PROGRAM
Days: Tuesday, June 21st Wednesday, June 22nd Thursday, June 23rd
Tuesday, June 21st
View this program: with abstractssession overviewtalk overview
09:20-10:10 Session 2: Keynote Lecture 1
Location: Eastern Gateway Auditorium
09:20 | Modelling and Simulation to Inform Policy Responses to Global Threats: Lessons from COVID-19 (abstract) |
10:10-10:40Coffee Break
10:40-12:20 Session 3A: MT 1
Location: Eastern Gateway Auditorium
10:40 | ChemTab: A Physics Guided Chemistry Modeling Framework (abstract) |
11:00 | Interval modification of the fast PIES in solving 2D potential BVPs with uncertainly defined polygonal boundary shape (abstract) |
11:20 | Iterative solution for the narrow passage problem in motion planning (abstract) |
11:40 | Enhancing computational steel solidification by a nonlinear transient thermal model (abstract) |
12:00 | n-type B-N co-doping and N Doping in diamond from first principles (abstract) |
10:40-12:20 Session 3B: MT 2
Location: Newton South
10:40 | Developing an ELM Ecosystem Dynamics Model on GPU with OpenACC (abstract) |
11:00 | Batch QR Factorization on GPUs: Design, Optimization, and Tuning (abstract) |
11:20 | Towards a Scalable Set Similarity Join using MapReduce and LSH (abstract) |
11:40 | Calculation of Cross-correlation Function Accelerated by Tensor Cores with TensorFloat-32 precision on Ampere GPU (abstract) |
12:00 | TROPHY: Trust Region Optimization Using a Precision Hierarchy (abstract) |
10:40-12:20 Session 3C: AIHPC4AS 1
Location: Darwin
10:40 | Optimization-free Inverse Design of High-Dimensional Nanoparticle Electrocatalysts using Multi-Target Machine Learning (abstract) |
11:10 | Time-marching DPG scheme and adaptivity for transient partial differential equations (abstract) |
11:30 | Learning optimal test functions for goal-oriented FEM (abstract) |
11:50 | Characterising Metallic Nanoparticle Surfaces Using Unsupervised Machine Learning (abstract) |
12:10 | Application of the hierarchic memetic strategy HMS in neuroevolution (abstract) |
10:40-12:20 Session 3D: COMS 1
Location: Newton North
10:40 | Multi-Criterial Design of Antennas with Tolerance Analysis Using Response-Feature Predictors (abstract) |
11:00 | Analysis of parameters distribution of EEG signals for five epileptic seizure phases modeled by duffing Van der Pol oscillator (abstract) |
11:20 | Approach to Imputation Multivariate Missing Data of Urban Buildings by Chained Equations Based on Geospatial Information (abstract) |
11:40 | Non-Generic Case of Leap-Frog for Optimal Knots Selection in Fitting Reduced Data (abstract) |
12:00 | Expedited Optimization of Passive Microwave Devices Using Gradient Search and Principal Directions (abstract) |
10:40-12:20 Session 3E: CCI 1
Location: Cavendish
10:40 | Consensus algorithm for bi-clustering analysis (abstract) |
11:00 | Competition and Cooperation Mechanisms for Collective Behavior in Large Multi-Agent Systems (abstract) |
11:20 | Enhancing Decision Combination in Classifier Committee via Positional Voting (abstract) |
11:40 | Neuro-symbolic Models for Sentiment Analysis (abstract) |
10:40-12:20 Session 3F: SOFTMAC 1
Location: Mead
10:40 | Characterization of Foam‑Assisted Water-Gas Flow via Inverse Uncertainty Quantification Techniques (abstract) |
11:00 | Parallel fluid-structure interaction simulation (abstract) |
11:20 | DNS of mass transfer in bi-dispersed bubble swarms (abstract) |
11:40 | Adaptive Deep Learning Approximation for Allen-Cahn Equation (abstract) |
12:00 | Numerical simulation of an infinite array of airfoils with a finite span (abstract) |
10:40-12:20 Session 3G: UNEQUIvOCAL 1
Location: Telford
10:40 | Long timescale ensemble simulation in molecular dynamics: Application to ligand-protein interactions in three SARS-CoV-2 targets (abstract) |
11:00 | On the deep active subspace method (abstract) |
11:20 | Multilevel Delayed Acceptance MCMC: Cascading Distributions, Variance Reduction and Adaptive Error Models (abstract) |
11:40 | Forward Uncertainty Quantification and Sensitivity Analysis of the Holzapfel-Ogden Model for the Left Ventricular Passive Mechanics (abstract) |
12:00 | Automated variance-based sensitivity analysis of a heterogeneous atomistic-continuum system (abstract) |
12:20-12:50 Session 4: Poster Session
The paper lineup is the same for all three Poster Sessions.
