Program for Tuesday, July 2nd: Talk View

PROGRAM FOR TUESDAY, JULY 2ND: 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

GPU Accelerated Shallow-Water Type Models for Tsunami Modelling

Manuel Castro Díaz

10:40-11:00

Effects of wind on forward and turning flight of flying cars using computational fluid dynamics

T. Magata, A. Takii, M. Yamakawa, Y. Kobayashi, S. Asao, S. Takeuchi

11:00-11:20

Flow Field Analysis in Vortex Ring State using Small Diameter Rotor by Descent Simulation

R. Mori, A. Takii, M. Yamakawa, Y. Kobayashi, S. Asao, S. Takeuchi

11:20-11:40

Specification-Oriented Automatic Design of Topologically Agnostic Antenna Structure

Adrian Bekasiewicz, Mariusz Dzwonkowski, Tom Dhaene, Ivo Couckuyt

11:40-12:00

Accurate Post-Processing of Spatially-Separated Antenna Measurements Realized in Non-Anechoic

Adrian Bekasiewicz, Vorya Waladi, Tom Dhaene, Bartosz Czaplewski

12:00-12:20

Computational modelling of complex multiphase behavior of environmentally-friendly materials for sustainable technological

A. Akshayveer, F. Buroni, R. Melnik, L. Rodriguez-Tembleque, A. Saez

10:40-11:00

Strategic Promotional Campaigns for Sustainable Behaviors: Maximizing Influence in Competitive Complex

Arkadiusz Lipiecki

11:00-11:20

From Fine-grained to Refined: APT Malware Knowledge Graph Construction and Attribution Analysis Driven by Multi-stage Graph

Rongqi Jing, Zhengwei Jiang, Qiuyun Wang, Shuwei Wang, Hao Li, Xiao Chen

11:20-11:40

BiWeighted Regular Grid Graphs - A New Class of Graphs for Which Graph Spectral Clustering is Applicable in Analytical

M. Kłopotek, S.T. Wierzchon, B. Starosta, D. Czerski, P. Borkowski

11:40-12:00

Simulation Model for Application of the SDN Concept in IMS/NGN Network Transport Stratum

Sylwester Kaczmarek, Maciej Sac, Jakub Adrych

12:00-12:20

Beneath the Facade of IP Leasing: Graph-Based Approach for Identifying Malicious IP Blocks

Zhenni Liu, Yong Sun, Zhao Li, Jiangyi Yin, Qingyun Liu

10:40-11:00

Estimating soil hydraulic parameters for unsaturated flow using Physics-Informed Neural Networks

Sai Karthikeya Vemuri, Tim Büchner, Joachim Denzler

11:00-11:20

Generative modeling of Sparse Approximate Inverse Preconditioners

Mou Li, He Wang, Peter Jimack

11:20-11:40

Solving Coverage Problem by Self-organizing Wireless Sensor Networks: (ϵ,h)-Learning Automata Collective Behavior

F. Seredynski, M. Szaban, J. Skaruz, P. Switalski, M. Seredynski

11:40-12:00

Local Attention Augmentation for Chinese Spelling Correction

Shuo Wang, Chaodong Tong, Kun Peng, Lei Jiang

10:40-11:00

Cost-Efficient Multi-Objective Design of Miniaturized Microwave Circuits Using Machine Learning and Artificial Neural

Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson

11:00-11:20

Expedited Machine-Learning-Based Global Design Optimization of Antenna Systems Using Response Features and Multi-Fidelity EM

Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson

11:20-11:40

Multiobjective Optimization of Complete Coverage and Path Planning

Krzysztof Trojanowski, Artur Mikitiuk, Jakub Grzeszczak, Frederic Guinand

11:40-12:00

Deep Neural Network for Constraint Acquisition through Tailored Loss Function

Eduardo Vyhmeister, Rocio Paez, Gabriel G. Castane

10:40-11:00

Large Language Models for Binary Health-Related Question Answering: A Zero- and Few-Shot Evaluation

Marcos Fernández Pichel, David Losada, Juan C. Pichel

11:00-11:20

Federated Learning on Transcriptomic Data: Model Quality and Performance Trade-offs

