Programme
Main Organizer:
Mr.
Paolo Zunino
(MOX, Department of Mathematics, Politecnico di Milano, Italy)
Chaired by:
Mr. Paolo Zunino
(MOX, Department of Mathematics, Politecnico di Milano, Italy)
-
Keynote
Mechanobiology of cancer progression
M. Raimondi * , A. Bocconi , C. Conci , E. Jacchetti , C. Martinelli , A. Nardini , C. Testa -
A Biophysically Detailed Computational Model of the Four Chamber Human Heart Electromechanics
F. Regazzoni * , M. Fedele , R. Piersanti , M. Salvador , P. Africa , M. Bucelli , A. Zingaro , L. Dede' , A. Quarteroni -
Computational Modeling of Clinical Intervention in Heart Valve Disease Through Patient-Specific Simulations
J. Kronborg * , J. Hoffman -
Efficient Active Learning for Realtime MRI of Patients with Congenital Heart Disease
P. Rosauer * , A. Wendler , A. Bach , C. Hart , D. Gerlach
Main Organizer:
Prof.
Simone Morganti
(University of Pavia, Italy)
Chaired by:
Prof. Simone Morganti
(University of Pavia, Italy)
-
Keynote
Topology Optimization-Assisted Innovative Design of Femoral Artery Stents
N. Ferro * , F. Mezzadri , S. Perotto , D. Carbonaro , C. Chiastra , D. Gallo , U. Morbiducci -
Numerical Design Methods for Injection Molding
R. Pohlmann * , S. Elgeti -
Innovative Design of Soilless Growing Media: a Multiscale Topology Approach
G. Speroni * , S. Perotto , N. Ferro -
Numerical methods for 3D geological restoration
A. Scotti , G. Scrofani , L. Formaggia , E. Braun * , A. Fumagalli , P. Sala , M. Balestra , M. Martinelli , A. Filippini -
A Weather Generation Model to Evaluate the Impact of Meteorological Variability on Crop Growth
G. Varini * , A. Sorrentino , A. Pascarella
Main Organizer:
Mr.
François Jouve
(LJLL - Université Paris Cité, France)
Chaired by:
Mr. François Jouve
(LJLL - Université Paris Cité, France)
-
One-sided Derivative of Parametrized Minima for Shape and Topological Derivatives
M. Delfour * -
Approximation of perimetric functionals for topology optimization
S. Amstutz * -
Spline-Based Optimization Techniques for Molding Processes
F. Zwicke * , S. Elgeti -
Design of Metasurface-based Broadband Acoustic Diffuser with Topology Optimization
Z. Wang * , R. Li , W. Ye -
Nonsmooth Shape Optimisation in Linear Elasticity with Stress Constraints
P. Baumann * , K. Sturm -
OpenPisco: An open source platform for optimal design
C. Nardoni * , D. Danan , F. Bordeu , J. Cortial
Main Organizer:
Prof.
Nicola Parolini
(Politecnico di Milano , Italy)
Chaired by:
Prof. Nicola Parolini
(Politecnico di Milano , Italy)
-
A Multiphysics Numerical Analysis and Non-Intrusive Reduced Order Model of a Domestic Fridge
R. Halder * , A. Hajisharifi , M. Girfoglio , G. Stabile , G. Rozza -
Kernel-based surrogate for fluid dynamics simulation of wind assistant propulsion
D. Baroli * , M. Zanichelli , F. Piscaglia , E. Gallorini , L. Valsecchi , P. Motta , M. Multerer , K. Charpot , G. Provinciali -
An OpenFOAM-based tool for Real-time Data Assimilation in Continuous Casting Molds
G. Stabile * , U. Morelli , P. Barral , P. Quintela , G. Rozza -
Face-Centred Finite Volume, Ansys Fluent and OpenFOAM: Friends or Foes?
M. Giacomini * , D. Cortellessa , J. Vila-Pérez , A. Huerta -
A Non_Intrusive Data_Driven Reduced Order Model For Parametric CFD-DEM Numerical Simulations
A. Hajisharifi * , M. Girfoglio , D. Bonanni , G. Rozza -
Performance Enhancement of a Checkerboard Counterflow Heat Exchanger for Industrial Applications
N. Parolini * , L. Bonaventura , V. Covello , M. Verani , A. Della Rocca
Main Organizer:
Mr.
Paris Perdikaris
(University of Pennsylvania, Virgin Islands, USA)
Chaired by:
Mr. Paris Perdikaris
(University of Pennsylvania, Virgin Islands, USA)
-
Keynote
On solving/learning nonlinear PDEs with GPs
H. Owhadi * -
Scalable Neural Wavefunctions for Quantum Monte Carlo
J. Richter Powell * -
Resolution Invariant Generative Models for Functional Data
J. Seidman * , G. Kissas , G. Pappas , P. Perdikaris -
Competitive Physics-Informed Networks
Q. Zeng , Y. Kothari , S. Bryngelson , F. Schaefer * -
Scientific machine learning models for cardiovascular computational medicine
S. Pagani * , F. Regazzoni , L. Dede' , A. Quarteroni -
Combining data and models to enable surrogate-based automatic discovery of engineering solutions.
R. Pestourie *
Main Organizer:
Ms.
Alessandra Menafoglio
(MOX – Department of Mathematics, Politecnico di Milano, Italy)
Chaired by:
Prof. Simone Vantini
(Politecnico di Milano, Italy)
-
Safari Njema: Data-driven design of mobility services in sub-Saharan countries
A. Burzacchi * , M. Landrò , A. Calissano , A. Mascaretti , S. Vantini -
Quality Control and Anomaly Identification in Manufacturing: Applying Functional Statistics to the Case of Complex Shapes
R. Scimone * , T. Taormina , B. Colosimo , M. Grasso , A. Menafoglio , P. Secchi -
Modelling transport network using mobile data
D. Di Antonio * , M. Galvani , G. Chiodi , D. Mancuso -
The Analysis of Sets of Networks With Applications to Public Transport Systems.
A. Calissano * , A. Feragen , S. Vantini -
Elastic full Procrustes analysis of shape variability in plane curves via Hermitian covariance smoothing
A. Stöcker * , M. Pfeuffer , L. Steyer , S. Greven -
Deciphering the Topological Structure of Glasses for Lithium Batteries
M. Pegoraro * , Y. Bokor , T. Heiss , C. Biscio , A. Svane , L. Fajstrup , A. Lindbjerg , R. Christensen , S. Sørensen , M. Smedskjaer
Tue, 30/05/2023
10:15 - 10:45
10:15 - 10:45
Main Organizer:
Mr.
