SlideShare a Scribd company logo
1 of 24
Visualization of large FEM models   Visualization of large FEM models  Tomáš Hnilica t omas.hnilica @webstep.net
Visualization of large FEM models  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Visualization of large FEM models  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Visualization of large FEM models  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Visualization of large FEM models  ,[object Object],[object Object],[object Object],[object Object]
Visualization of large FEM models  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Visualization of large FEM models  ,[object Object],[object Object],[object Object],[object Object]
Visualization of large FEM models  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],scalar results example Source: Ansys, Inc. Example: deformation is vector result (translation in X,Y,Z direction) placed on nodes.
Visualization of large FEM models ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Preprocessing phase Solution Postprocessing phase
Visualization of large FEM models ,[object Object],Initial geometry  - Input from CAD (Catia) Mesh - Input is meshed into FEM model
Visualization of large FEM models ,[object Object],[object Object],[object Object],[object Object]
Visualization of large FEM models ,[object Object],Visualization of simulation results
Visualization of large FEM models  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Visualization of large FEM models  Design of out-of-core system -  structured into modules for possible combinations of in-core and out-of-core modules  (in-code model database may operate with out-of-core visualization)
Visualization of large FEM models  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Nodes <- 0–n -> Elements <- 0–n -> Component 1 | Component 2 | Component 3
Visualization of large FEM models  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Visualization of large FEM models  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Visualization of large FEM models  Visualization – mesh partitioning Source: Adaptive Tetra Puzzles (P. Cignoni, F.Ganovelli, E. Gobetti, F. Marton, F. Ponchio, R. Scopingo)
Visualization of large FEM models  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Visualization of large FEM models  ,[object Object],[object Object],[object Object],[object Object],[object Object]
Visualization of large FEM models  ,[object Object],[object Object],[object Object],[object Object],[object Object]
Visualization of large FEM models  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Visualization of large FEM models  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Visualization of large FEM models  ,[object Object]

More Related Content

What's hot

Master defence 2020 - Oleh Misko - Ensembling and Transfer Learning for Multi...
Master defence 2020 - Oleh Misko - Ensembling and Transfer Learning for Multi...Master defence 2020 - Oleh Misko - Ensembling and Transfer Learning for Multi...
Master defence 2020 - Oleh Misko - Ensembling and Transfer Learning for Multi...Lviv Data Science Summer School
 
[Steven karris] introduction_to_simulink_with_engi
[Steven karris] introduction_to_simulink_with_engi[Steven karris] introduction_to_simulink_with_engi
[Steven karris] introduction_to_simulink_with_engiStiedy Jocky
 
Fundamentals of Image Processing & Computer Vision with MATLAB
Fundamentals of Image Processing & Computer Vision with MATLABFundamentals of Image Processing & Computer Vision with MATLAB
Fundamentals of Image Processing & Computer Vision with MATLABAli Ghanbarzadeh
 
Intake 38 data access 4
Intake 38 data access 4Intake 38 data access 4
Intake 38 data access 4Mahmoud Ouf
 

What's hot (8)

UIC Panella Thesis
UIC Panella ThesisUIC Panella Thesis
UIC Panella Thesis
 
C,C++ In Matlab
C,C++ In MatlabC,C++ In Matlab
C,C++ In Matlab
 
Master defence 2020 - Oleh Misko - Ensembling and Transfer Learning for Multi...
Master defence 2020 - Oleh Misko - Ensembling and Transfer Learning for Multi...Master defence 2020 - Oleh Misko - Ensembling and Transfer Learning for Multi...
Master defence 2020 - Oleh Misko - Ensembling and Transfer Learning for Multi...
 
