Program for Tuesday, June 21st: Talk View

PROGRAM FOR TUESDAY, JUNE 21ST: 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

09:00-09:20 Opening Session

09:20-10:10

Modelling and Simulation to Inform Policy Responses to Global Threats: Lessons from COVID-19

Neil Ferguson

10:40-12:20

ChemTab: A Physics Guided Chemistry Modeling Framework

Amol Salunkhe, Dwyer Deighan, Paul E. Desjardin, Varun Chandola

10:40-12:20

Interval modification of the fast PIES in solving 2D potential BVPs with uncertainly defined polygonal boundary

Andrzej Kużelewski, Eugeniusz Zieniuk, Marta Czupryna

10:40-12:20

Iterative solution for the narrow passage problem in motion planning

Jakub Szkandera, Ivana Kolingerova

10:40-12:20

Enhancing computational steel solidification by a nonlinear transient thermal model

Fatima-Ezzahrae Moutahir, Youssef Belhamadia, Mofdi El-Amrani, Mohammed Seaid

10:40-12:20

n-type B-N co-doping and N Doping in diamond from first principles

Delun Zhou, Lin Tang, Jinyu Zhang, Yan Wang, Ruifeng Yue

10:40-12:20

Developing an ELM Ecosystem Dynamics Model on GPU with OpenACC

Peter Schwartz, Dali Wang, Fengming Yuan, Peter Thornton

10:40-12:20

Batch QR Factorization on GPUs: Design, Optimization, and Tuning

Ahmad Abdelfattah, Stanimire Tomov, Jack Dongarra

10:40-12:20

Towards a Scalable Set Similarity Join using MapReduce and LSH

Sébastien Rivault, Mostafa Bamha, Sophie Robert, Sébastien Limet

10:40-12:20

Calculation of Cross-correlation Function Accelerated by Tensor Cores with TensorFloat-32 precision on Ampere

Yuma Kikuchi, Kohei Fujita, Tsuyoshi Ichimura, Muneo Hori, Lalith Maddegedara

10:40-12:20

TROPHY: Trust Region Optimization Using a Precision Hierarchy

R. Clancy, M. Menickelly, J. Hückelheim, P. Hovland, P. Nalluri, R. Gjini

10:40-12:20

Optimization-free Inverse Design of High-Dimensional Nanoparticle Electrocatalysts using Multi-Target Machine

Sichao Li, Jonathan Yik Chang Ting, Amanda S. Barnard

10:40-12:20

Time-marching DPG scheme and adaptivity for transient partial differential equations

Judit Muñoz-Matute, Leszek Demkowicz, David Pardo

10:40-12:20

Learning optimal test functions for goal-oriented FEM

I. Muga, I. Brevis, K. van der Zee, O. Rodriguez, D. Pardo

10:40-12:20

Characterising Metallic Nanoparticle Surfaces Using Unsupervised Machine Learning

Jonathan Yik Chang Ting, Amanda Barnard

10:40-12:20

Application of the hierarchic memetic strategy HMS in neuroevolution

Mateusz Sokół, Maciej Smołka

10:40-12:20

Multi-Criterial Design of Antennas with Tolerance Analysis Using Response-Feature Predictors

Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson

10:40-12:20

Analysis of parameters distribution of EEG signals for five epileptic seizure phases modeled by duﬃng Van der Pol

Beata Szuflitowska, Przemyslaw Orlowski

10:40-12:20

Approach to Imputation Multivariate Missing Data of Urban Buildings by Chained Equations Based on Geospatial

Alexander Khrulkov, Margarita Mishina, Sergey Mityagin

10:40-12:20

Non-Generic Case of Leap-Frog for Optimal Knots Selection in Fitting Reduced Data

Ryszard Kozera, Lyle Noakes

10:40-12:20

Expedited Optimization of Passive Microwave Devices Using Gradient Search and Principal Directions

Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson

10:40-12:20

Consensus algorithm for bi-clustering analysis

Paweł Foszner, Wojciech Łabaj, Andrzej Polański, Michał Staniszewski

10:40-12:20

Competition and Cooperation Mechanisms for Collective Behavior in Large Multi-Agent Systems