Location: Newton South
Particle Swarm Optimization Configures the Route Minimization Algorithm (abstract) |
Applying machine learning to predict behaviorof bus transport in Warsaw, Poland (abstract) |
Relativitization: a social simulation framework in 4D relativistic spacetime (abstract) |
Pseudo-Newton Method with Fractional Order Derivatives (abstract) |
Practical Aspects of Zero-Shot Learning (abstract) |
Acceleration of interval PIES computations using interpolation of kernels with uncertainly defined boundary shape (abstract) |
CXR-FL: Deep Learning-based Chest X-ray Image Analysis Using Federated Learning (abstract) |
PIES with trimmed surfaces for solving elastoplastic boundary problems (abstract) |
Linear computational cost implicit variational splitting solver with non-regular material data for parabolic problems (abstract) |
A Hadamard matrix-based algorithm to evaluate the strength of binary sequences (abstract) |
PDU: Experiment-driven phase distortion unraveling function for practical quantum error correction (abstract) |
Wide ensembles of neural networks in music genre classification (abstract) |
MultiEmo: Language-agnostic Sentiment Analysis (abstract) |
Boundary geometry fitting with Bézier curves in PIES based on automatic differentiation (abstract) |
Auto-scaling of scientific workflows in Kubernetes (abstract) |
Mobile game evaluation method based on data mining of affective time-series (abstract) |
Camp Location Selection in Humanitarian Logistics: A Multiobjective Simulation Optimization Approach (abstract) |
A Unified Sense Inventory for Word Sense Disambiguation in Polish (abstract) |
Post-Error Correction for Quantum Annealing Processor using Reinforcement Learning (abstract) |
Machine-learning classification of short-term memory tasks in ROI-based fMRI data (abstract) |
The importance of Scaling for an Agent Based Model: an illustrative case study with COVID-19 in Zimbabwe (abstract) |
AI Classifications Applied to Neuropsychological Trials in Normal Individuals That Predict Progression to Cognitive Decline (abstract) |
Deep Neural Networks and Smooth Approximation of PDEs (abstract) |
A Machine Learning Framework for Fetal Arrhythmia Detection via Single ECG Electrode (abstract) |
Framework for developing quantitative agent-based models based on qualitative expert knowledge: an organized crime use-case (abstract) |
12:50-13:50Lunch
13:50-14:40 Session 5: Keynote Lecture 2
Location: Eastern Gateway Auditorium
13:50 | Big AI: Blending Artificial Intelligence and Physics-based Approaches to Build Virtual Humans (abstract) |
14:50-16:30 Session 6A: MT 3
Location: Eastern Gateway Auditorium
14:50 | Developing a Scalable Agent-Based Model of 3D Tumor Growth (abstract) |
15:10 | Establishing metrics to quantify underlying structure in vascular red blood cell distributions (abstract) |
15:30 | Exploring Ductal Carcinoma In-Situ to Invasive Ductal Carcinoma Transitions Using Energy Minimization Principles (abstract) |
15:50 | Weakly-supervised cell classification for effective High Content Screening (abstract) |
16:10 | An Energy Aware Clustering Scheme for 5G-enabled Edge Computing based IoMT Framework (abstract) |
14:50-16:30 Session 6B: MT 4
Location: Newton South
14:50 | A Productive and Scalable Actor-based Programming System for PGAS Applications (abstract) |
15:10 | Consistency Fences for Partial Order Delivery to Reduce Latency (abstract) |
15:30 | GPU power capping for energy-performance trade-offs in training of Deep Convolutional Neural Networks for image recognition (abstract) |
15:50 | Elastic Resource Allocation based on Dynamic Perception of Operator Influence Domain in Distributed Stream Processing (abstract) |
16:10 | The new UPC++ DepSpawn high performance library for data-flow computing with hybrid parallelism (abstract) |
14:50-16:30 Session 6C: AIHPC4AS 2
Location: Darwin
14:50 | Intracellular Material Transport Simulation in Neurons Using Isogeometric Analysis, Deep Learning and PDE-Constrained Optimization (abstract) |
15:20 | Transfer Learning Approach to Prediction of Rate of Penetration in Drilling (abstract) |
15:40 | 1D Painless Multi-Level Automatic Goal-Oriented h and p Adaptive Strategies using a Pseudo-Dual Operator (abstract) |
16:00 | An Adversarial Networks approach for solving Partial Differential Equations (abstract) |
16:20 | Physics Informed RNN-DCT Networks for Time-Dependent Partial Differential Equations (abstract) |
14:50-16:30 Session 6D: COMS 2
Location: Newton North
