Program for Wednesday, July 1st: Talk View

PROGRAM FOR WEDNESDAY, JULY 1ST: 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

09:00-09:50

Balancing Energy, Resource Utilization, and Performance in HPC System Operations

Estela Suarez

10:20-10:40

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

Konstantin Ryabinin, Pau Ramos, Wolfgang Löffler, Michael Biermann

10:40-11:00

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

T. Mkrtchyan, A. Chub, C. Green, K. Hoyos, D. Litvintsev, M. Sahakyan, D. Starr

11:00-11:20

Fast data processing for X-ray crystallography

White et.al

11:20-11:40

Data Management and I/O Provisioning Across Cloud-Edge Continuum for High-performance Computational Data

Kryza et.al

11:40-12:00

ACTS: Cross-experiment charged particle reconstruction toolkit

Paul Gessinger-Befurt

10:20-10:40

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

Jarosław Bernacki, Rafal Scherer

10:40-11:00

Spatially refined transformer embeddings for accurate histopathology tissue classification

Przemysław Niedziela, Bogusław Cyganek

11:00-11:20

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

Bogdan Kwolek, Kamil Warchoł

11:20-11:40

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

Stanisław Łażewski, Bogusław Cyganek

11:40-12:00

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

Bogdan Kwolek, Mikołaj Klimek

12:00-12:20

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

Dawid Kopeć, Katarzyna Jabłońska, Wojciech Kozłowski, Maciej Zięba

10:20-10:40

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

Mesas Cervilla, Taboada, Epelde Gonzalo, Cabrera, Wong, Rexachs del Rosario

10:40-11:00

The Road to Flee 4: Food Security Coupling Revisited

Derek Groen

11:00-11:20

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

Ivana Malcic, Derek Groen, Valeria Krzhizhanovskaya, Diana Suleimenova

11:20-11:40

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

Taulant Matarova, Diana Suleimenova

11:40-12:00

Credible Agent-Based Modeling of Crisis Evacuation: A Dual-Process Cognitive Architecture

Michael Puma, Erika Wu, Derek Groen, Diana Suleimenova, Keren Mezuman

10:20-10:40

Attribute Importance in Conflict Models: Using Clustering Metrics and Bi‑Coalitions for Issue

Małgorzata Przybyła-Kasperek, Rafal Deja

10:40-11:00

Simulating decision-makers' behaviour in risk management problems using prospect theory

Jakub Więckowski, Mariusz Sołtysik

11:00-11:20

When Decisions Are Blocked: Inhibitory Rules Induced from Tree Ensembles

Beata Zielosko, Anton Dmytrenko, Azimkhon Ostonov, Mikhail Moshkov

11:20-11:40

Computing Wasserstein Distances Between Asymmetric Interval Numbers

Andrii Shekhovtsov, Wojciech Sałabun

10:20-10:40

An Agent Based Model of Effects of Sleep Deprivation on Suicidality

Mikko Brandon, Valeria Krzhizhanovskaya, Johan Bollen

10:40-11:00

Machine learning to predict mental health problems in early childhood using behavioral screening

Weltevreden, Großmann, van Sloun, Hulshoff Pol, de Zwarte

11:00-11:20

Limitations of Idiographic Machine Learning Forecasting in Mental Health Data

Sophie Engels

11:20-11:40

Machine learning in the prediction of treatment response for emotional disorders: A systematic review and

Joshua Curtiss

10:20-10:40

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

Krzysztof Malczewski

10:40-11:00

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

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

11:00-11:20

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

Raul Ramirez, Cristóbal Pareja, Laura Hervert-Escobar, Neil Hernandez Gress

11:20-11:40

Quantifying and Mitigating Epistemic Uncertainty in Local Rule‑Based Explanations

Szymon Bobek, Maciej Mozolewski

12:00-12:30 Poster Session

13:50-14:10

Generative ML for Future Calorimeter Simulation

Day-Hall et.al

14:10-14:30

Integrating Policy and Infrastructure for Effective Data Management at the European XFEL