Franciszek Seredyński, Tomasz Kulpa, Rolf Hoffmann

10:40-12:20

Enhancing Decision Combination in Classifier Committee via Positional Voting

Jacek Trelinski, Bogdan Kwolek

10:40-12:20

Neuro-symbolic Models for Sentiment Analysis

Kocoń et.al

10:40-12:20

Characterization of Foam‑Assisted Water-Gas Flow via Inverse Uncertainty Quantification Techniques

Brandão de Miranda et.al

10:40-12:20

Parallel fluid-structure interaction simulation

Meng-Huo Chen

10:40-12:20

DNS of mass transfer in bi-dispersed bubble swarms

Nestor Vinicio Balcazar Arciniega, Joaquim Rigola, Assensi Oliva

10:40-12:20

Adaptive Deep Learning Approximation for Allen-Cahn Equation

Huiying Xu, Jie Chen, Fei Ma

10:40-12:20

Numerical simulation of an infinite array of airfoils with a finite span

Takahiro Ikeda, Masashi Yamakawa, Shinichi Asao, Seiichi Takeuchi

10:40-12:20

Long timescale ensemble simulation in molecular dynamics: Application to ligand-protein interactions in three SARS-CoV-2

Agastya P. Bhati, Art Hoti, Peter V. Coveney

10:40-12:20

On the deep active subspace method

Wouter Edeling

10:40-12:20

Multilevel Delayed Acceptance MCMC: Cascading Distributions, Variance Reduction and Adaptive Error

Mikkel Lykkegaard, Tim Dodwell, Colin Fox, Grigorios Mingas, Robert Scheichl

10:40-12:20

Forward Uncertainty Quantification and Sensitivity Analysis of the Holzapfel-Ogden Model for the Left Ventricular Passive

de Oliveira Santos et.al

10:40-12:20

Automated variance-based sensitivity analysis of a heterogeneous atomistic-continuum system

Kevin Bronik, Werner Muller Roa, Maxime Vassaux, Wouter Edeling, Peter Coveney

12:20-12:50

Particle Swarm Optimization Configures the Route Minimization Algorithm

Jastrzab, Myller, Tulczyjew, Blocho, Ryczko, Kawulok, Nalepa

Applying machine learning to predict behaviorof bus transport in Warsaw, Poland

Łukasz Pałys, Maria Ganzha, Marcin Paprzycki

Relativitization: a social simulation framework in 4D relativistic spacetime

Kwun Hang Lai

Pseudo-Newton Method with Fractional Order Derivatives

Krzysztof Gdawiec, Agnieszka Lisowska, Wiesław Kotarski

Practical Aspects of Zero-Shot Learning

Marcin Paprzycki, Maria Ganzha, Elie Saad

Acceleration of interval PIES computations using interpolation of kernels with uncertainly defined boundary

Eugeniusz Zieniuk, Marta Czupryna, Andrzej Kużelewski

CXR-FL: Deep Learning-based Chest X-ray Image Analysis Using Federated Learning

F. Ślazyk, P. Jabłecki, A. Lisowska, M. Malawski, S. Plotka

PIES with trimmed surfaces for solving elastoplastic boundary problems

Agnieszka Boltuc, Eugeniusz Zieniuk

Linear computational cost implicit variational splitting solver with non-regular material data for parabolic

Paweł Maczuga, Maciej Paszynski, Victor Calo

A Hadamard matrix-based algorithm to evaluate the strength of binary sequences

Amparo Fuster-Sabater, Veronica Requena, Sara D. Cardell

PDU: Experiment-driven phase distortion unraveling function for practical quantum error correction

Krzysztof Werner, Kamil Wereszczyński, Agnieszka Michalczuk

Wide ensembles of neural networks in music genre classification

Daniel Kostrzewa, Robert Brzeski, Wojciech Mazur

MultiEmo: Language-agnostic Sentiment Analysis

P. Miłkowski, M. Gruza, P. Kazienko, J. Szołomicka, S. Woźniak, J. Kocoń

Boundary geometry fitting with Bézier curves in PIES based on automatic differentiation