14:50 | Global Design Optimization of Microwave Circuits Using Response Feature Inverse Surrogates (abstract) |
15:10 | Classification of Soil Bacteria Based on Machine Learning and Image Processing (abstract) |
15:30 | Tackling air pollution in cities with modelling and simulation: Remote Group Model Building as an Educational Tool Supporting System Dynamics Modelling (abstract) |
15:50 | Fast isogeometric analysis simulations of a process of air pollution removal by artificially generated shock waves (abstract) |
16:10 | GPU accelerated modelling and forecasting for large time series (abstract) |
14:50-16:30 Session 6E: CCI 2
Location: Cavendish
14:50 | Fuzzy logic framework for ontology instance alignment (abstract) |
15:10 | Impact of clustering on a synthetic instance generation in imbalanced data streams classification (abstract) |
15:30 | Temporal-Attribute Inference in Social Networks using Dynamic Bayesian Networks (abstract) |
15:50 | Collective of base classifiers for mining imbalanced data (abstract) |
16:10 | Prediction of Ether Prices Using DeepAR and Probabilistic Forecasting (abstract) |
14:50-16:30 Session 6F: SOFTMAC 2
Location: Mead
14:50 | A lowest-order staggered discontinuous Galerkin method for the Stokes-Darcy model (abstract) |
15:10 | Effective non-linear flow models in fractured porous medium (abstract) |
15:30 | Fast and accurate domain decomposition methods for reduced fracture models with nonconforming time grids (abstract) |
15:50 | A decoupled, linear, and unconditionally energy stable finite element method for a two-phase ferrohydrodynamics model (abstract) |
16:10 | Exploration of Modeling and Simulations for Drug Release from PLGA Particles (abstract) |
16:30-17:00Coffee Break
17:00-18:40 Session 7A: MT 5
Location: Eastern Gateway Auditorium
17:00 | FINCH: Domain Specific Language and Code Generation for Finite Element and Finite Volume in Julia (abstract) |
17:20 | A Deep-learning-based Mesh Refinement Framework for Solving PDEs (abstract) |
17:40 | Numerical approximation of the one-way Helmholtz equation using the differential evolution method (abstract) |
18:00 | On a New Generalised Iteration Method in the PSO-based Newton-like Method (abstract) |
18:20 | Data-driven discovery of time fractional differential equations (abstract) |
17:00-18:40 Session 7B: MT 6
Location: Newton South
17:00 | DITA-NCG: Detecting Information Theft Attack Based on Node Communication Graph (abstract) |
17:20 | HNOP: Attack Traffic Detection based on Hierarchical Node Hopping Features of Packets (abstract) |
17:40 | Identification of MEEK-Based TOR Hidden Service Access Using the Key Packet Sequence (abstract) |
18:00 | Scaling the PageRank Algorithm for Very Large Graphs on the Fugaku Supercomputer (abstract) |
18:20 | Unveiling User Behavior on Summit Login Nodes as a User (abstract) |
18:40 | A Framework for Network Self-evolving based on Distributed Swarm Intelligence (abstract) |
17:00-18:40 Session 7C: CompHealth 1
Location: Darwin
17:00 | GAN-based Data Augmentation for prediction improvement using gene expression data in cancer (abstract) |
17:20 | Data augmentation techniques to improve metabolomic analysis in Niemann-Pick type C disease (abstract) |
17:40 | Machine Learning models for predicting 30-day readmission of elderly patients using custom target encoding approach (abstract) |
18:00 | Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning (abstract) |
18:20 | Sensitivity analysis of a model of lower limb haemodynamics (abstract) |
18:40 | Effect of feature discretization on classification performance of explainable scoring-based machine learning model (abstract) |
17:00-18:40 Session 7D: COMS 3
Location: Newton North
17:00 | Development of an Event-Driven System Architecture for Smart Manufacturing (abstract) |
17:20 | A Sparse Matrix Approach for Covering Large Complex Networks by Cliques (abstract) |
17:40 | Data Allocation based on Neural Similarity Estimation (abstract) |
18:00 | Intersection Representation of Big Data Networks and Triangle Enumeration (abstract) |
18:20 | A Simulation Study of the Delayed Effect of Covid-19 Pandemic on Pensions and Welfare of the Elderly: Evidence from Poland (abstract) |
17:00-18:40 Session 7E: CCI 3
Location: Cavendish
17:00 | From Individual to Collective: Intelligence Amplification with Bio-Inspired Decisional DNA and its Extensions (abstract) |
17:20 | Purchasing decisions on alternative fuel vehicles within the agent-based model (abstract) |