32
3232
32
 
[Steven karris] introduction_to_simulink_with_engi
[Steven karris] introduction_to_simulink_with_engi[Steven karris] introduction_to_simulink_with_engi
[Steven karris] introduction_to_simulink_with_engi
 
ML_in_QM_JC_02-10-18
ML_in_QM_JC_02-10-18ML_in_QM_JC_02-10-18
ML_in_QM_JC_02-10-18
 
Fundamentals of Image Processing & Computer Vision with MATLAB
Fundamentals of Image Processing & Computer Vision with MATLABFundamentals of Image Processing & Computer Vision with MATLAB
Fundamentals of Image Processing & Computer Vision with MATLAB
 
Intake 38 data access 4
Intake 38 data access 4Intake 38 data access 4
Intake 38 data access 4
 

Similar to Visualization of large FEM meshes

Introduction to Machine Learning with SciKit-Learn
Introduction to Machine Learning with SciKit-LearnIntroduction to Machine Learning with SciKit-Learn
Introduction to Machine Learning with SciKit-LearnBenjamin Bengfort
 
School of Computing, Science & EngineeringAssessment Briefin.docx
School of Computing, Science & EngineeringAssessment Briefin.docxSchool of Computing, Science & EngineeringAssessment Briefin.docx
School of Computing, Science & EngineeringAssessment Briefin.docxanhlodge
 
A Tale of Data Pattern Discovery in Parallel
A Tale of Data Pattern Discovery in ParallelA Tale of Data Pattern Discovery in Parallel
A Tale of Data Pattern Discovery in ParallelJenny Liu
 
Spy On Your Models, Standard talk at EclipseCon 2011
Spy On Your Models, Standard talk at EclipseCon 2011Spy On Your Models, Standard talk at EclipseCon 2011
Spy On Your Models, Standard talk at EclipseCon 2011Hugo Bruneliere
 
PEEC based electromagnetic simulator
PEEC based electromagnetic simulator PEEC based electromagnetic simulator
PEEC based electromagnetic simulator Swapnil Gaul
 
data stage-material
data stage-materialdata stage-material
data stage-materialRajesh Kv
 
Exploring Emerging Technologies in the Extreme Scale HPC Co-Design Space with...
Exploring Emerging Technologies in the Extreme Scale HPC Co-Design Space with...Exploring Emerging Technologies in the Extreme Scale HPC Co-Design Space with...
Exploring Emerging Technologies in the Extreme Scale HPC Co-Design Space with...jsvetter
 
Migration To Multi Core - Parallel Programming Models
Migration To Multi Core - Parallel Programming ModelsMigration To Multi Core - Parallel Programming Models
Migration To Multi Core - Parallel Programming ModelsZvi Avraham
 
Generation of Random EMF Models for Benchmarks
Generation of Random EMF Models for BenchmarksGeneration of Random EMF Models for Benchmarks
Generation of Random EMF Models for BenchmarksMarkus Scheidgen
 
Building nTier Applications with Entity Framework Services (Part 1)
Building nTier Applications with Entity Framework Services (Part 1)Building nTier Applications with Entity Framework Services (Part 1)
Building nTier Applications with Entity Framework Services (Part 1)David McCarter
 
Web Information Extraction Learning based on Probabilistic Graphical Models
Web Information Extraction Learning based on Probabilistic Graphical ModelsWeb Information Extraction Learning based on Probabilistic Graphical Models
Web Information Extraction Learning based on Probabilistic Graphical ModelsGUANBO
 
DAE Tools 1.8.0 - Overview
DAE Tools 1.8.0 - OverviewDAE Tools 1.8.0 - Overview
DAE Tools 1.8.0 - OverviewDragan Nikolić
 
Building nTier Applications with Entity Framework Services (Part 1)
Building nTier Applications with Entity Framework Services (Part 1)Building nTier Applications with Entity Framework Services (Part 1)
Building nTier Applications with Entity Framework Services (Part 1)David McCarter
 
Midas nfx 2015 software features presentation
Midas nfx 2015 software features presentationMidas nfx 2015 software features presentation
Midas nfx 2015 software features presentationCyprien Rusu
 
IRJET - Single Image Super Resolution using Machine Learning
IRJET - Single Image Super Resolution using Machine LearningIRJET - Single Image Super Resolution using Machine Learning
IRJET - Single Image Super Resolution using Machine LearningIRJET Journal
 

Similar to Visualization of large FEM meshes (20)

Introduction to Machine Learning with SciKit-Learn
Introduction to Machine Learning with SciKit-LearnIntroduction to Machine Learning with SciKit-Learn
Introduction to Machine Learning with SciKit-Learn
 