Krzysztof Szerszen, Eugeniusz Zieniuk

Auto-scaling of scientific workflows in Kubernetes

Bartosz Balis, Andrzej Bronski, Mateusz Szarek

Mobile game evaluation method based on data mining of affective time-series

J. Ochab, P. Węgrzyn, P. Witaszczyk, D. Drążyk, G. Nalepa

Camp Location Selection in Humanitarian Logistics: A Multiobjective Simulation Optimization Approach

Xue, Li, Arabnejad, Suleimenova, Geiger, Jahani, Wang, Liu, Groen

A Unified Sense Inventory for Word Sense Disambiguation in Polish

Arkadiusz Janz, Agnieszka Dziob, Marcin Oleksy, Joanna Baran

Post-Error Correction for Quantum Annealing Processor using Reinforcement Learning

T. Śmierzchalski, Ł. Pawela, Z. Puchała, T. Trzciński, B. Gardas

Machine-learning classification of short-term memory tasks in ROI-based fMRI data

M. Tutajewski, I. Sieradzki, J. Ochab, A. Ceglarek, I. Podolak, P. Oświęcimka

The importance of Scaling for an Agent Based Model: an illustrative case study with COVID-19 in

Sarah Wise, Sveta Milusheva, Sophie Ayling

AI Classifications Applied to Neuropsychological Trials in Normal Individuals That Predict Progression to Cognitive

Andrzej W. Przybyszewski

Deep Neural Networks and Smooth Approximation of PDEs

Kamil Doległo, Maciej Paszynski, Leszek Demkowicz

A Machine Learning Framework for Fetal Arrhythmia Detection via Single ECG Electrode

Dawlat Al-Saadany, Omneya Attallah, Khaled Elzaafarany, A.A.A Nasser

Framework for developing quantitative agent-based models based on qualitative expert knowledge: an organized crime

Frederike Oetker, Rick Quax, Paul Duijn, Peter Sloot

13:50-14:40

Big AI: Blending Artificial Intelligence and Physics-based Approaches to Build Virtual Humans

Peter Coveney

14:50-16:30

Developing a Scalable Agent-Based Model of 3D Tumor Growth

Cyrus Tanade, Sarah Putney, Amanda Randles

14:50-16:30

Establishing metrics to quantify underlying structure in vascular red blood cell distributions

Sayan Roychowdhury, Erik W. Draeger, Amanda Randles

14:50-16:30

Exploring Ductal Carcinoma In-Situ to Invasive Ductal Carcinoma Transitions Using Energy Minimization

Vivek M Sheraton, Shijun Ma

14:50-16:30

Weakly-supervised cell classification for effective High Content Screening

Adriana Borowa, Szczepan Kruczek, Jacek Tabor, Bartosz Zieliński

14:50-16:30

An Energy Aware Clustering Scheme for 5G-enabled Edge Computing based IoMT Framework

Paprzycki, Ganzha, Bolanowski, Paszkiewicz, Jitendra Kumar, Kumar

14:50-16:30

A Productive and Scalable Actor-based Programming System for PGAS Applications

Sri Raj Paul, Akihiro Hayashi, Kun Chen, Vivek Sarkar

14:50-16:30

Consistency Fences for Partial Order Delivery to Reduce Latency

Nooshin Eghbal, Paul Lu

14:50-16:30

GPU power capping for energy-performance trade-offs in training of Deep Convolutional Neural Networks for image

Adam Krzywaniak, Pawel Czarnul, Jerzy Proficz

14:50-16:30

Elastic Resource Allocation based on Dynamic Perception of Operator Influence Domain in Distributed Stream

Fan Liu, Weilin Zhu, Weimin Mu, Yun Zhang, Mingyang Li, Ziyuan Zhu, Weiping Wang

14:50-16:30

The new UPC++ DepSpawn high performance library for data-flow computing with hybrid parallelism

Basilio B. Fraguela, Diego Andrade

14:50-16:30

Intracellular Material Transport Simulation in Neurons Using Isogeometric Analysis, Deep Learning and PDE-Constrained

Angran Li, Jessica Zhang

14:50-16:30

Transfer Learning Approach to Prediction of Rate of Penetration in Drilling

Felix James Pacis, Sergey Alyaev, Adrian Ambrus, Tomasz Wiktorski

14:50-16:30

1D Painless Multi-Level Automatic Goal-Oriented h and p Adaptive Strategies using a Pseudo-Dual