Anika Hannemann, Jan Ewald, Leo Seeger, Erik Buchmann

11:20-11:40

Understanding Survival Models through Counterfactual Explanations

Alabdallah, Jakubowski, Pashami, Bobek, Ohlsson, Rognvaldsson, Nalepa

11:40-12:00

Modelling information perceiving within clinical decision support using inverse reinforcement

Ashish Tara Shivakumar Ireddy, Sergey Valerievich Kovalchuk

12:00-12:20

Focal-based Deep Learning model for automatic arrhythmia diagnosis

Abir Boulif, Bouchra Ananou, Mustapha Ouladsine, Stéphane Delliaux

10:40-11:00

Numerical Studies on Coupled Stokes-Transport Systems for Mantle Convection

Ponsuganth Ilangovan, Eugenio D'Ascoli, Nils Kohl, Marcus Mohr

11:00-11:20

Low-ordered Orthogonal Voxel Finite Element with int8-Tensor Core for GPU-based Explicit Elastic Wave Propagation

Tsuyoshi Ichimura, Kohei Fujita, Muneo Hori, Lalith Maddegedara

11:20-11:40

The Research Repository for Data and Diagnostics (R2D2): An Online Database Software System for High Performance Computing and Cloud-based Satellite Data Assimilation

Lingerfelt et.al

11:40-12:00

Development of an Estimation Method for the Seismic Motion Reproducibility of a Three-dimensional Ground Structure Model by combining Surface-observed Seismic Motion and Three-dimensional Seismic Motion

T. Ichimura, K. Fujita, R. Kusakabe, H. Fujiwara, M. Hori, L. Maddegedara

12:00-12:20

Robustness and Accuracy in Pipelined Biconjugate Gradient Stabilized Method: A Comparative Study

Roman Iakymchuk, Mykhailo Havdiak, Jose I. Aliaga

10:40-11:00

Representation learning in multiplex graphs: Where and how to fuse information?

Piotr Bielak, Tomasz Kajdanowicz

11:00-11:20

Threshold Optimization in Constructing Comparative Network Models: A Case Study on Enhancing Laparoscopic Surgical Skill Assessment with Edge

Saiteja Malisetty, Elham Rastegari, Ka-Chun Siu, Hesham Ali

11:20-11:40

Graph Vertex Embeddings: Distance, Regularization and Community Detection

R. Nowak, A. Małkowski, D. Cieślak, P. Sokół, P. Wawrzyński

11:40-12:00

A Robust Network Model for Studying Microbiomes in Precision Agriculture Applications

Suyeon Kim, Ishwor Thapa, Hesham Ali

12:00-12:20

A graph-theory based fMRI analysis

Barillaro, Milano, Caligiuri, Dalenberg, Agapito, Biehl, Cannataro

12:20-12:40

A pipeline for the Analysis of Multilayer Brain Networks

Ilaria Lazzaro, Marianna Milano, Mario Cannataro

12:20-12:50

A Novel Iterative Decoding for Iterated Codes Using Classical and Convolutional Neural Networks

Bartosz Czaplewski, Marek Blok

Calculation of the Sigmoid Activation Function in FPGA Using Rational Fractions

Anatoliy Sergiyenko, Pavlo Serhiienko, Sergii Telenyk, Grzegorz Nowakowski

Towards an in-depth detection of malware using distributed QCNN

Grégoire Barrué, Tony Quertier

Exploring Apple Silicon's Potential from Simulation and Optimization Perspective

Karol Struniawski, Aleksandra Konopka, Ryszard Kozera

Simulation and Detection of Healthcare Fraud in German Inpatient Claims Data

Bernhard Schrupp, Kai Klede, René Raab, Björn Eskofier

Kernel-based learning with guarantees for multi-agent applications

Krzysztof Kowalczyk, Paweł Wachel, Cristian R. Rojas

Towards a Framework for Multimodal Creativity States Detection from Emotion, Arousal, and Valence

Sepideh Kalatehseifari, Sanaz Nikghadam Hojjati, Jose Barata

Energy Efficiency of Multithreaded WZ Factorization with the use of OpenMP and OpenACC on CPU and