MSR Asia Summit
MSR Asia SummitMSR Asia Summit
MSR Asia Summit
 
School of Computing, Science & EngineeringAssessment Briefin.docx
School of Computing, Science & EngineeringAssessment Briefin.docxSchool of Computing, Science & EngineeringAssessment Briefin.docx
School of Computing, Science & EngineeringAssessment Briefin.docx
 
A Tale of Data Pattern Discovery in Parallel
A Tale of Data Pattern Discovery in ParallelA Tale of Data Pattern Discovery in Parallel
A Tale of Data Pattern Discovery in Parallel
 
Ch08
Ch08Ch08
Ch08
 
Ch08
Ch08Ch08
Ch08
 
Spy On Your Models, Standard talk at EclipseCon 2011
Spy On Your Models, Standard talk at EclipseCon 2011Spy On Your Models, Standard talk at EclipseCon 2011
Spy On Your Models, Standard talk at EclipseCon 2011
 
PEEC based electromagnetic simulator
PEEC based electromagnetic simulator PEEC based electromagnetic simulator
PEEC based electromagnetic simulator
 
data stage-material
data stage-materialdata stage-material
data stage-material
 
Exploring Emerging Technologies in the Extreme Scale HPC Co-Design Space with...
Exploring Emerging Technologies in the Extreme Scale HPC Co-Design Space with...Exploring Emerging Technologies in the Extreme Scale HPC Co-Design Space with...
Exploring Emerging Technologies in the Extreme Scale HPC Co-Design Space with...
 
Lecture4981 1
Lecture4981 1Lecture4981 1
Lecture4981 1
 
Migration To Multi Core - Parallel Programming Models
Migration To Multi Core - Parallel Programming ModelsMigration To Multi Core - Parallel Programming Models
Migration To Multi Core - Parallel Programming Models
 
Generation of Random EMF Models for Benchmarks
Generation of Random EMF Models for BenchmarksGeneration of Random EMF Models for Benchmarks
Generation of Random EMF Models for Benchmarks
 
Building nTier Applications with Entity Framework Services (Part 1)
Building nTier Applications with Entity Framework Services (Part 1)Building nTier Applications with Entity Framework Services (Part 1)
Building nTier Applications with Entity Framework Services (Part 1)
 
Web Information Extraction Learning based on Probabilistic Graphical Models
Web Information Extraction Learning based on Probabilistic Graphical ModelsWeb Information Extraction Learning based on Probabilistic Graphical Models
Web Information Extraction Learning based on Probabilistic Graphical Models
 
DAE Tools 1.8.0 - Overview
DAE Tools 1.8.0 - OverviewDAE Tools 1.8.0 - Overview
DAE Tools 1.8.0 - Overview
 
ALT
ALTALT
ALT
 
Building nTier Applications with Entity Framework Services (Part 1)
Building nTier Applications with Entity Framework Services (Part 1)Building nTier Applications with Entity Framework Services (Part 1)
Building nTier Applications with Entity Framework Services (Part 1)
 
Midas nfx 2015 software features presentation
Midas nfx 2015 software features presentationMidas nfx 2015 software features presentation
Midas nfx 2015 software features presentation
 
IRJET - Single Image Super Resolution using Machine Learning
IRJET - Single Image Super Resolution using Machine LearningIRJET - Single Image Super Resolution using Machine Learning
IRJET - Single Image Super Resolution using Machine Learning
 

Recently uploaded

Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdflior mazor
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businesspanagenda
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobeapidays
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024SynarionITSolutions
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 

Recently uploaded (20)

Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 

Visualization of large FEM meshes

  • 1. Visualization of large FEM models Visualization of large FEM models Tomáš Hnilica t omas.hnilica @webstep.net
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.
  • 14. Visualization of large FEM models Design of out-of-core system - structured into modules for possible combinations of in-core and out-of-core modules (in-code model database may operate with out-of-core visualization)
  • 15.
  • 16.
  • 17.
  • 18. Visualization of large FEM models Visualization – mesh partitioning Source: Adaptive Tetra Puzzles (P. Cignoni, F.Ganovelli, E. Gobetti, F. Marton, F. Ponchio, R. Scopingo)
  • 19.
  • 20.
  • 21.
  • 22.
  • 23.
  • 24.