17:40 | Divergence of an Observed User Profile and a Simulated Real State of User due to Social Communication (abstract) |
18:00 | Sentence-level Sentiment Analysis Using GCN on Contextualized Word Representations (abstract) |
17:00-18:40 Session 7F: SOFTMAC 3
Location: Mead
17:00 | Blood Flow Simulation of Left Ventricle with Twisted Motion (abstract) |
17:20 | Simulation of virus-laden droplets transmitted from lung to lung (abstract) |
17:40 | Molecular Dynamics Study on Solubility, Diffusion and Permeation of Hydrogen in Amorphous Polyethylene (abstract) |
18:00 | Simulation of nearly missing helicopters through the computational fluid dynamics approach (abstract) |
Wednesday, June 22nd
View this program: with abstractssession overviewtalk overview
09:00-09:50 Session 8: Keynote Lecture 3
Location: Eastern Gateway Auditorium
09:00 | Modeling Economies at Full-Scale: Every Worker, Every Firm (abstract) |
09:50-10:20Coffee Break
10:20-12:00 Session 9A: MT 7
Location: Eastern Gateway Auditorium
10:20 | Classification methods based on fitting logistic regression to positive and unlabeled data (abstract) |
10:40 | Characterizing Wildfire Perimeter Polygons from QUIC-Fire (abstract) |
11:00 | Adaptive Regularization of B-Spline Models for Scientific Data (abstract) |
11:20 | Hierarchical Ensemble based Imbalance Classification (abstract) |
11:40 | imple and Efficient Acceleration of the Smallest Enclosing Ball for Large Data Sets in E2: Analysis and Comparative Results (abstract) |
10:20-12:00 Session 9B: MT 8
Location: Newton South
10:20 | Designing a training set for musical instruments identification (abstract) |
10:40 | Which Visual Features Impact the Performance of Target Task in Self-supervised Learning? (abstract) |
11:00 | Human-level Melodic Line Harmonization (abstract) |
11:20 | Ultrafast Focus Detection for Automated Microscopy (abstract) |
11:40 | PRISM: Principal Image Sections Mapping (abstract) |
10:20-12:00 Session 9C: AIHPC4AS 3
Location: Darwin
10:20 | MgNet with Hat Activation Function (abstract) |
10:50 | Isogeometric Analysis of Bound States of a Quantum Three-Body Problem in 1D (abstract) |
11:10 | Neural-Network based Adaptation of Variation Operators' Parameters for Metaheuristics (abstract) |
11:30 | Recursive Singular Value Decomposition compression of refined isogeometric analysis matrices as a tool to speedup iterative solvers performance (abstract) |
11:50 | Performance of Computing Hash-codes with Chaotically-trained Artificial Neural Networks (abstract) |
10:20-12:00 Session 9D: COMS 4
Location: Newton North
10:20 | Validation of migration models in the face of inconsistent data: a perspective from four conflicts (abstract) |
10:40 | Responding to Current and Future Pandemics using Agent-Based Simulation (abstract) |
11:00 | CHARM: A Discrete-Event Simulation for Dynamic ICU Bed Capacity Management for Covid-19 (abstract) |
11:20 | Partitioning Dense Graphs with Hardware Accelerators (abstract) |
11:40 | Calibration window selection based on change-point detection for forecasting electricity prices (abstract) |
10:20-12:00 Session 9E: CompHealth 2
Location: Cavendish
10:20 | Neural Additive Models for Explainable Heart Attack Prediction (abstract) |
10:40 | Explainable AI with Domain Adapted FastCAM for Endoscopy Images (abstract) |
11:00 | Hybrid Modeling for Predicting Inpatient Treatment Outcome: COVID-19 Case (abstract) |
11:20 | Knowledge Discovery in Databases: Comorbidities in Tuberculosis Cases (abstract) |
10:20-12:00 Session 9F: MMS 1
Location: Mead
10:20 | An agent-based forced displacement simulation: A case study of the Tigray crisis (abstract) |
10:40 | Automating and Scaling Task-Level Parallelism of Tightly Coupled Models via Code Generation (abstract) |
11:00 | Multipoint meshless FD schemes applied to nonlinear and multiscale analysis (abstract) |
11:20 | Neutron scattering calculation for coarse grain models (abstract) |
10:20-12:00 Session 9G: QCW 1
Location: Telford
10:20 | Quantum-Classical Solution Methods for Binary Compressive Sensing Problems (abstract) |
10:40 | Reducing Memory Requirements of Quantum Optimal Control (abstract) |
11:00 | Quantum approaches for WCET-related optimization problems (abstract) |
11:20 | Benchmarking D-Wave Quantum Annealers: spectral gap scaling of maximum cardinality matching problems (abstract) |
11:40 | Efficient constructions for simulating Multi Controlled Quantum Gates (abstract) |
12:00-12:30 Session 10: Poster Session
The paper lineup is the same for all three Poster Sessions.