Malka et.al

14:30-14:50

Bit Level Data Unpacking Using Heterogeneous Architecture Setups

M.N.J. Momed, F. Blekman, M. Buschmann, C. Wissing, P. Neumann

14:50-15:10

Computing and FAIR data in Lattice QCD

G. Koutsou, H. Matsufuru, D. Pleiter, A. Rago, H. Simma, F. Stokes

15:10-15:30

Asapo: a data streaming platform for high performance data processing pipelines

Mikhail Karnevskiy, Marc-Olivier Andrez, Tim Schoof

15:30-15:50

Key4hep - The Common Software Stack for Future Particle Physics Experiments

Thomas Madlener, Frank Gaede, Juan Miguel Carceller, Andre Sailer

13:50-14:10

Geometry-aware Recognition of Mouth Articulations for Sign Language Understanding

Bogdan Kwolek, Nurzhigit Ongalov

14:10-14:30

Hybrid Privacy-preserving Histopathological Image Classification Using Fully Homomorphic Encryption

Dominik Moskalewicz, Bogusław Cyganek

14:30-14:50

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

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

14:50-15:10

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

Prieto López, Pascual, George, Rodríguez Lera, Sánchez-González

15:10-15:30

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

Zixuan Dai, Shinji Sako

13:50-14:10

Cross-Validation-Based Hierarchical Decision Tree Framework for Dispersed Data Classification

Benjamin Agyare Addo, Małgorzata Przybyła-Kasperek

14:10-14:30

Uncertainty Quantification for Multiscale Model of Tritium Breeding Materials

Yudin, Griffiths, Smith, Zancan, Davey, Chiu, Middleburgh, Cockrell

14:30-14:50

Beyond Black-Box Agents: Explainable and Validatable Generative ABMs

Xuening Tang, Petter Törnberg

14:50-15:10

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

Ghorbani, Suleimenova, Harbach, Mazumdar, Paramanathan, Severino, Aydemir, Groen

13:50-14:10

Optimization of Inhibitory Rules

A. Ostonov, B. Zielosko, K. Jabloński, K. Magiera, M. Moshkov

14:10-14:30

Greedy Algorithm for Modeling Approximate Decision Trees for Distributed Decision Tables

Azimkhon Ostonov, Mikhail Moshkov, Beata Zielosko

14:30-14:50

Exponentiation Operators for Asymmetric Interval Numbers and Their Properties

Andrii Shekhovtsov, Adrianna Świder, Szymon Śniegowski, Wojciech Sałabun

13:50-14:10

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

P. Chalupský, S. Kumar, V. Epelbaum, V. Krzhizhanovskaya, V. Sheraton

14:10-14:30

A Generative Multi-Agent Framework for Modeling Depressive Language Entrainment

Chris Hoynck van Papendrecht, Debraj Roy, Johan Bollen

14:30-14:50

Formal Theory Construction of Gender Dysphoria

Catherine Guazzone

13:50-14:10

Enhancing Critical Thinking with Multimodal Generative AI

Dalya Alghofaily, Alanoud Alqahtani, Reem Alsahli, Haya Alwizrah, Norah Alghamdi

14:10-14:30

Student Research Achievements through Computational HPC Course Sequences

Karl Frinkle, Mike Morris

14:30-14:50

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

Ejsmont, Krawiec, Zielinski, Porzezynski, Wisniewski, Gepner, Morawski

14:50-15:10

Computational Andragogy: Designing Accountable Practice in Computational Science

David Johnson, Primoz Godec

15:10-15:30

Infusing Computational Science into Computer Science: A Nifty SIMD Assignment

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

15:30-15:50

SEAVEAtk: Building VVUQ Competency for Exascale Computational Science

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

15:50-16:40 Keynote Lecture 6

16:40-17:00 Farewell Session

09:50-10:20 Coffee Break

12:30-13:50 Lunch

17:00-17:30 Coffee Break