Paolo Zunino
(MOX, Department of Mathematics, Politecnico di Milano, Italy)
Chaired by:
Ms. Manuela Teresa Raimondi
( Italy)
-
Personalized Noninvasive Cardiovascular Monitoring via Ballistocardiography, Physiology-Based Modeling and Evolutionary Algorithm
M. Zaid * , N. Marazzi , L. Sala , S. Ahmad , L. Despins , M. Popescu , M. Skubic , J. Keller , G. Guidoboni -
Cell-based Modelling and Simulation of Electrical and Chemical Interplay in Excitable Tissue
A. Ellingsrud * , M. Kuchta , R. Masri , G. Halnes , G. Einevoll , M. Rognes -
Multiscale and mixed-dimensional modeling of vascular tissues
C. Belponer * , A. Caiazzo , L. Heltai , D. Peterseim -
Uncertainty Quantification and Sensitivity Analysis for Non-invasive Model-based Instantaneous Wave-Free Ratio Prediction
C. Dalmaso * , F. Fossan , A. Bråten , L. Müller -
Effect of microvascular network morphology on tissue oxygenation and radiotherapy outcome: a computational analysis
L. Possenti * , P. Vitullo , A. Cicchetti , T. Rancati , P. Zunino -
A Multi-physics Reduced Order Model for the Vascular Microenvironment
P. Vitullo , A. Colombo , N. Franco , A. Manzoni , P. Zunino *
Main Organizer:
Mr.
Enrico Deluchi
(Polihub, Milano , Italy)
Chaired by:
Mr. Enrico Deluchi
(Polihub, Milano , Italy)
-
Keynote
How can my turtle (discovery) make it to the ocean?
M. Versace * -
Turning mathematicians into business developers. The experience of MOXOFF in the time of AI
A. Quarteroni * -
Genogra: Next-generation genome analysis platform
G. Di Donato * , A. Zeni , M. Coggi , G. Bruno , M. Santambrogio -
A New Platform to Connect Industry and Mathematics in the European Landscape: The EU-MATHS-IN OpenDesk
M. Cruz * , V. Maume-Deschamps , P. Quintela , A. Scherrer , A. Sgalambro , J. Szwabinski -
AMAZ3D: a new tool for the optimization of 3D graphic assets
L. Locatelli * , S. Perotto
Main Organizer:
Mr.
Alex Ferrer
(CIMNE, Barcelona, Spain)
Chaired by:
Mr. Alex Ferrer
(CIMNE, Barcelona, Spain)
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Variational Formulations in Displacement, Stress and Strain in Periodic Homogenization
C. Barbarosie * , A. Toader -
The topological ligament: an approach based on thin tubular inhomogeneities
C. Dapogny * -
Advances in High-Resolution Topology Optimization within Multi-Level Approaches
M. Bosch-Galera * , E. Nadal , J. Ródenas , E. Maunder -
Shape Optimization of Metal Parts from Filament-Based AM Processes Based on Structural and Dimensional Analysis
G. De Pasquale , F. Portis * -
Shape optimization method for strength problems considering thermal expansion in a multiscale structure
M. Torisaki * , M. Shimoda -
Concurrent multiscale optimization of macro and micro shapes of laminated shell structure
M. Hikasa * , M. Shimoda
Main Organizer:
Prof.
Nicola Parolini
(Politecnico di Milano , Italy)
Chaired by:
Prof. Nicola Parolini
(Politecnico di Milano , Italy)
-
Numerical Simulation of Polymer Mixing Processes with the Immersed Boundary Method in OpenFOAM
G. Negrini * , N. Parolini , M. Verani , D. Cerroni -
Improving airflow monitoring and control solutions in wind energy and agroecology sectors
V. Resseguier * , L. Wallian , D. Heitz , G. Stabile -
A segregated Finite Volume - Spectral Element Method for aeroacoustic problems
A. Artoni * , N. Parolini , F. Semeraro , P. Schito , D. Rocchi , I. Mazzieri , P. Antonietti , R. Corradi -
OpenFOAM Numerical Analysis of the Diurnal Cycle of Thermally-Driven Winds on Mars
S. Arias * , J. Rojas , A. Montlaur -
An immersed boundary method in OpenFOAM for industrial applications
M. Girfoglio * , G. Rozza
Main Organizer:
Ms.
Victorita Dolean Maini
(University Cote d'Azur, France and University of Strathclyde, UK, United Kingdom)
Chaired by:
Dr. Davide Pradovera
(University of Vienna, Austria)
-
Non-intrusive Surrogate Modeling of Parametric Frequency-Response Problems
D. Pradovera * -
Generating Problem-Adapted Basis Functions Parallel in Time via Random Sampling
J. Schleuß * , K. Smetana , L. ter Maat -
Modeling air pollution at a city scale
A. Somacal * , O. Mula , M. Dolbeault , A. Cohen -
Lipschitz Stabilised Autoencoders to Study the Intrinsic Dimensionality of Dynamical Systems and Build Data-driven Models.
H. Liu * , D. Lombardi , M. Boulakia -
Applying Gaussian Process Regression to Injection Moulding Including Material Uncertainty
S. Tillmann * , S. Elgeti
Main Organizer:
Dr.
Anh Khoa Doan
(Delft University of Technology, Netherlands)
Chaired by:
Dr. Anh Khoa Doan
(Delft University of Technology, Netherlands)
-
Reynolds-averaged Closure Modelling with Uncertainty Quantification through Bayesian Deep Learning applied to Urban Flows
L. Cotteleer * , C. Nixarlidis , A. Parente -
Generative Adversarial Networks to infer velocity component in rotating turbulent flows
T. Li * , M. Buzzicotti , L. Biferale , F. Bonaccorso -
Feature Extraction and Flow Control with Clustering Technique On Synthetic Jets
E. Muñoz * , H. Dave , G. D'Alessio , A. Parente , S. Le Clainche -
X-AI in fluid dynamics: Explaining relaminarization events in wall-bounded shear flows.
M. Lellep * , J. Prexl , B. Eckhardt , M. Linkmann -
Interpretable Compression of Fluid Flows Using Graph Neural Networks
S. Barwey * , R. Maulik
Tue, 30/05/2023
12:45 - 14:00
12:45 - 14:00
Main Organizer:
Prof.
Irene Arias Vicente
(Universitat Politècnica de Catalunya, Spain)
Chaired by:
Prof. Gianluigi Rozza
(SISSA, Trieste, Italy)
Main Organizer:
Mr.
Paolo Zunino
(MOX, Department of Mathematics, Politecnico di Milano, Italy)
Chaired by:
Mr. Paolo Zunino
(MOX, Department of Mathematics, Politecnico di Milano, Italy)
-
In-silico trials for bone-implant systems: challenges, influencing parameters and clinical application
M. Roland * , S. Diebels , A. Andres , K. Wickert , J. Stoeckl , S. Herrmann , T. Histing , B. Braun -
A methodological overview over genetically-based NTCP models for late toxicity after prostate cancer RT
F. IEVA * , C. WEST , M. MASSI , N. FRANCO , A. PAGANONI , A. MANZONI , P. ZUNINO , T. RANCATI , A. DUNNING , P. SEIBOLD , A. WEBB , J. CHANG-CLAUDE -
Improving the Success Rate for Thoracic Radiotherapy through Specific Cardiac Substructure Dosimetry: Location Matters.