Location: Newton South
12:30-13:30Lunch
13:30-14:20 Session 11: Keynote Lecture 4
Location: Eastern Gateway Auditorium
13:30 | Quantum Simulations of Materials and Molecules on Hybrid Quantum-Classical Architectures (abstract) |
14:30-16:10 Session 12A: MT 9
Location: Eastern Gateway Auditorium
14:30 | Efficient computational algorithm for stress analysis in hydro-sediment-morphodynamic models (abstract) |
14:50 | Peridynamic Damage Model Based on Absolute Bond Elongation (abstract) |
15:10 | Incremental dynamic analysis and fragility assessment of buildings with different structural arrangements experiencing earthquake-induced structural pounding (abstract) |
15:30 | Investigating an optimal computational strategy to retrofit buildings with implementing viscous dampers (abstract) |
15:50 | Phase-field modelling of brittle fracture using time-series forecasting (abstract) |
14:30-16:10 Session 12B: MT 10
Location: Newton South
14:30 | Is Context All You Need? Non-Contextual vs Contextual Multiword Expressions Detection (abstract) |
14:50 | Compiling Linear Algebra Expressions into Efficient Code (abstract) |
15:10 | MHGEE: Event Extraction via Multi-Granularity Heterogeneous Graph (abstract) |
15:30 | Cyberbullying Detection with Side Information: A Real-World Application of COVID-19 News Comment in Chinese Language (abstract) |
15:50 | Deep Neural Sequence to Sequence Lexical Substitution for Polish Language (abstract) |
14:30-16:10 Session 12C: BBC 1
Location: Darwin
14:30 | Continuous-to-continuous data model vs. discrete-to-discrete data model for the statistical iterative reconstruction method - optimization of the computational complexity (abstract) |
14:50 | Modeling contrast perfusion and adsorption phenomena in the human left ventricle (abstract) |
15:10 | Large Scale Study of Absolute Ligand-Protein Binding Free Energy Predictions (abstract) |
15:30 | Resting-state EEG classification for PNES diagnosis (abstract) |
15:50 | POTHER: Patch-Voted Deep Learning-based Chest X-ray Bias Analysis for COVID-19 Detection (abstract) |
14:30-16:10 Session 12D: COMS 5
Location: Newton North
14:30 | Automatic Generation of Individual Fuzzy Cognitive Maps from Longitudinal Data (abstract) |
14:50 | Adaptive Surrogate-Assisted Optimal Sailboat Path Search Using Onboard Computers (abstract) |
15:10 | Local Search in Selected Crossover Operators (abstract) |
15:30 | Numerical and Statistical Probability Distribution Transformation for Modeling Traffic in Optical Networks (abstract) |
15:50 | Global Surrogate Modeling by Neural Network-Based Model Uncertainty (abstract) |
14:30-16:10 Session 12E: CompHealth 3
Location: Cavendish
14:30 | Patient- and Ventilator-Specific Modeling to Drive the Use and Development of 3D Printed Devices for Rapid Ventilator Splitting During the COVID-19 Pandemic (abstract) |
14:50 | National Network for Rare Diseases in Brazil: The Computational Infrastructure and Preliminary Results (abstract) |
15:10 | CLASSIFICATION OF UTERINE FIBROIDS IN ULTRASOUND IMAGES USING DEEP LEARNING MODEL (abstract) |
15:30 | Super-Resolution Convolutional Network for Image Quality Enhancement in Remote Photoplethysmography based Heart Rate Estimation (abstract) |
15:50 | A hybrid modeling framework for city-scale dynamics of multi-strain influenza epidemics (abstract) |
14:30-16:10 Session 12F: MMS 2
Location: Mead
14:30 | Modelling the Long-Term Impact of Covid-19 (abstract) |
14:50 | Role of mechanotransduction in promoting intracellular and intercellular transmigration of cancer cells through endothelium in microvasculature (abstract) |
15:10 | Forced displacement in Mali - Analysing the effect of the physical environment on refugee flight routes (abstract) |
14:30-16:10 Session 12G: QCW 2
Location: Telford
14:30 | A first attempt at cryptanalyzing a (toy) block cipher by means of QAOA (abstract) |
14:50 | Practical solving of discrete logarithm problem over prime fields using quantum annealing (abstract) |
15:10 | Quantum annealing and algebraic attack on Speck cipher (abstract) |
15:30 | Challenges and Future Directions in the Implementation of User Authentication Protocols Utilizing Quantum Computing (abstract) |
15:50 | Scheduling with Multiple Dispatch Rules : A quantum computing approach (abstract) |
16:10-16:40Coffee Break
16:40-18:20 Session 13A: MT 11
Location: Eastern Gateway Auditorium
