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At the [https://www.siam.org/meetings/uq18/ | At the [https://www.siam.org/meetings/uq18/ SIAM conference on Uncertainty Quantification 2018], [[Tobias Neckel]] and [https://www.ipvs.uni-stuttgart.de/abteilungen/sgs/abteilung/mitarbeiter/Dirk.Pflueger Dirk Pflüger] organised a '''minisymposium on Software for UQ'''. | ||
[http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/scheduleMinisymp.pdf Original Schedule] | |||
The '''presentations''' of most of the speakers are collected here, in the order of appearance: | The '''presentations''' of most of the speakers are collected here, in the order of appearance: | ||
[http://meetings.siam.org/sess/dsp_programsess.cfm?SESSIONCODE=63693 Part 1 (MS 88)] | [http://meetings.siam.org/sess/dsp_programsess.cfm?SESSIONCODE=63693 Part 1 (MS 88)] | ||
* [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/ | * Dirk Pflüger: [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/2018_SGpp_Pflueger.pdf Data-driven, Adaptive Sparse Grids for UQ in SG++] | ||
* [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/ | * Brian Adams: [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/2018_Dakota_Adams.pdf Dakota: Explore and Predict with Confidence] | ||
* [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/ | * Michael Baudin: [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/2018_OpenTURNS_PopelinBaudin.pdf The Openturns Uncertainty Quantification Software ] | ||
* | * Arnold Song: Bayesian Computation for Statistical and Physical Problems | ||
[http://meetings.siam.org/sess/dsp_programsess.cfm?SESSIONCODE=63694 Part 2 (MS 102)] | [http://meetings.siam.org/sess/dsp_programsess.cfm?SESSIONCODE=63694 Part 2 (MS 102)] | ||
* [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/ | * Jean-Baptiste Blanchard: [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/2018_Uranie_Gaudier.pdf URANIE: The Uncertainty and Optimization Platform ] | ||
* [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/ | * Charles Tong: [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/2018_PSUADE_Tong.pdf PSUADE: A Framework for Uncertainty Quantification and Optimization ] | ||
* [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/ | * Michael McKerns: [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/2018_Mystic_McKerns.pdf Mystic: Rigorous Model Certification and Engineering Design under Uncertainty] | ||
[http://meetings.siam.org/sess/dsp_programsess.cfm?SESSIONCODE=63695 Part 3 (MS 115)] | [http://meetings.siam.org/sess/dsp_programsess.cfm?SESSIONCODE=63695 Part 3 (MS 115)] | ||
* [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/ | * Miroslav Stoyanov: [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/2018_TASMANIAN_Stoyanov.pdf Markov Chain Monte Carlo Sampling using GPU Accelerated Sparse Grids Surrogate Models ] | ||
* [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/ | * Friedrich Menhorn: [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/2018_snowpack_dakota_menhorn.pdf Integrating SNOWPAC in Dakota with Application to a Scramjet] | ||
[http://meetings.siam.org/sess/dsp_programsess.cfm?SESSIONCODE=63728 Part 4 (MS 128)] | [http://meetings.siam.org/sess/dsp_programsess.cfm?SESSIONCODE=63728 Part 4 (MS 128)] | ||
* [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/ | * Jonathan Feinberg: [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/2018_chaospy_Feinberg.pdf Chaospy: A Pythonic Approach to Polynomial Chaos Expansion] | ||
* [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/ | * Florian Künzner/Tobias Neckel: [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/2018_runtime_NeckelKuenzner.pdf Prediction and Reduction of Runtime in UQ Simulations on HPC Systems using Chaospy] | ||
* [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/ | * Bert Debusschere: [http://www5.in.tum.de/persons/neckel/siamuq18_slides_minisymp/2018_uqtk_Debuschere.pdf UQTk - A Flexible Python/C++ Toolkit for Uncertainty Quantification ] | ||
The above image shows the implementations | The above image shows the implementations (and corresponding locations) scheduled in the minisymposium which represents the majority of UQ software as of April 2018. | ||
Latest revision as of 10:58, 14 December 2018
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At the SIAM conference on Uncertainty Quantification 2018, Tobias Neckel and Dirk Pflüger organised a minisymposium on Software for UQ.
The presentations of most of the speakers are collected here, in the order of appearance:
- Dirk Pflüger: Data-driven, Adaptive Sparse Grids for UQ in SG++
- Brian Adams: Dakota: Explore and Predict with Confidence
- Michael Baudin: The Openturns Uncertainty Quantification Software
- Arnold Song: Bayesian Computation for Statistical and Physical Problems
- Jean-Baptiste Blanchard: URANIE: The Uncertainty and Optimization Platform
- Charles Tong: PSUADE: A Framework for Uncertainty Quantification and Optimization
- Michael McKerns: Mystic: Rigorous Model Certification and Engineering Design under Uncertainty
- Miroslav Stoyanov: Markov Chain Monte Carlo Sampling using GPU Accelerated Sparse Grids Surrogate Models
- Friedrich Menhorn: Integrating SNOWPAC in Dakota with Application to a Scramjet
- Jonathan Feinberg: Chaospy: A Pythonic Approach to Polynomial Chaos Expansion
- Florian Künzner/Tobias Neckel: Prediction and Reduction of Runtime in UQ Simulations on HPC Systems using Chaospy
- Bert Debusschere: UQTk - A Flexible Python/C++ Toolkit for Uncertainty Quantification
The above image shows the implementations (and corresponding locations) scheduled in the minisymposium which represents the majority of UQ software as of April 2018.
We plan to repeat this minisymposium at the next SIAM UQ in 2020. If
your software is missing on this list and if you would like to
contribute, please notify us.