOI: 10.1007/978-3-032-29918-5_28

• Quantifying and Mitigating Epistemic Uncertainty in Local Rule-Based Explanations

  Szymon Bobek, Maciej Mozolewski

  DOI: 10.1007/978-3-032-29918-5_29

• Postprocessing Optimisation Algorithms for QAOA in MaxCut Problem

  Emanouil Atanassov, Aleksandar Kirilov, Mariya Durchova, Ivaylo Georgiev

  DOI: 10.1007/978-3-032-29918-5_30

• Comparison of Epistemic Uncertainty Quantification Methods for Out-of-Distribution Detection in Autoencoder–RNN Surrogate Model of Molecular-Continuum Flow Simulations

  Sabrina Ebert, Olga Catalan Aragall, Malte Buschmann, Philipp Neumann

  DOI: 10.1007/978-3-032-29918-5_31

• Teaching Computational Science

• An Empirical Analysis of High-Performance Computing Education in Germany

  Anna-Lena Roth, Jonas Posner

  DOI: 10.1007/978-3-032-29918-5_32

• Reframing Cybersecurity Education Through Technical, Organisational, and Regulatory Integration: Google Grant Implementation Case Study at WUT

  Krzysztof Ejsmont, Jerzy Krawiec, Sebastian Zielinski, Marek Porzezyński, Michal Wisniewski, Pawel Gepner et al.

  DOI: 10.1007/978-3-032-29918-5_33

• Infusing Computational Science Into Computer Science: A Nifty SIMD Assignment

  Johannes Schoder, Torsten F. Bosse, H. Martin Bücker

  DOI: 10.1007/978-3-032-29918-5_34

• Interdisciplinary AI Competencies as the Foundation of Digital Transformation

  Aleksandra Kopyto, Bartosz Wachnik, Anna Kizińska

  DOI: 10.1007/978-3-032-29918-5_35

• Enhancing Critical Thinking with Multimodal Generative AI

  Alanoud Qutaim Alqahtani, Dalya Abdulaziz Alghofaily, Reem Faisal Alsahli, Haya Buayyan Alwizrah, Norah Saleh Alghamdi

  DOI: 10.1007/978-3-032-29918-5_36

• Hack in a Box: Portable Docker Labs for Teaching Web Application Security

  Katarzyna Mazur

  DOI: 10.1007/978-3-032-29918-5_37

• LLM Essay Scoring Under Holistic and Analytic Rubrics: Prompt Effects and Bias

  Filip J. Kucia, Anirban Chakraborty, Anna Wróblewska

  DOI: 10.1007/978-3-032-29918-5_38