Jaroslaw Bylina, Beata Bylina

PCA dimensionality reduction for categorical data

Aleksander Denisiuk

From HPC to Edge Computing: A new Paradigm in Forest Fire Spread Simulation

Carlos Carrillo, Tomàs Margalef, Antonio Espinosa, Ana Cortés

Towards a generation of Digital Twins in Healthcare of Ischaemic and Haemorrhagic Stroke

Alfons Hoekstra, Henk Marquering

Unwinding DNA Strands by Single-Walled Carbon Nanotubes: Molecular docking and MD simulation

Ghazal Borhan, Mehdi Sahihi

Fast simulations in augmented reality

M. Ksyta, W. Kordylewski, M. Łoś, P. Gurgul, M. Paszynski

Deep neural networks for assessing financial status of companies: Binary and Multi-class approach

Wojciech Domski, Sebastian Tomczak

Automatic kernel construction during the neural network learning by modified fast singular value

Norbert Jankowski, Grzegorz Dudek

Plasma-assisted air cleaning decreases COVID-19 infections in a primary school: Modelling and experimental

Tika van Bennekum, Marie Colin, Valeria Krzhizhanovskaya, Daniel Bonn

Data augmentation to improve molecular subtype prognosis prediction in breast cancer

L. Franco, F.J. Moreno Barea, J.M. Jerez, N. Ribelles, E. Alba

Enhancing Lifetime Coverage in Wireless Sensor Networks: A Learning Automata Approach

Jakub Gąsior

Coupling PIES and PINN for Solving Two-Dimensional Boundary Value Problems via Domain Decomposition

Krzysztof Szerszen, Eugeniusz Zieniuk

Logical functions on a single product unit}

Iris Kahl, Babette Dellen, Uwe Jaekel

Adaptive Sampling Noise Mitigation Technique for Feedback-based Quantum Algorithms

Salahuddin Abdul Rahman, Henrik Clausen, Özkan Karabacak, Rafal Wisniewski

CARENET | A Clinical Analysis and Reporting Enhancement Network

Shashikiran Salavath, Steven Tran, Theresa Walunas

Global induction of oblique survival trees

Malgorzata Kretowska, Marek Kretowski

Evaluating the Impact of Incorporating Natural Elements into Urban Environments Using PBP Methodology in Immersive Virtual

Cleiton Ferreira, Francisco Escámez

S3LLM: Large-Scale Scientific Software Understanding with LLMs using Source, Metadata, and Document

K. Shaik, D. Wang, W. Zheng, Q. Cao, H. Fan, P. Schwartz, Y. Feng

Rapid and Rigorous Learning Simulation Methodology with High Accuracy for Electronic and Optical

Martin Veresko, Yu Liu, Daqing Hou, Ming-Cheng Cheng

Improving infectious disease transmission mechanisms in models

Arindam Saha, Maziar Ghorbani, Derek Groen

13:50-14:40

Big Data Assimilation Revolutionizing Numerical Weather Prediction Using Fugaku

Takemasa Miyoshi

14:50-15:10

HarVI: Real-time intervention planning for coronary artery disease using machine learning

Cyrus Tanade, Amanda Randles

15:10-15:30

Velocity Temporal Shape Affects Simulated Flow in Left Coronary Arteries

Justen Geddes, Cyrus Tanade, William Ladd, Nusrat Sadia Khan, Amanda Randles

15:30-15:50

A "Virtual Clinical Trial” for evaluation of intelligent monitoring of exacerbation level for COPD

M. Hallaj, A. Wong, F. Epelde, M. Taboada, D. Rexachs, E. Luque

15:50-16:10

A working week simulation approach to forecast personal well-being

Derek Groen, Shivank Khullar, Moqi Groen-Xu, Rumyana Neykova

16:10-16:30

Integrating Health Facility Density into Route Pruning Algorithms: A Case Study in South Sudan

Alireza Jahani, Derek Groen, Diana Suleimenova, Maziar Ghorbani, Yani Xue

14:50-15:10

Optimizing BIT1, a Particle-in-Cell Monte Carlo Code, with OpenMP/OpenACC and GPU Acceleration

J. Williams, F. Liu, D. Tskhakaya, S. Costea, A. Podolnik, S. Markidis

15:10-15:30

GPU-Accelerated Finite-Difference Time-Domain Solver for Electromagnetic Differential Equations