A. Cicchetti * , A. Cavallo , S. Meroni , A. Allajbej , C. Sangalli , P. Vallerio -
Genetically-based analysis of bladder dose surface maps to identify subregions associated with late toxicities after prostate cancer radiotherapy
E. Gioscio * , R. Consortium , M. Massi , N. Franco , F. Ieva , A. Cicchetti , P. Zunino , A. Paganoni , A. Manzoni , C. West , J. Chang-Claude , P. Seibold , T. Rancati , R. Consortium -
An Innovative Technical Rehabilitation Solution for Patients with Immobility Syndrome: The Pre-Clinical Results
R. Bernardes , V. Parola , R. Cardoso , H. Neves , A. Cruz , W. Xavier , R. Durães , C. Malça *
Main Organizer:
Dr.
Caterina Millevoi
(University of Padua, Italy)
Chaired by:
Mr. Nicolo Spiezia
(M3E, Italy)
,
Dr. Caterina Millevoi
(University of Padua, Italy)
-
Deep learning-based reduced order models for scientific applications
S. Fresca * , A. Manzoni -
Inverse Modelling in Hydro-Poromechanics with PINN
C. Millevoi * , N. Spiezia , M. Ferronato -
Towards Physics-Informed Machine Learning for Industrial Aerospace Applications: Perspectives and Expectations
F. Tucci * , D. Paniccia , M. Dessole , E. Pellegrino , N. Sanguini , T. Benacchio , L. Capone -
Uncertainty Quantification for Transport in Porous media using Parameterized Physics Informed neural Networks
C. Fraces *
Main Organizer:
Mr.
FRANCESCO CALABRO'
(Università degli Studi di Napoli Federico II, Italy)
Chaired by:
Mr. FRANCESCO CALABRO'
(Università degli Studi di Napoli Federico II, Italy)
-
Keynote
Ajourney on real-world maths-based applications.
R. Maccioni * -
Heuristic Methods for Rapid Influence Maximization on Social Networks
R. Cerulli , C. D'Ambrosio , A. Raiconi * -
Machine Learning Assists to Solve Green Vehicle Routing Problem
R. Shahbazian * , F. Guerriero -
Efficient Construction of Smooth PH Spline Paths for Autonomous Vehicles
V. Calabrò , C. Giannelli , L. Sacco * , A. Sestini -
Structural Health Monitoring of Mooring Systems for Floating Wind Turbines Using Artificial Intelligence
N. Gorostidi * , D. Pardo , V. Nava
Main Organizer:
Mr.
Emiliano Cristiani
(CNR-IAC, Roma, Italy)
Chaired by:
Mr. Emiliano Cristiani
(CNR-IAC, Roma, Italy)
-
Novel data-driven models for vehicular traffic at intersections
M. Herty * , N. Kolbe -
Modern Calibration Strategies for Macroscopic Traffic Flow Models
P. Goatin * -
Mathematics of Crowds Dynamics in Software Products – a Use Case
G. Köster * , A. Kneidl -
A Digital Twin for Traffic Monitoring in Collaboration with Autovie Venete S.p.A.
M. Briani * , E. Cristiani , E. Onofri -
Managing crowded museums: Visitors flow measurement, analysis, modeling, control, and optimization
P. Centorrino , E. Onofri , A. Corbetta , E. Cristiani *
Main Organizer:
Ms.
Victorita Dolean Maini
(University Cote d'Azur, France and University of Strathclyde, UK, United Kingdom)
Chaired by:
Dr. Davide Pradovera
(University of Vienna, Austria)
-
Programming Material Behaviour through Multiscale Optimization and Surrogate Models of Unit Cells
A. Leichner * , H. Andrä , T. Lichti , F. Wenz , C. Eberl , A. Schwarz , C. Hübner -
Application of β-variational autoencoders to develop digital twin of a furnace operating in MILD combustion
R. Freitas * , A. Procacci , A. Parente
Main Organizer:
Dr.
Anh Khoa Doan
(Delft University of Technology, Netherlands)
Chaired by:
Dr. Anh Khoa Doan
(Delft University of Technology, Netherlands)
-
Forecasting Extreme Events in Turbulence with a Convolutional Autoencoded Echo State Network
N. Doan * , A. Racca , L. Magri -
Advanced data-driven tools for flow control in aeronautical applications
E. Lazpita * , J. Garicano , G. Paniagua , E. Valero , S. Le Clainche -
Self-Tuning Model Predictive Control for Fluid Flows
L. Marra * , A. Meilán-Vila , S. Discetti -
Optimal Control tools to minimize dispersion in turbulent flows
C. Calascibetta * , L. Biferale , F. Borra , A. Celani , M. Cencini -
AI Modeling for Wetting Hydrodynamics
A. Demou * , N. Savva
Main Organizer:
Dr.
Alessio Bazzanella
(CIMNE, Spain)
Main Organizer:
Dr.
Alessio Bazzanella
(CIMNE, Spain)
Main Organizer:
Prof.
Charbel Farhat
(Stanford University, United States)
Chaired by:
Prof. Simona Perotto
(MOX, Department of Mathematics, Politecnico di Milano, Italy)
-
Physics-Based Digital Twinning
C. Farhat * , M. Azzi
Paola Bagnoli (IRCCS Galeazzi, SantâAmbrogio Hospital, Milano)
Chaired by:
Prof. Gianluigi Rozza
(SISSA, Trieste, Italy)
Wed, 31/05/2023
10:15 - 10:45
10:15 - 10:45
Main Organizer:
Ms.
Giorgia Franchini
(UNIMORE, Modena, Italy)
Chaired by:
Ms. Giorgia Franchini
(UNIMORE, Modena, Italy)
-
Recomposition of Parts Into Objects in Industrial Applications
M. Roffilli , F. Castelli * , E. Flebus , M. Neri -
Deep Multi-Task learning for Automotive Perception
C. Scribano * -
Deep Learning-Supported 3D Seismic Wavefield Generation Via Frequency Interpolation
N. Akram * , J. zhao , A. Hadjigeorgiou , N. Savva , E. Verschuur -
Addressing Challenges in Industrial Pick and Place: A Deep Learning-Based 6D Pose Estimation Solution
E. Govi * , M. Bertogna , G. Franchini , L. Inghilterra , D. Sapienza , S. Toscani -
Investigation of Reinforcement Learning in Shape Optimization
C. Fricke , D. Wolff , M. Kemmerling , S. Elgeti *
Main Organizer:
Dr.