F.V. Caro, V. Darrigrand, J. Alvarez-Aramberri, E. Alberdi Celaya, D. Pardo

14:50-16:30

An Adversarial Networks approach for solving Partial Differential Equations

Carlos Uriarte, David Pardo, Judit Μuñoz-Matute, Ignacio Muga

14:50-16:30

Physics Informed RNN-DCT Networks for Time-Dependent Partial Differential Equations

Benjamin Wu, Oliver Hennigh, Jan Kautz, Sanjay Choudhry, Wonmin Byeon

14:50-16:30

Global Design Optimization of Microwave Circuits Using Response Feature Inverse Surrogates

Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson

14:50-16:30

Classification of Soil Bacteria Based on Machine Learning and Image Processing

Konopka et.al

14:50-16:30

Tackling air pollution in cities with modelling and simulation: Remote Group Model Building as an Educational Tool Supporting System Dynamics

Ewa Duda, Agata Sawicka

14:50-16:30

Fast isogeometric analysis simulations of a process of air pollution removal by artificially generated shock

Misan, Ormaniec, Kania, Kozieja, Łoś, Gryboś, Leszczyński, Paszynski

14:50-16:30

GPU accelerated modelling and forecasting for large time series

Christos Filelis-Papadopoulos, John Morrison, Philip O'Reilly

14:50-16:30

Fuzzy logic framework for ontology instance alignment

Marcin Pietranik, Adrianna Kozierkiewicz, Bogumila Hnatkowska

14:50-16:30

Impact of clustering on a synthetic instance generation in imbalanced data streams classification

Ireneusz Czarnowski, Denis Mayr Lima Martins

14:50-16:30

Temporal-Attribute Inference in Social Networks using Dynamic Bayesian Networks

Lihi Idan

14:50-16:30

Collective of base classifiers for mining imbalanced data

Piotr Jedrzejowicz, Joanna Jedrzejowicz

14:50-16:30

Prediction of Ether Prices Using DeepAR and Probabilistic Forecasting

Andras Ferenczi, Costin Badica

14:50-16:30

A lowest-order staggered discontinuous Galerkin method for the Stokes-Darcy model

Lina Zhao, Eun-Jae Park

14:50-16:30

Effective non-linear flow models in fractured porous medium

Martin Dugstad, Kundan Kumar

14:50-16:30

Fast and accurate domain decomposition methods for reduced fracture models with nonconforming time

Thi Thao Phuong Hoang

14:50-16:30

A decoupled, linear, and unconditionally energy stable finite element method for a two-phase ferrohydrodynamics

Xiaoming He

14:50-16:30

Exploration of Modeling and Simulations for Drug Release from PLGA Particles

Yu Sun, Jiangguo Liu, Yan Li

14:50-16:30 Task Parallelism 1

17:00-18:40

FINCH: Domain Specific Language and Code Generation for Finite Element and Finite Volume in Julia

Eric Heisler, Hari Sundar, Aadesh Deshmukh

17:00-18:40

A Deep-learning-based Mesh Refinement Framework for Solving PDEs

Minsung Kim, Jaeseung Lee, Jibum Kim

17:00-18:40

Numerical approximation of the one-way Helmholtz equation using the differential evolution method

Mikhail Lytaev

17:00-18:40

On a New Generalised Iteration Method in the PSO-based Newton-like Method

Ireneusz Gosciniak, Krzysztof Gdawiec

17:00-18:40

Data-driven discovery of time fractional differential equations

Abhishek Kumar Singh, Mani Mehra, Anatoly A. Alikhanov

17:00-18:40

DITA-NCG: Detecting Information Theft Attack Based on Node Communication Graph

Zhenyu Cheng

17:00-18:40

HNOP: Attack Traffic Detection based on Hierarchical Node Hopping Features of Packets

Geng Jinbu, Li Shuhao, Liu Zhicheng, Cheng Zhenyu, Qin Rui

17:00-18:40

Identification of MEEK-Based TOR Hidden Service Access Using the Key Packet Sequence