16:40 | A Highly Customizable Information Visualization Framework (abstract) |
17:00 | A Note on Adjoint Linear Algebra (abstract) |
17:20 | KP01 solved by an n-Dimensional Sampling and Clustering Heuristic. (abstract) |
17:40 | Acceleration of Optimized Coarse-grid Operators by Spatial Redistribution for Multigrid Reduction in Time (abstract) |
18:00 | Approximate Function Classification (abstract) |
16:40-18:20 Session 13B: MT 12
Location: Newton South
16:40 | Out-of-distribution Detection in High-dimensional Data Using Mahalanobis Distance - Critical Analysis (abstract) |
17:00 | Multi-Contextual Recommender using 3D Latent Factor Models and Online Tensor Decomposition (abstract) |
17:20 | Content-aware generative model for multi-item outfit recommendation (abstract) |
17:40 | Facial mask impact on human age and gender classification (abstract) |
16:40-18:20 Session 13C: BBC 2
Location: Darwin
16:40 | Dense Temporal Subgraphs in Protein-Protein Interaction Networks (abstract) |
17:00 | Accelerating Edge Metagenomic Analysis with Serverless-based Cloud Offloading (abstract) |
17:20 | Tissue Damage Control Algorithm for Hyperthermia Based Cancer Treatments (abstract) |
17:40 | Musculoskeletal model of human lower limbs in gait simulation (abstract) |
18:00 | Machine Learning Approaches in Inflammatory Bowel Diseases (abstract) |
16:40-18:20 Session 13D: COMS 6
Location: Newton North
16:40 | Analysis of Agricultural and Engineering Processes using Simulation Decomposition (abstract) |
17:00 | Neural Network-Based Sequential Global Sensitivity Analysis Algorithm (abstract) |
17:20 | A Taxonomy Guided Method to Identify Metaheuristic Components (abstract) |
17:40 | DSCAN for Geo-Social Team Formation (abstract) |
18:00 | Numerical Stability of Tangents and Adjoints of Implicit Functions (abstract) |
16:40-18:20 Session 13E: SPU 1
Location: Cavendish
16:40 | Derivation and Computation of Integro-Riccati Equation for Ergodic Control of Infinite-dimensional SDE (abstract) |
17:00 | Towards Mitigating the Eye Gaze Tracking Uncertainty in Virtual Reality (abstract) |
17:20 | Getting formal Ontologies closer to final users through Knowledge Graph Visualization: interpretation and misinterpretation (abstract) |
17:40 | On the use of Sobol’ sequence for high dimensional simulation (abstract) |
16:40-18:20 Session 13F: MLDADS 1
Location: Mead
16:40 | Generative Networks Applied to Model Fluid Flows (abstract) |
17:00 | Turbulent Mean Flow Reconstruction Using Physics-Informed Neural Networks (abstract) |
17:20 | Supervised machine learning to estimate instabilities in chaotic systems: estimation of local Lyapunov exponents (abstract) |
17:40 | Reduced order surrogate modelling and Latent Assimilation for dynamical systems (abstract) |
18:00 | Using Complex Networks to Simplify a Marine Biogeochemical Model for ML Emulation (abstract) |
18:20 | Assimilating Sky Camera Cloud Information via Convolutional Neural Networks (abstract) |
16:40-18:20 Session 13G: QCW 3
Location: Telford
16:40 | Quantum Variational Multi-Class Classifier for the Iris Data Set (abstract) |
17:00 | Distributed Quantum Annealing on D-Wave for the single machine total weighted tardiness scheduling problem (abstract) |
17:20 | Studying the cost of n-qubit Toffoli gates (abstract) |
Thursday, June 23rd
View this program: with abstractssession overviewtalk overview
09:00-09:50 Session 14: Keynote Lecture 5
Location: Eastern Gateway Auditorium
09:00 | The Computational Planet – with Computational Insects: Wavelet-Based Adaptive Simulations of Flapping Flight (abstract) |
09:50-10:20Coffee Break
10:20-12:00 Session 15A: MT 13
Location: Newton South
10:20 | Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrences (abstract) |
10:40 | Classifying Anomalous Members in a Collection of Multivariate Time Series Data Using Large Deviations Principle: An Application to COVID-19 Data (abstract) |
11:00 | Boosted Ensemble Learning based on Randomized NNs for Time Series Forecasting (abstract) |
11:20 | Robust control of perishable inventory with uncertain lead time using neural networks and genetic algorithm (abstract) |
11:40 | Neuroevolutionary Feature Representations for Causal Inference (abstract) |
10:20-12:00 Session 15B: MT 14
Location: Newton North
10:20 | Privacy paradox in social media: A system dynamics analysis (abstract) |