Michele Girfoglio
(SISSA, Trieste, Italy)
Chaired by:
Dr. Michele Girfoglio
(SISSA, Trieste, Italy)
-
Reduced Order Model for the CFD Simulations of Stirred Bioreactors
U. Kaya * , G. Stabile , S. Gopireddy , N. Urbanetz , I. Nopens , J. Verwaeren -
A Coupled VEM - MFD Formulation for Multiphase Flow and Poromechanics
A. Borio * , F. Hamon , N. Castelletto , T. Gazzola , M. Karimi-Fard , J. White , R. Settgast -
A coupled CFD-DEM model for OKi Task production on Innojet V1000 Granulator
D. Bonanni * -
Variational multiscale framework with isogeometric analysis for smooth-body flow separation in aerospace and environmental applications
S. Dave * , A. Korobenko -
The Generalized Finite Difference Method for Solving the Streamfunction Formulation of the Navier-Stokes Equations
P. Li , C. Fan *
Main Organizer:
Ms.
Pasqua D'Ambra
(CNR-Institute for Applied Computing, Napoli, Italy)
Chaired by:
Ms. Pasqua D'Ambra
(CNR-Institute for Applied Computing, Napoli, Italy)
-
60 Years of the Mathematical Software Library HSL and Beyond
J. Scott * -
Combining approximate factorizations with mixed precision iterative refinement for the solution of large sparse linear systems
P. Amestoy , A. Buttari * , N. Higham , J. L'Excellent , T. Mary , B. Viauble -
An Adaptive Pencil Decomposition Library for Modern GPU Systems
M. Fatica * , J. Romero , P. Costa -
Task-based Applications For Heterogeneous Computing Systems
H. Tayeb * , B. Bramas , A. Guermouche , M. Faverge -
Building Interoperable and High Performance Mathematical Libraries for Exascale Computing
S. Li *
Main Organizer:
Prof.
Francesco Ballarin
(Università Cattolica del Sacro Cuore, Brescia, Italy)
Chaired by:
Prof. Francesco Ballarin
(Università Cattolica del Sacro Cuore, Brescia, Italy)
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A Reduced-Order Model for Complex Domain Problems in the Time- Continuous Space-Time Setting
F. Key * , M. von Danwitz , S. Elgeti -
POD-Based Strategies For Varying Boundary Optimal Control
M. Strazzullo * , F. Vicini -
Derivation and model error analysis of multidimensional time dependent solute transport models
R. Masri * , M. Zeinhofer , M. Kuchta , M. Rognes -
Heterogeneous Asynchronous Time Integrator and mortar approach in nonlinear dynamics: Co-simulation for concrete gravity dams under earthquake loading and IGA-PML
M. BRUN * , A. CHAU , F. De Martin , N. Richart , T. Elguedj , A. Gravouil -
Reduced Order Models for Flows in Fractured Porous Media
E. Ballini * , L. Formaggia , A. Fumagalli , A. Manzoni , S. Micheletti , A. Scotti , P. Zunino
Main Organizer:
Mr.
Konstantin Key
(TU Wien, Austria)
Chaired by:
Mr. Konstantin Key
(TU Wien, Austria)
-
Keynote
Volumetric Representations: Design, Analysis, Optimization, and Fabrication of Porous/Heterogeneous Artifacts and Microstructures
G. Elber * -
Spline-Based Parameterisation Techniques and Applications to Networks
J. Hinz * , A. Buffa , P. Antolin -
Combined Parameter and Shape Optimization of an Electric Machine with Isogeometric Analysis
M. Wiesheu * , S. Schöps , T. Komann , S. Ulbrich , I. Garcia -
Numerical investigation to the deformation of measured large-scaled structures based on Isogeometric Analysis
A. Luther * -
Exploration and Exploitation of Deep Learning for Automatic Design
K. Key * , S. Elgeti
Main Organizer:
Dr.
Mengwu Guo
(University of Twente, Netherlands)
Chaired by:
Prof. Andrea Manzoni
(Politecnico di Milano, Italy)
-
Learning Reduced-Order Dynamics with Probabilistic Methods
M. Guo * -
Reduced order models for time-dependent problems using the Laplace transform
R. Reyes * , J. Hesthaven , S. Vallaghe , D. Knezevic -
Digital Twins for Predictive Maintenance in Industry
K. Aly * , G. Rozza -
Reduced order modeling of parametrized systems through autoencoders and dynamics identification
P. Conti * , G. Gobat , S. Fresca , A. Manzoni , A. Frangi -
Development of a Multi-Fidelity Surrogate Model of a Combustion Chamber: High-Fidelity Data Effect on Prediction Accuracy
A. Özden , R. Malpica Galassi * , F. Contino , A. Parente -
Efficient Markovian Framework for Digital Twinning Applications in Production System Engineering
N. Hadžić * , V. Ložar , T. Opetuk , R. Keser
Wed, 31/05/2023
12:45 - 14:00
12:45 - 14:00
Main Organizer:
Dr.
Paola Goatin
(Inria, France)
Chaired by:
Dr. Matteo Giacomini
(CIMNE - Universitat Politècnica de Catalunya, Barcelona, Spain)
Charbel Farhat, Cristina Nava, Alfio Quarteroni, Federica Valdenazzi
Chaired by:
Mr. Leonardo De Cosmo
(Scientific Journalist, Italy)
Wed, 31/05/2023
15:45 - 16:15
15:45 - 16:15
Main Organizer:
Ms.
Giorgia Franchini
(UNIMORE, Modena, Italy)
Chaired by:
Ms. Giorgia Franchini
(UNIMORE, Modena, Italy)
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Enhanced Reinforcement Learning-Based Shape Optimization with Flow Field Information
C. Fricke * , D. Wolff , M. Kemmerling , S. Elgeti -
Speckle noise removal via learned variational models
M. De Rosa , S. Izzo , M. Pragliola * , S. Cuomo , F. Piccialli -
Establishment Of A Public Mental Health Records Registry In The Ferrara Province: Adaptation Of A 30-Year-Long Clinical Database For Research Purposes
M. Ferrara * , E. Gentili , M. Belvederi Murri , R. Zese , M. Alberti , G. Franchini , I. Domenicano , F. Folesani , C. Sorio , L. Benini , P. Carozza , J. Little , L. Grassi -
Optimization of Accelerated Life Testing Cycle for an Traction Motor and Inverter System of Electric Vehicle
D. Ha * , T. Lee -
On the use of manifold learning tools for coherent object interpolation based on geometrical and topological descriptors
D. Muñoz , O. Allix , F. Chinesta , J. Ródenas * , E. Nadal
Main Organizer:
Dr.