W. Xuebin, C. Zhipeng, L. Zeyu, H. Wentao, M. Wang, P. Shengli, J. Shi

17:00-18:40

Scaling the PageRank Algorithm for Very Large Graphs on the Fugaku Supercomputer

M. Vandromme, J. Gurhem, M. Tsuji, S.G. Petiton, M. Sato

17:00-18:40

Unveiling User Behavior on Summit Login Nodes as a User

Sean Wilkinson, Ketan Maheshwari, Rafael Ferreira da Silva

17:00-18:40

A Framework for Network Self-evolving based on Distributed Swarm Intelligence

Tian Changbo, Tao Yin, Yongzheng Zhang

17:00-18:40

GAN-based Data Augmentation for prediction improvement using gene expression data in cancer

Francisco J. Moreno-Barea, Jose M. Jerez, Leonardo Franco

17:00-18:40

Data augmentation techniques to improve metabolomic analysis in Niemann-Pick type C disease

Francisco J. Moreno-Barea, Leonardo Franco, David Elizondo, Martin Grootveld

17:00-18:40

Machine Learning models for predicting 30-day readmission of elderly patients using custom target encoding

Nodira Nazyrova, Thierry Chaussalet, Salma Chahed

17:00-18:40

Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine

Grzeszczyk, Satława, Lungu, Swift, Narracott, Hose, Trzcinski, Sitek

17:00-18:40

Sensitivity analysis of a model of lower limb haemodynamics

M. Otta, I. Halliday, J. Tsui, C. Lim, Z. Struzik, A. Narracott

17:00-18:40

Effect of feature discretization on classification performance of explainable scoring-based machine learning

Arkadiusz Pajor, Jakub Żołnierek, Bartłomiej Śnieżyński, Arkadiusz Sitek

17:00-18:40

Development of an Event-Driven System Architecture for Smart Manufacturing

Maksymilian Piechota, Mikołaj Nowak, Dariusz Krol

17:00-18:40

A Sparse Matrix Approach for Covering Large Complex Networks by Cliques

Wali Mohammad Abdullah, Shahadat Hossain

17:00-18:40

Data Allocation based on Neural Similarity Estimation

Ralf Vamosi, Erich Schikuta

17:00-18:40

Intersection Representation of Big Data Networks and Triangle Enumeration

Wali Mohammad Abdullah, David Awosoga, Shahadat Hossain

17:00-18:40

A Simulation Study of the Delayed Effect of Covid-19 Pandemic on Pensions and Welfare of the Elderly: Evidence from

Bożena Mielczarek

17:00-18:40

From Individual to Collective: Intelligence Amplification with Bio-Inspired Decisional DNA and its

Edward Szczerbicki

17:00-18:40

Purchasing decisions on alternative fuel vehicles within the agent-based model

A. Jędrzejewski, K. Sznajd-Weron, J. Pawłowski, A. Kowalska-Pyzalska

17:00-18:40

Divergence of an Observed User Profile and a Simulated Real State of User due to Social

Marcin Maleszka

17:00-18:40

Sentence-level Sentiment Analysis Using GCN on Contextualized Word Representations

Huyen Trang Phan, Ngoc Thanh Nguyen, Zygmunt Mazur, Dosam Hwang

17:00-18:40

Blood Flow Simulation of Left Ventricle with Twisted Motion

Masashi Yamakawa, Yuto Yoshimi, Shinichi Asao, Seiichi Takeuchi

17:00-18:40

Simulation of virus-laden droplets transmitted from lung to lung

Shohei Kishi, Yuta Ida, Masashi Yamakawa, Momoha Nishimura

17:00-18:40

Molecular Dynamics Study on Solubility, Diffusion and Permeation of Hydrogen in Amorphous

Dukui Zheng, Jingfa Li, Bo Yu, Jie Zhao, Zhiqiang Huang

17:00-18:40

Simulation of nearly missing helicopters through the computational fluid dynamics approach

Momoha Nishimura, Masashi Yamakawa

17:00-18:40 Task Parallelism 2

10:10-10:40 Coffee Break

12:50-13:50 Lunch

16:30-17:00 Coffee Break