Mohammadreza Hoseinyfarahabady, Albert Zomaya

15:30-15:50

DAI: How pre-computation speeds up data analysis

Kira Duwe, Michael Kuhn

15:50-16:10

Agent Based Simulation as an effective way for HPC I/O system tuning

D. Encinas, M. Naiouf, A. De Giusti, R. Bond, S. Méndez, D. Rexachs, E. Luque

16:10-16:30

PGAS Data Structure for Unbalanced Tree-Based Algorithms at Scale

Guillaume Helbecque, Tiago Carneiro, Nouredine Melab, Jan Gmys, Pascal Bouvry

14:50-15:10

Enhancing a Hierarchical Evolutionary Strategy Using the Nearest-Better Clustering

Hubert Guzowski, Maciej Smołka, Libor Pekař

15:10-15:30

Investigating Guiding Information for Adaptive Collocation Point Sampling in PINNs

Jose Ignacio Lopez Florido, He Wang, Amirul Khan, Peter Jimack

15:30-15:50

Accelerating training of Physics Informed Neural Network for 1D PDEs with Hierarchical Matrices

Mateusz Dobija, Anna Paszynska, Carlos Uriarte, Maciej Paszynski

15:50-16:10

On the numerical performance of a Discontinuous Deep Ritz Method for PDEs with discontinuities in the data and

Ángel Javier Omella, Magdalena Strugaru, David Pardo, Ignacio Muga

16:10-16:30

Goal-Oriented Adaptivity Using Artificial Neural Networks

Carlos Uriarte, David Pardo, Victor M. Calo, Jamie Taylor, Ignacio Muga

14:50-15:10

Efficient Search Algorithms for the Restricted Longest Common Subsequence Problem

M. Djukanović, A. Kartelj, T. Eftimov, J. Reixach, C. Blum

15:10-15:30

Hypergraph Clustering With Path-Length Awareness

Julien Rodriguez, Francois Galea, François Pellegrini, Lilia Zaourar

15:30-15:50

GraphMesh: Geometrically Generalized Mesh Refinement using GNNs

Ainulla Khan, Moyuru Yamada, Abhishek Chikane, Manohar Kaul

15:50-16:10

Single-Scattering and Multi-Scattering in Real-time Volumetric Rendering of Clouds

Mikołaj Bajkowski, Dominik Szajerman

16:10-16:30

Automatic Gradient Estimation for Calibrating Crowd Models with Discrete Decision Making

Philipp Andelfinger, Justin N. Kreikemeyer

16:30-16:50

Best of both worlds: solving the Cyclic Bandwidth problem by combining pre-existing knowledge and Constraint Programming

Guillaume Fertin, Eric Monfroy, Claudia Vasconcellos-Gaete

14:50-15:10

Local sensitivity analysis of a closed-loop in silico model of the human baroregulation.

K. Tlalka, H. Saxton, I. Halliday, X. Xu, D. Taylor, A. Narracott, M. Malawski

15:10-15:30

Modelling of practice sharing in complex distributed healthcare system

Chao Li, Olga Petruchik, Elizaveta Grishanina, Sergey Kovalchuk

15:30-15:50

The Past Helps The Future: Coupling Differential Equations with Machine Learning Methods to Model Epidemic

Yulia Abramova, Vasiliy Leonenko

15:50-16:10

Healthcare Resilience Evaluation Using Novel Multi-Criteria Method

Jarosław Wątróbski, Aleksandra Bączkiewicz, Iga Rudawska

16:10-16:30

Graph-Based Data Representation and Prediction in Medical Domain Tasks Using Graph Neural Networks

Sofiia Vdovkina, Ilya Derevitskii, Levon Abramyan

14:50-15:10

Residential building semantic segmentation based on deep network architecture for the evaluation of the development of suburban

Agnieszka Łysak, Marcin Luckner

15:10-15:30

Analysing Urban Transport Using Synthetic Journeys

Marcin Luckner, Przemysław Wrona, Maciej Grzenda, Agnieszka Łysak

15:30-15:50

LoRaWAN Infrastructure Design and Implementation for Soil Moisture Monitoring: A Real-World Practical