Michele Girfoglio
(SISSA, Trieste, Italy)
Chaired by:
Dr. Michele Girfoglio
(SISSA, Trieste, Italy)
-
Membrane Characterization via Fractal Dimension Analysis
A. Jahangiri , M. Mohammadi Amin * -
Elastodynamic Contact Problems by Energetic Boundary Element Method
A. Aimi , G. Di Credico * , H. Gimperlein -
Modeling Viscoelastic Creep in Wood Polymer Composites Using Power Law Model in ABAQUS
J. Kovacikova * , S. Ahmed , M. Kroon , S. Adamopoulos -
Importance of Consideration of the Plastic Anisotropy of Light-Weight Aluminum Alloys: Invariant-based Formulation and its Identification using Mechanical and Virtual Tests
O. Cazacu * , B. Revil-Baudard -
Application of the Geometrically Exact Intrinsic Beam Model on Rotor Blades
C. Bleffert * , L. Dreyer , M. Röhrig-Zöllner
Main Organizer:
Ms.
Pasqua D'Ambra
(CNR-Institute for Applied Computing, Napoli, Italy)
Chaired by:
Mr. Salvatore Filippone
(Università di Roma , Italy)
-
Multi GPU Codes For Ising Quantum Spin Glass Simulations
M. Bernaschi * , I. González-Adalid Pemartin , V. Martin-Mayor , G. Parisi -
Fast multiresolution covariance analysis
D. Baroli , H. Harbrecht , M. Multerer * -
HPC Hybrid CPU-GPU Geomechanical Simulator for Coupled Basin Models at Extreme-Scale
G. Scrofani , C. Janna , G. Isotton , A. Filippini * -
Algebraic parallel linelet preconditioner for incompressible flow solvers
R. de Olazábal * , O. Lehmkuhl , R. Borrell -
PSCTOOLKIT: Parallel Sparse Computation Toolkit
P. D'Ambra , F. Durastante * , S. Filippone
Main Organizer:
Prof.
Francesco Ballarin
(Università Cattolica del Sacro Cuore, Brescia, Italy)
Chaired by:
Prof. Francesco Ballarin
(Università Cattolica del Sacro Cuore, Brescia, Italy)
-
Virtual Element Methods for large-scale simulations of complex models or in complex geometries: polytopal mesh adaptivity, stabilization-free virtual elements and geophysical applications
S. Berrone * , A. Borio , A. D'Auria , F. Marcon , F. Vicini , S. Scialò -
A Two-Level Galerkin Reduced Order Model for the Steady Navier-Stokes Equations
D. Park , C. Mou , H. Liu , A. Sandu , T. Iliescu * -
An Upscaled Darcy-Brinkman-Navier-Stokes Model
H. Trần * , S. Pop , J. Schütz -
A numerical model based on moving mesh technique for nano-filled ultra-high-performance fiber-reinforced concrete structures
D. AMMENDOLEA * , F. GRECO , L. Leonetti , P. LONETTI , A. Pascuzzo -
Two-Phase flow simulations in complex fracture networks with a Virtual Element approach
S. Berrone , M. Busetto , F. Vicini *
Main Organizer:
Dr.
Ingeborg Gjerde
(Simula, Oslo, Norway)
Chaired by:
Mr. Ridgway Scott
(University of Chicago, United States)
-
Keynote
Numerical Approximation of Oldroyd-B Fluids
N. Walkington * -
A New Method for Grade-two Fluids
S. Pollock * , R. Scott -
MESHFREE for Indsutrial Applications : A General Continuum Mechanics Approach
C. Sanghavi * , I. Michel , J. Kuhnert -
Numerical Methods for Incompressible Multiphase Magnetohydrodynamics and Applications to Liquid Metal Batteries
L. Cappanera *
Main Organizer:
Dr.
Mengwu Guo
(University of Twente, Netherlands)
Chaired by:
Dr. Mengwu Guo
(University of Twente, Netherlands)
-
An efficient computational framework for predictive digital twins in structural health monitoring
M. Torzoni , M. Tezzele , S. Mariani , A. Manzoni * , K. Willcox -
Deep learning of coupled dissipative systems
Q. Hernández * , A. Badías , F. Chinesta , E. Cueto -
Cell to Whole Organ Global Sensitivity Analysis on a Four-chamber Electromechanics Model
M. Strocchi * , S. Longobardi , C. Augustin , M. Gsell , C. Rinaldi , E. Vigmond , G. Plank , C. Oates , R. Wilkinson , S. Niederer -
Deep Kernel Learning of Dynamical Models from High-Dimensional and Noisy Data
N. Botteghi * , M. Guo , C. Brune -
Multiscale Process Modelling Analysis for Digital Twin and prediction of Composite Strength Allowables
G. Odegard * , M. Maiaru
Main Organizer:
Dr.
Michele Girfoglio
(SISSA, Trieste, Italy)
Chaired by:
Dr. Michele Girfoglio
(SISSA, Trieste, Italy)
-
Advanced computational design of complex nanostructured photonic devices using high order discontinuous Galerkin methods and statistical learning global optimization
M. Elsawy , A. Gobé , S. Lanteri * , G. Leroy , C. Scheid -
A Reduced Order Approach for Artificial Neural Networks applied to Object Recognition
L. Meneghetti * , N. Demo , G. Rozza -
Adaptive mesh refinement in cgDG for scattering problems
H. Navarro-García * , P. Díez , J. Navarro-Jiménez , A. Huerta , J. Ródenas , E. Nadal
Main Organizer:
Dr.
Laura Mainini
(Imperial College London, United Kingdom)
Chaired by:
Dr. Laura Mainini
(Imperial College London, United Kingdom)
,
Dr. Matteo Diez
(CNR-INM, Italy)
-
Multifidelity Reduced Order Models of Flow Systems Involving Geometric Parameters
A. Huerta * , Á. Borrás , R. Perelló-Ribas , M. Giacomini -
Data-driven nowcasting of pedestrian and vehicle traffic volumes for the digital twin of the city of Matera
R. Pellegrini * , M. Diez -
On Non-Uniqueness of Digital Twins
M. Diez , L. Mainini *
Main Organizer:
Dr.
Ingeborg Gjerde
(Simula, Oslo, Norway)
Chaired by:
Ms. Sara Pollock
(University of Florida, Virgin Islands, USA)
-
Advances in Flight Simulation and Flow Instability
R. Scott * -
Comparing the Size of Finite Element Spaces in 3D for Fluid Equations
R. Scott , T. Tscherpel * -
Modelling moving contact lines on elastic sheets
W. Ren * -
Numerical Modelling of Ammonia Combustion Enhancement By Plasma, Hydrogen, and O2-Enriched Air
M. Shahsavari * , M. Jangi
Sauro Succi (Italian Institute of Technology, Genoa and Harvard University)
Chaired by:
Dr. Matteo Giacomini
(CIMNE - Universitat Politècnica de Catalunya, Barcelona, Spain)
Maurizo La Cava (MLC Presentation Design, Milano)
Chaired by:
Prof. Simona Perotto
(MOX, Department of Mathematics, Politecnico di Milano, Italy)
Thu, 01/06/2023
10:45 - 11:15
10:45 - 11:15
Main Organizer:
Mr.