10:40 | Retrofitting structural graph embeddings with node attribute information (abstract) |
11:00 | Coevolutionary Approach to Sequential Stackelberg Security Games (abstract) |
11:20 | Modularity promotes excitation-inhibition balance in synaptically coupled neuronal networks (abstract) |
11:40 | Detecting Ottokar II’s 1248–1249 uprising and its instigators in co-witnessing networks (abstract) |
10:20-12:00 Session 15C: MLDADS 2
Location: Darwin
10:20 | Machine Learning based surrogate models for COVID-19 infection risk assessment. (abstract) |
10:40 | Towards Social Machine Learning for Natural Disasters (abstract) |
11:00 | Social Media and News Diffusion Effect on Macroeconomic Indicator Interdependencies (abstract) |
11:20 | Data-driven reduced-order models for nonlinear vibrations: proof of concept and initial insights (abstract) |
11:40 | Lightcurve inversion through LSTMs (abstract) |
10:20-12:00 Session 15D: SmartSys 1
Location: Cavendish
10:20 | Streaming detection of significant delay changes in public transport systems (abstract) |
10:40 | A study on the prediction of evapotranspiration using freely available meteorological data (abstract) |
11:00 | A Personalized Federated Learning Algorithm for One-Class Support Vector Machine: an Application in Anomaly Detection (abstract) |
11:20 | GBLNet: Detecting Intrusion Traffic with Multi-granularity BiLSTM (abstract) |
11:40 | AMDetector: Detecting Large-scale and Novel Android Malware Traffic (abstract) |
12:00 | Accessing the Spanish Digital Network of Museum Collections through an Interactive Web-based Map (abstract) |
10:20-12:00 Session 15E: SPU 2
Location: Telford
10:20 | MiDaS: extract golden results from Knowledge Discovery even over incomplete Databases (abstract) |
10:40 | Uncertainty occurrence in projects and its consequences for project management (abstract) |
11:00 | On a nonlinear approach to uncertainty quantification on the ensemble of numerical solutions (abstract) |
10:20-12:00 Session 15F: CGIPAI 1
Location: Mead
10:20 | Learning Scale-Invariant Object Representations with a Single-Shot Convolutional Generative Model (abstract) |
10:40 | Wavelet Scattering Transform for PhotoPlethysmoGraphic (PPG) Signal Analysis (abstract) |
11:00 | Convolutional neural network compression via tensor-train decomposition on permuted weight tensor with automatic rank determination (abstract) |
11:20 | Your Social Circle Affects Your Interests: Social Influence Enhanced Session-Based Recommendation (abstract) |
11:40 | Action Recognition in Australian Rules Football through Deep Learning (abstract) |
12:00-12:30 Session 16: Poster Session
The paper lineup is the same for all three Poster Sessions.
Location: Newton South
12:30-13:30Lunch
13:30-14:20 Session 17: Keynote Lecture 6
Location: Eastern Gateway Auditorium
13:30 | Computational Challenges for Biomolecular Simulation Approaches to Drug Discovery (abstract) |
14:30-16:10 Session 18A: MT 15
Location: Eastern Gateway Auditorium
14:30 | Dynamic classification of bank clients by the predictability of their transactional behavior (abstract) |
14:50 | Stock Predictor with Graph Laplacian-based Multi-task Learning (abstract) |
15:10 | Forecasting bank default with the Merton model: The case of US banks (abstract) |
15:30 | ARIMA Feature-Based Approach to Time Series Classifcation (abstract) |
15:50 | Models and Metrics for Mining Meaningful Metadata (abstract) |
14:30-16:10 Session 18B: MT 16
Location: Newton South
14:30 | Validation and Optimisation of Player Motion Models in Football (abstract) |
14:50 | A hypothetical agent-based model inspired by the abstraction of solitary behavior in tigers and its employment as a chain code for compression (abstract) |
15:10 | Networks clustering-based approach for search of reservoirs-analogues (abstract) |
15:30 | Analyzing the usefulness of public web camera video sequences for calibrating and validating pedestrian dynamics models (abstract) |
15:50 | Analysis of public transport (in)accessibility and land use pattern in different areas in Singapore (abstract) |
16:10 | Private and public opinions in a model based on the total dissonance function: A simulation study (abstract) |
14:30-16:10 Session 18C: MLDADS 3
Location: Darwin
14:30 | Augmenting Graph Inductive Learning Model With Topographical Features (abstract) |