Erika Pamela Silva Gómez, Sang Guun Yoo

15:50-16:10

SOCXAI: Leveraging CNN and SHAP Analysis for Battery SOC Estimation and Anomaly Detection

Hidouri, Arbaoui, Samet, Ayadi, Mesbahi, Boné, de Bertrand de Beuvron

16:10-16:30

Towards Detection of Anomalies in Automated Guided Vehicles Based on Telemetry Data

Benecki, Kostrzewa, Drewniak, Shubyn, Grzesik, Sunderam, Mrozek

16:30-16:50

Analysis of Marker and SLAM-based Tracking for Advanced Augmented Reality (AR)-based Flight

O.J. Nwobodo, G.S. Kuaban, T. Kukuczka, K. Wereszczynski, K. Cyran

14:50-15:10

Adaptive multi-level algorithm for nonlinear problems

Eun-Jae Park

15:10-15:30

A backward-characteristics monotonicity preserving method for stiff transport problems

Ilham Asmouh, Abdelouahed Ouardghi

15:30-15:50

A three-dimensional fluid-structure interaction model for platelet aggregates based on porosity-dependent neo-Hookean

Yue Hao, Alfons G. Hoekstra, Gábor Závodszky

15:50-16:10

Modeling of Turbulent Flow over 2D Backward-Facing Step Using Generalized Hydrodynamic Equations

Alex Fedoseyev

16:10-16:30

Simulation of droplet dispersion from coughing with consideration of face mask motion

Takii, Miyoshi, Yamakawa, Kobayashi, Asao, Takeuchi, Tsubokura

17:00-17:20

An Asymptotic Parallel Linear Solver and Its Application to Direct Numerical Simulation for Compressible

Yokokawa et.al

17:20-17:40

MPI4All: Universal Binding Generation for MPI Parallel Programming

César Piñeiro, Álvaro Vázquez, Juan Carlos Pichel

17:40-18:00

Computational aspects of homogeneous approximations of nonlinear systems

Marcin Korzeń, Grigory Sklyar, Svetlana Ignatovich, Jarosław Woźniak

18:00-18:20

Elimination of Computing Singular Surface Integrals in the PIES Method through Regularization for Three-Dimensional Potential

Krzysztof Szerszen, Eugeniusz Zieniuk

18:20-18:40

Solving multi-connected BVPs with uncertainly defined complex shapes

Andrzej Kużelewski, Eugeniusz Zieniuk, Marta Czupryna

18:40-19:00

TR-Based Antenna Design with Forward FD: the Effects of Step Size on the Optimization Performance

Adrian Bekasiewicz, Slawomir Koziel, Tom Dhaene, Marcin Narloch

17:00-17:20

Toward Real-time Solar Content-based Image Retrieval

Rafal Grycuk, Rafal Scherer, Giorgio De Magistris, Christian Napoli

17:20-17:40

Evolutionary Neural Architecture Search for 2D and 3D Medical Image Classification

Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhasssane Idoumghar

17:40-18:00

From Sound to Map: Predicting Geographic Origin in Traditional Music Works

Daniel Kostrzewa, Paweł Grabczyński

18:00-18:20

Semi-supervised Malicious Domain Detection Based on Meta Pseudo Labeling

Yi Gao, Fangfang Yuan, Jinglin Yang, Dakui Wang, Cong Cao, Yanbing Liu

18:20-18:40

Evaluating R-CNN and YOLO V8 for Megalithic Monument Detection in Satellite Images

Ariele Camara, Ana Maria de Almeida, João Oliveira, Daniel Marçal

17:00-17:20

On the Training Efficiency of Shallow Architectures for Physics Informed Neural Networks

Rishi J, Azhar Gafoor, Sumanth Kumar, Deepak Subramani

17:20-17:40

Adaptive Deep Fourier Residual method for solving PDEs on polygonal domains

Manuela Bastidas, Jamie Taylor, David Pardo

17:40-18:00

Active learning on ensemble machine-learning model to retrofit buildings under seismic mainshock-aftershock

Neda Asgarkhani, Farzin Kazemi, Robert Jankowski

18:00-18:20

Towards efficient deep autoencoders for multivariate time series anomaly detection