Nicola Demo
(SISSA mathLab, Fast Computing Srl, Italy)
Chaired by:
Mr. Nicola Demo
(SISSA mathLab, Fast Computing Srl, Italy)
-
ARGOS: The Computational Web Platform for Fast Simulation
N. Demo * , A. Martini , G. Rozza -
Challenges of Residual Minimization-based Model Order Reduction in Car Aerodynamics
M. Mrosek , A. Scardigli , C. Othmer , H. Telib * -
Solving fluid flow problems over complex 3D geometries using the RBF-FD Meshless Method and Algebraic Multigrid
K. Chandrasekar Jeyanthi * , M. Munerato , D. Miotti , R. Zamolo , E. Nobile -
A POD-Neural Network Model for Molten Glass Flow
E. Delgado Avila , A. Mola * , G. Rozza -
PADME-AM: Partition of Unity Methods for Additive Manufacturing
S. Elsweijer * , J. Holke , P. Ponnusamy , M. Schweitzer , L. Troska -
Projection-based model order reduction for multi-modelling problems in nonlinear structural mechanics
E. Agouzal * , J. Argaud , M. Bergmann , G. Ferté , T. Taddei
Main Organizer:
Dr.
Massimiliano Lupo Pasini
(Oak Ridge National Laboratory, United States)
Chaired by:
Dr. Massimiliano Lupo Pasini
(Oak Ridge National Laboratory, United States)
-
Keynote
Graph Neural Networks Motivated By PDE’s
E. Haber * -
Physics-Informed Machine Learning for Proper Orthogonal Decomposition (POD) based Reduced-Order Modelling (ROM) of Parametric, Partial Differential Equations (PDEs)
H. Dave * , L. Cotteleer , A. Parente -
Physics-Informed Neural Networks With Hard Constraints for Solid and Contact Mechanics
T. Sahin * , M. von Danwitz , A. Popp -
Physics-Informed Neural Networks for Granular Flows Modelling
Y. Cheny * , M. Delcey , S. Kiesgen de Richter , J. Keck -
Physics Informed Neural Networks for Gravity Currents Reconstruction from Limited Data
M. Delcey * , Y. Cheny , S. Kiesgen De Richter
Main Organizer:
Ms.
Raffaella De Vita
(Virginia Tech, Blacksburg , United States)
Chaired by:
Ms. Raffaella De Vita
(Virginia Tech, Blacksburg , United States)
-
Computational Models of Human Pregnancy Based on Maternal Anatomy And Cervical Stiffness for Preterm Birth Prediction
E. Louwagie , J. Hairston , M. Mourad , K. Myers * -
Patient-specific treatment for fracture healing processes based on structural analyses
A. Martínez-Martínez * , E. Nadal , D. Bonete-Lluch , J. Ródenas , O. Allix -
Active Elastic Instabilities in Gel Bodies with Small Cavities
M. Curatolo , P. Nardinocchi * , L. Teresi -
Elastic membranes spanning deformable boundaries
F. Ballarin * , G. Bevilacqua , L. Lussardi , A. Marzocchi
Main Organizer:
Dr.
Federica Caforio
(University of Graz, Austria)
Chaired by:
Ms. Marina Strocchi
(King's College London, United Kingdom)
,
Mr. Stefano Pagani
(Politecnico di Milano, Italy)
-
Computational Models of Cardiac Electro-mechanical Function – Closing the Gaps between Virtual and Physical Reality
G. Plank * , K. Gillette , C. Augustin -
Impact of Catheter Tip Shape in Cardiac Ablation
A. Petras * , Z. Moreno Weidmann , M. Echeverria Ferrero , M. Leoni , J. Guerra , L. Gerardo-Giorda -
Sensitivity Analysis of Electrode Location on ECG Signals
L. Cicci * , S. Qian , C. Rodero , F. Campos , K. Gillette , G. Plank , M. Bishop , S. Niederer -
Robust preconditioned solvers for cardiac electrical models
N. Huynh * -
Identification of vital parameters during cardiopulmonary resuscitation
W. Kern * , S. Orlob , A. Bohn , W. Toller , J. Gräsner , J. Wnent , M. Holler -
A bridge between cardiac fibers and liquid crystals
N. Barnafi *
Main Organizer:
Dr.
Hiroshi Suito
(Tohoku University, Japan)
Chaired by:
Dr. Hiroshi Suito
(Tohoku University, Japan)
-
Keynote
Enhancing Explainability of Causal Discovery to Accelerate Materials Design
H. Higuchi * , K. Fujita , H. Suzuki , T. Asai , S. Fukuta -
Exploring the Diversity of Gene Regulatory Networks to Uncover Novel Insights
K. Maruhashi * , Y. Koyanagi , T. Asai , K. Uemura , S. Chang , Y. Fujishige , A. Fujii -
Predicting Real World Dynamics on Infrastructure Networks Based on Reservoir Computing
H. Ando * -
A Matching Algorithm for Incomplete Trees for Diagnosis of Bronchiectasis
H. Suito * , J. Tominaga -
Construction for Incomplete Map Matching Based on Local and Global Geometries
T. Akamatsu , G. Gress * , K. Huneycutt , M. Kanazawa , S. Kano , S. Omura
Main Organizer:
Prof.
Dajana Conte
(Università di Salerno, Italy)
Chaired by:
Prof. Raffaele D'Ambrosio
(University of L'Aquila, Italy)
-
Pharma Tender Processes: Modeling Auction Outcomes
P. Mekler * , J. Sun -
Limited Commercial Licensing Strategies: A Piecewise Deterministic Differential Game
J. Canci * , D. De Giovanni -
From Concrete Mixture to Structural Design - An Optimization Framework to Reduce the Global Warming Potential
E. Tamsen * , A. Agrawal , P. Koutsourelakis , J. Unger -
A New Adaptive Image Format for Machine Learning Classification
N. Ferro , L. Liverotti * , M. Matteucci , S. Perotto -
On the Numerical Solution of Corrosion Models
A. Cardone , D. Conte , G. Frasca-Caccia *
Thu, 01/06/2023
13:15 - 14:30
13:15 - 14:30
Main Organizer:
Mr.