14:50 | Time Series Attention Based Transformer Neural Turing Machines for Diachronic Graph Embedding in Cyber Threat Intelligence (abstract) |
15:10 | Sensitivity Analysis and Machine Learning to emulate the Level-Ice Melt Pond Parametrisation (abstract) |
15:30 | Enforcing State Constraints in Dynamical Systems Modelled with Neural Networks (abstract) |
14:30-16:10 Session 18D: SmartSys 2
Location: Cavendish
14:30 | On-Edge Aggregation Strategies over Industrial Data Produced by Autonomous Guided Vehicles (abstract) |
14:50 | Acquisition, storing, and processing system for interdisciplinary research in Earth sciences (abstract) |
15:10 | Detecting SQL Injection vulnerabilities using nature-inspired algorithms (abstract) |
15:30 | Federated Learning for Anomaly Detection in Industrial IoT-enabled Production Environment Supported by Autonomous Guided Vehicles (abstract) |
15:50 | Performance of Explainable AI methods in asset failure prediction (abstract) |
14:30-16:10 Session 18E: WTCS 1
Location: Newton North
14:30 | Supporting education in advanced mathematical analysis problems by symbolic computational techniques using computer algebra system (abstract) |
14:50 | TEDA: A Computational Toolbox for Teaching Ensemble Based Data Assimilaton (abstract) |
15:10 | To Have and Have Not: Addressing inequities for learners accessing computational science environments (abstract) |
15:30 | Modeling Approach in Teaching Differential Equations (abstract) |
14:30-16:10 Session 18F: CGIPAI 2
Location: Mead
14:30 | SEGP: Stance-Emotion joint Data Augmentation with Gradual Prompt-tuning for Stance detection (abstract) |
14:50 | Virtual Reality Prototype of a Linear Accelerator Simulator for Oncological Radiotherapy Training (abstract) |
15:10 | Image Features Correlation with the Impression Curve for Automatic Evaluation of the Computer Game Level Design (abstract) |
15:30 | A review of 3D point clouds parameterization methods (abstract) |
14:30-16:10 Session 18G: SEAVEA 1
Location: Telford
16:10-16:40Coffee Break
16:40-18:20 Session 19A: MT 17
Location: Newton South
16:40 | Devulgarization of Polish Texts Using Pre-trained Language Models (abstract) |
17:00 | Classification and Generation of Derivational Morpho-semantic Relations for Polish Language (abstract) |
17:20 | A deep neural network as a TABU support in solving LABS problem (abstract) |
17:40 | On the Explanation of AI-based Student Success Prediction (abstract) |
18:00 | Transfer Learning based Natural Scene Classification for Scene Understanding by Intelligent Machines (abstract) |
16:40-18:20 Session 19B: SE4Science 1
Location: Cavendish
16:40 | A Survey on Sustainable Software Ecosystems to Support Experimental and Observational Science at Oak Ridge National Laboratory (abstract) |
17:00 | Software Architecture for Highly Scalable Urban Traffic Simulation (abstract) |
17:20 | Automated and Manual Testing in the Development of the Research Software RCE (abstract) |
17:40 | Towards Automated Application-Agnostic Verification for Simulations (abstract) |
18:00 | Learning I/O Variables from Scientific Software's User Manuals (abstract) |
18:20 | Digging Deeper Into the State of the Practice for Domain Specific Research Software (abstract) |
16:40-18:20 Session 19C: MLDADS 4
Location: Darwin
16:40 | Statistical prediction of extreme events from small datasets (abstract) |
17:00 | Outlier detection for categorial data using clustering algorithms (abstract) |
17:20 | Machine Learning-based Scheduling and Resources Allocation in Distributed Computing (abstract) |
17:40 | A GPU-based algorithm for environmental data filtering (abstract) |
16:40-18:20 Session 19D: WTCS 2
Location: Newton North
16:40 | Cloud as a Platform for W-Machine Didactic Computer Simulator (abstract) |
17:00 | Extensible, cloud-based open environment for remote classes reuse (abstract) |
17:20 | Snowflake Generation (abstract) |
17:40 | Computational Science 101 - Towards a Computationally Informed Citizenry (abstract) |
16:40-18:20 Session 19E: CGIPAI 3
Location: Mead
16:40 | How to sort them? A network for LEGO bricks classification (abstract) |
17:00 | ACCirO: A System for Analyzing and Digitizing Images of Charts with Circular Objects (abstract) |
17:20 | Comparing explanations from glass-box and black-box machine-learning models (abstract) |
16:40-18:20 Session 19F: SEAVEA 2
Location: Telford