Marcin Pietroń, Dominik Żurek, Kamil Faber, Roberto Corizzo

18:20-18:40

Solving Sparse Linear Systems on Large Unstructured Grids with Graph Neural Networks: Application to solve the Poisson's equation in Hall-Effect Thrusters

Gabriel Vigot

17:00-17:20

Adaptive Hyperparameter Tuning within Neural Network-based Efficient Global Optimization

T. Jeong, P. Koratikere, L. Leifsson, S. Koziel, A. Pietrenko-Dabrowska

17:20-17:40

Parameter Tuning of the Firefly Algorithm by Standard Monte Carlo and Quasi-Monte Carlo Methods

Geethu Joy, Christian Huyck, Xin-She Yang

17:40-18:00

Adaptive Sampling for Non-intrusive Reduced Order Models Using Multi-Task Variance

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

18:00-18:20

Gradient method for solving singular optimal control problems

Mariusz Bodzioch

18:20-18:40

Modeling the Dynamics of a Multi-Planetary System with Anisotropic Mass Variation

Alexander Prokopenya, Mukhtar Minglibayev, Aiken Kosherbayeva

18:40-19:00

A novel bandwidth occupancy forecasting method for optical networks

P. Krysztofik, B. Grzelak, P. Sliwka, S. Sujecki, S. Kozdrowski

17:00-17:20

Combining Convolution and Involution for the Early Prediction of Chronic Kidney Disease

Hadrien Salem, Slim Hammadi, Sarah Ben Othman, Marc Broucqsault

17:20-17:40

Visual Explanations and Perturbation-Based Fidelity Metrics for Feature-Based Models

Maciej Mozolewski, Szymon Bobek, Grzegorz J. Nalepa

17:40-18:00

Brain Tumor Segmentation Using Ensemble CNN-Transfer Learning Models: DeepLabV3plus and ResNet50

Shoffan Saifullah, Rafal Drezewski

18:00-18:20

Development of a VTE prediction model based on automatically selected features in glioma patients

S. Leontev, M. Simakova, V. Lukinov, K. Pishchulov, L. Abramyan

18:20-18:40

Segmentation of Cytology Images to Detect Cervical Cancer Using Deep Learning Techniques

Betelhem Wubineh, Andrzej Rusiecki, Krzysztof Halawa

17:00-17:20

A Framework for Intelligent Generation of Intrusion Detection Rules Based on Grad-CAM

Xingyu Wang, Huaifeng Bao, Wenhao Li, Haoning Chen, Wen Wang, Feng Liu

17:20-17:40

BotRGA: Neighborhood-Aware Twitter Bot Detection with Relational Graph Aggregation

Weiguang Wang, Qi Wang, Tianning Zang, Xiaoyu Zhang, Lu Liu

17:40-18:00

Automated prediction of air pollution conditions in environment monitoring systems

D. Białka, M. Zajęcka, A. Brzoza-Zajęcka, T. Pełech-Pilichowski

18:00-18:20

uChaos: Moving Chaos Engineering To IoT Devices

Wojciech Kalka, Tomasz Szydlo

17:00-17:20

Capillary pressure of binary mixtures in porous media: a pore-scale simulation study

Ronghao Cui, Shuyu Sun

17:20-17:40

Implementation of the QGD algorithm using AMR technology and GPU parallel computing

Ivan But, Andrey Epikhin, Maria Kirushina, Tatiana Elizarova

17:40-18:00

Numerical Results and Convergence of Some Inf-Sup Stable Elements for the Stokes Problem with Pressure Dirichlet Boundary

Huoyuan Duan, Xianliang Wu

18:00-18:20

Unstructured flux-limiter convective schemes for simulation of transport phenomena in two-phase

Nestor Vinicio Balcazar Arciniega, Joaquim Rigola, Assensi Oliva

18:20-18:40

Non-equilibrium molecular dynamics investigation on the permeation characteristics of hydrogen in amorphous

Jingfa Li, Dukui Zheng, Bo Yu, Zhiqiang Huang, Yindi Zhang, Yafan Yang

10:10-10:40 Coffee Break

12:50-13:50 Lunch

16:30-17:00 Coffee Break