Nicola Demo
(SISSA mathLab, Fast Computing Srl, Italy)
Chaired by:
Mr. Nicola Demo
(SISSA mathLab, Fast Computing Srl, Italy)
-
Real Time Reduced Order Modelling in Computational Mechanics: State of the Art and Challenges
G. Rozza * -
Extreme mesh deformation (X-MESH): A new paradigm to follow physical interfaces, application to the Stefan phase-change model
N. Moes * , J. Remacle , J. Lambrechts , B. Le , N. Chevaugeon -
Projection-based Reduced Order Modeling in Non-Linear Statics: Results from the Implementation in Abaqus
O. Bettinotti * , V. Oancea , R. Taylor -
Exascale multiphysics simulator platform for CO2 sequestration and monitoring: A successful collaboration between Industry and academic research
H. Calandra * -
DT4DRYER: A tool to optimize the drying process
L. Royo-Pascual * , E. Gimeno , A. González-Cencerrado , C. Montañés , A. Gómez , P. Talasila , P. Larsen -
Modeling of the Selective Laser Melting Process with the Use of the Lattice Boltzmann Method
D. Svyetlichnyy *
Main Organizer:
Dr.
Massimiliano Lupo Pasini
(Oak Ridge National Laboratory, United States)
Chaired by:
Dr. Massimiliano Lupo Pasini
(Oak Ridge National Laboratory, United States)
-
Graph neural networks prediction of spectral properties of organic molecules
M. Lupo Pasini * , P. Zhang , S. Irle , Y. Cheng -
Physics-informed Neural Network with Fourier Features for Particle Radiation Transport
J. Ragusa * , Q. Huhn
Main Organizer:
Ms.
Raffaella De Vita
(Virginia Tech, Blacksburg , United States)
Chaired by:
Ms. Raffaella De Vita
(Virginia Tech, Blacksburg , United States)
-
Simulating Multiscale Cellular Models with CellularPotts.jl
R. Gregg * -
A Combined Statistical Shape and Finite Element Modelling Approach for the Robust Assessment of the Female Pelvic Floor Muscles and Bony Pelvis
M. Routzong * -
Approximate Deconvolution Leray Reduced Order Model
A. Sanfilippo * , F. Ballarin , I. Moore , T. Iliescu
Main Organizer:
Dr.
Federica Caforio
(University of Graz, Austria)
Chaired by:
Dr. Federica Caforio
(University of Graz, Austria)
,
Dr. Francesco Regazzoni
(Politecnico di Milano, Italy)
-
Δ-PINN: Physics-Informed Neural Networks on Complex Geometries
S. Pezzuto * , F. Sahli Costabal , P. Perdikaris -
Training Gives Me PINNS and Needles - On the Complexity of Training Physics-Informed Neural Networks
F. Rohrhofer * , S. Steger , S. Posch , C. Gößnitzer , B. Geiger -
Learning Reduced-Order Models for Cardiovascular Simulations with Graph Neural Networks
L. Pegolotti * , M. Pfaller , N. Rubio , K. Ding , R. Brugorolas Brufau , E. Darve , A. Marsden -
Parametric PDEs solvers, uncertainty quantification and parameter estimation
S. Riffaud * , D. Lombardi , M. Fernandez -
Machine Learning-Based Method for Structural Characterization and Fracture Risk Evaluation of Vertebrae With Metastasis.
B. Gandía-Vañó * , X. García-Andrés , E. Arana , E. Nadal-Soriano , J. Ródenas-García -
Level-set geometry parametrization and kernel optimization for predictions of thrombectomy outcomes
S. Bridio * , G. Luraghi , F. Migliavacca , D. González , P. Díez , J. Rodriguez Matas , A. García-González
Main Organizer:
Mr.
Charles Dapogny
(CNRS, Laboratoire Jean Kuntzmann, Université Grenoble Alpes, Saint Martin d’Hères, France)
Chaired by:
Mr. Charles Dapogny
(CNRS, Laboratoire Jean Kuntzmann, Université Grenoble Alpes, Saint Martin d’Hères, France)
-
t8code - The Scalable and Efficient Alternative to Unstructured Meshes
J. Holke , C. Burstedde , D. Knapp , L. Dreyer * -
Valid Meshing via Alpha Wrapping
P. Alliez * -
A new approach for two-phase flows simulation: X-Mesh
J. Remacle * -
High-Fidelity Simulations Of Interfacial Two-Phase Flows On Adaptive Unstructured Grids
V. Moureau * , F. Pecquery , J. Carmona , P. Bénard , G. Lartigue , M. Cailler , J. Leparoux , R. Mercier -
Mesh adaptation techniques for turbulent flows
E. Temellini * , S. Perotto , N. Ferro , T. Chacon Rebollo , E. Delgado Avila
Main Organizer:
Prof.
Dajana Conte
(Università di Salerno, Italy)
Chaired by:
Prof. Dimitri Breda
(University of Udine (DMIF), Italy)
-
Bistability in stochastic networks dynamics
S. Di Giovacchino * , D. Higham , K. Zygalakis -
Adapted Numerical Methods for Reaction-Diffusion Problems in Sustainability
D. Conte * , G. Pagano , B. Paternoster , J. Martin Vaquero -
Numerical Modelling for Supply Chains
R. D'Ambrosio * , C. Scalone
Main Organizer:
Mr.
Johan Hoffman
(KTH Royal Institute of Technology, Stockholm, Sweden)
Chaired by:
Dr. Sohel Sebastian Herff
(Forschungszentrum Jülich, Germany)
-
Space-Time Discretizations and Their Potential for High-Performance Computing
M. Behr * -
Nonlinear Reduced-Order Modelling for Three-Dimensional Turbulent Flow around Complex Geometry using Large-Scale Distributed Machine Learning
K. Ando * , R. Bale , A. Kuroda , M. Tsubokura -
Ice Sheet Modelling - Improving Efficiency of High Accuracy Models
J. Ahlkrona * , A. Löfgren , C. Helanow , T. Zwinger
Main Organizer:
Prof.
Alessandro Parente
(Université Libre de Bruxelles, Belgium)
Chaired by:
Prof. Alessandro Parente
(Université Libre de Bruxelles, Belgium)
-
Reconstruction and Forecasting of a turbulent velocity flow field through Autoencoders and Singular Value Decomposition
R. Abadía-Heredia * , M. Crialesi-Esposito , M. Lopez-Martin , L. Brandt , S. Le Clainche -
Reinforced (Model) Predictive Control of a wind-turbine: a proof-of-concept
L. Schena * , T. Verstraeten , W. Munters , J. Helsen , M. Mendez -
Active Flow Control on three-dimensional cylinders through Deep Reinforcement Learning
P. Suárez * , F. Alcántara-Ávila , A. Miró , J. Rabault , B. Font , O. Lehmkhul , R. Vinuesa
Main Organizer:
Prof.
Simona Perotto
(MOX, Department of Mathematics, Politecnico di Milano, Italy)
Chaired by:
Dr. Federico Ferrari
(Technical University of Denmark, Denmark)
-
Density derivatives for overhang constraints in multiresolution topology optimization
F. Mezzadri * -
Optimizing and generating multiscale lattice structures through evolutionary, machine learning methods and variational auto encoders
F. Dos Reis * , N. Karathanasopoulos -
Level set-based topology optimization of structures enhanced by anisotropic graded meshes
D. Cortellessa , N. Ferro , S. Micheletti * , S. Perotto
Thu, 01/06/2023
16:30 - 17:00
16:30 - 17:00
Main Organizer:
Mr.
Vasileios Tsiolakis
(SINTEF Digital, Norway)
Chaired by:
Mr. Vasileios Tsiolakis
(SINTEF Digital, Norway)
-
Keynote
Reduced Order Modelling (ROM) and Hybrid Analysis and Modelling (HAM) as Enablers for Predictive Digital Twins (DT)
T. Kvamsdal * , E. Fonn , A. Rasheed , V. Tsiolakis , H. van Brummelen -
A Thermodynamics-Informed Deep Learning Framework for Resolution Augmentation
C. Bermejo Barbanoj * , B. Moya García , A. Badías Herbera , F. Chinesta Soria , E. Cueto Prendes -
Dimensionality Reduction for Pollutant Forecasting on a Real Urban Area Test Case
C. Nixarlidis * , L. Cotteleer , A. Gambale , T. De Troyer , A. Parente -
Physics-Aware Soft-Sensors for Embedded Digital Twins
E. Chinellato , P. Martin , S. Pierobon , L. Rinaldi , G. Giusteri , F. Marcuzzi * -
Determination of remaining useful life by fusion of physical- and data-driven modeling
E. Öztürk , B. Ott *
Main Organizer:
Mr.
Johan Hoffman
(KTH Royal Institute of Technology, Stockholm, Sweden)
Chaired by:
Mr. Johan Hoffman
(KTH Royal Institute of Technology, Stockholm, Sweden)
-
Toward High-Performance Multi-Physics Coupled Simulations for the Industry with XDEM
X. Besseron * , P. Adhav , D. Louw , B. Peters -
Enabling Algebraic Multigrid for HPC industrial applications
B. Metsch * -
Neko: A Modern, Portable, and Scalable Framework for High-Fidelity Computational Fluid Dynamics
N. Jansson * , M. Karp , S. Markidis , P. Schlatter -
Numerical Modelling of the Performance of a Cross-Flow Gas Mixer for a Partial Oxidation Reactor
M. Klevs * , V. Geza , V. Kharitonov , G. Zageris , A. Jakovics
Main Organizer:
Prof.
Alessandro Parente
(Université Libre de Bruxelles, Belgium)
Chaired by:
Prof. Alessandro Parente
(Université Libre de Bruxelles, Belgium)
-
A Reinforcement Learning Based Shock Capturing Approach for the High-Order Discontinuous Galerkin Method
A. Schwarz * , J. Keim , L. Zech , A. Beck -
Multi-objective training of an algebraic heat flux model to cure model-data inconsistencies in the momentum treatment
E. Saccaggi , M. Fiore * , L. Koloszar , M. Mendez -
Comparative assessment of optimization algorithms for kinetic model optimization
T. Dinelli * , A. Stagni -
Neural Network for Chemistry Closure and the Effect of Manifold Decomposition
T. Karpowski * , F. Ferraro , A. Scholtissek , C. Hasse -
A-posteriori Investigation of a Data-Driven Scale-Similarity Super-Resolution Model for Turbulence Closure Modeling
L. Nista * , F. Froede , T. Grenga , J. MacArt , A. Attili , H. Pitsch -
Adaptive, Physics-based Digital Twins of Practical Combustion Systems
A. Procacci * , L. Donato , C. Galletti , A. Coussement , A. Parente
Main Organizer:
Dr.
Federica Caforio
(University of Graz, Austria)
Chaired by:
Ms. Marina Strocchi
(King's College London, United Kingdom)
,
Dr. Elias Karabelas
(University of Graz, Austria)
-
Preliminary clinical validations of a digital twin model based on multi-scale, multi-fidelity computational model of the human physiology
C. Contarino * , F. Chifari , P. Severgnini , G. Feliciotti , E. Castelnuovo , C. Zanovello -
Hemodynamics in Stented Arteries: a Reduced Order Model
A. Ranno * , F. Lespagnol , F. Ballarin , M. Behr , S. Perotto , P. Zunino -
Blood velocity reconstruction in coronary artery with occlusion using particle tracking data
H. Keramati * , A. de Vecchi , S. Niederer -
Mathematical Background for Upper Limb Exoskeleton
M. Leba * , A. Ionica -
Image-based bone remodelling model adaptation based on the mechanostat theory
E. Nadal * , J. Gutiérrez-Gil , C. Atienza , M. Tur , J. Ródenas -
Bone microstructure estimation from medical images through structural and mechanosensory based procedures
J. Gutiérrez-Gil * , M. Bosch-Galera , Y. Kameo , E. Nadal , T. Adachi , M. Tur , J. Ródenas
Main Organizer:
Prof.
Didier Auroux
(Université Côte d'Azur, France)
Chaired by:
Ms. Francesca Rapetti
(Universite Cote d'Azur, France)
-
Identification of the plasma current density in a Tokamak
J. Blum * , C. Boulbe , B. Faugeras -
Nonlinear compressive reduced basis approximation for PDE's
A. Cohen , C. Farhat , Y. Maday * , A. Somacal -
2D turbulent transport model reduction for magnetic fusion plasma
E. Serre * , H. Bufferand , G. Ciraolo , P. Ghendrih , P. Tamain -
Parameter Identification for Turbulent Transport of Fusion Plasmas
L. lamerand * , F. Rapetti , D. Auroux -
Reduced order modeling using auto-encoder and Hamiltonian neural networks
E. Franck , G. Steimer * , L. Navoret , V. Vigon -
Geometric Numerical Methods and Machine Learning for Highly-Oscillatory Problems
L. Tremant * -
Equibrium reconstruction in Tokamaks using neural networks
G. Gros * , C. Boulbe , B. Faugeras
Main Organizer:
Prof.
Simona Perotto
(MOX, Department of Mathematics, Politecnico di Milano, Italy)
Chaired by:
Ms. Stefania Marconi
(University of Pavia, Italy)
-
Keynote
Shape optimization of a layer by layer mechanical functional for dealing with overhang constraints
G. Allaire , C. Dapogny * , R. Estevez , A. Faure , G. Michailidis -
Topology Optimization Method with Physics-based Overheating Control
R. Ranjan , C. Ayas * , M. Langelaar -
Structural and Fluidic Analysis of Vertical Stabilizers with Co-Cured Metal-Composite Joints
F. Portis * , G. De Pasquale -
Free-form material extrusion filament path optimization and the related orientation-field based algorithm
V. Murugan , G. Alaimo * , F. Auricchio , S. Marconi
Thu, 01/06/2023
19:00 - 19:15
19:00 - 19:15