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MOOSE: Enabling Massively Parallel Multiphysics Simulation [article]

Cody J. Permann, Derek R. Gaston, David Andrs, Robert W. Carlsen, Fande Kong, Alexander D. Lindsay, Jason M. Miller, John W. Peterson, Andrew E. Slaughter, Roy H. Stogner, Richard C. Martineau
<span title="2019-11-11">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The Multiphysics Object Oriented Simulation Environment (MOOSE) aims to enable such development by providing simplified interfaces for specification of partial differential equations, boundary conditions  ...  capability that lowers the barrier for the creation of multiphysics simulation codes.  ...  and Consortium for Advanced Simulation of Light Water Reactors programs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1911.04488v1">arXiv:1911.04488v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xgejxipdcvd5ha3kuylnxrtlay">fatcat:xgejxipdcvd5ha3kuylnxrtlay</a> </span>
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MOOSE: Enabling massively parallel multiphysics simulation

Cody J. Permann, Derek R. Gaston, David Andrš, Robert W. Carlsen, Fande Kong, Alexander D. Lindsay, Jason M. Miller, John W. Peterson, Andrew E. Slaughter, Roy H. Stogner, Richard C. Martineau
<span title="">2020</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xayqhkyjsncwvogxxusqncax6q" style="color: black;">SoftwareX</a> </i> &nbsp;
The Multiphysics Object Oriented Simulation Environment (MOOSE) aims to enable such development by providing simplified interfaces for specification of partial differential equations, boundary conditions  ...  Harnessing modern parallel computing resources to achieve complex multiphysics simulations is a daunting task.  ...  and Consortium, United States of America for Advanced Simulation of Light Water Reactors programs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.softx.2020.100430">doi:10.1016/j.softx.2020.100430</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/g6uq6ezpfraqrcer7rhekiigwi">fatcat:g6uq6ezpfraqrcer7rhekiigwi</a> </span>
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The MOOSE geochemistry module

Andy Wilkins, Christopher Green, Logan Harbour, Robert Podgorney
<span title="2021-12-01">2021</span> <i title="The Open Journal"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3gk7mr6lhvdwnkgcicv7r2lrry" style="color: black;">Journal of Open Source Software</a> </i> &nbsp;
Acknowledgements The authors thank the MOOSE framework team, past and present, for providing the MOOSE framework and auxiliary functionality (quality control, test harnesses, documentation scaffolds, build  ...  Overview and comparisons with other software The geochemistry module is built upon, and provided as part of, the open-source, massively parallel, fully implicit multiphysics simulation framework MOOSE  ...  The MOOSE geochemistry module enables users to solve such models.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21105/joss.03314">doi:10.21105/joss.03314</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2rzkdurdhza5ndqo6oad27353e">fatcat:2rzkdurdhza5ndqo6oad27353e</a> </span>
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MOOSE: A parallel computational framework for coupled systems of nonlinear equations

Derek Gaston, Chris Newman, Glen Hansen, Damien Lebrun-Grandié
<span title="">2009</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/r4kr7djktzcknc64avxbrwxhma" style="color: black;">Nuclear Engineering and Design</a> </i> &nbsp;
MOOSE: Multiphysics Object Oriented Simulation Environment, a parallel computational framework targeted at solving these systems, is presented.  ...  Systems of coupled, nonlinear partial differential equations often arise in simulation of nuclear processes.  ...  MOOSE combines these ideas into a modern, general, comprehensive framework enabling rapid prototyping as well as yielding production ready massively parallel codes in a fraction of the time previously  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.nucengdes.2009.05.021">doi:10.1016/j.nucengdes.2009.05.021</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aj54sx3qc5frjfaotjynwcyeca">fatcat:aj54sx3qc5frjfaotjynwcyeca</a> </span>
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A workflow leveraging MOOSE transient multiphysics simulations to evaluate the impact of thermophysical property uncertainties on molten-salt reactors

A. Abou-Jaoude, S. Harper, G. Giudicelli, P. Balestra, S. Schunert, N. Martin, A. Lindsay, M. Tano, R. Freile
<span title="">2021</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fbubbos3yzdy7kw53whrhfm23a" style="color: black;">Annals of Nuclear Energy</a> </i> &nbsp;
The resulting new capability enables efficient transient multiphysics simulations of open-pool-type MSR concepts, including delayed neutron precursor advection and beyond design basis events.  ...  In light of the challenges associated with predicting the effect of reactor operations and burnup on bulk salt properties, this work demonstrates how Griffin/ Pronghorn multiphysics simulations may be  ...  The immediate benefit of basing a physics-specific application on MOOSE is the inheritance of framework capabilities such as massive parallelism, finite-element and finite-volume discretization methods  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.anucene.2021.108546">doi:10.1016/j.anucene.2021.108546</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/azz7nrchvjfbjjz72uzza4hxfu">fatcat:azz7nrchvjfbjjz72uzza4hxfu</a> </span>
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Parallel multiphysics algorithms and software for computational nuclear engineering

D Gaston, G Hansen, S Kadioglu, D A Knoll, C Newman, H Park, C Permann, W Taitano
<span title="2009-07-01">2009</span> <i title="IOP Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wxgp7pobnrfetfizidmpebi4qy" style="color: black;">Journal of Physics, Conference Series</a> </i> &nbsp;
To facilitate rapid development of multiphysics applications we have developed the Multiphysics Object-Oriented Simulation Environment (MOOSE).  ...  Related content On the concept of the interactive information and simulation system for gas dynamics and multiphysics problems O Bessonov and P Silvestrov -Scalable parallel solution coupling for multiphysics  ...  MOOSE was developed with the following in mind: • Massively parallel performance and scalability is needed for large problems, but economics mandate that MOOSE applications also perform well on desktop  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1742-6596/180/1/012012">doi:10.1088/1742-6596/180/1/012012</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zxsz72nhtrdkrjxjyllez4yt6a">fatcat:zxsz72nhtrdkrjxjyllez4yt6a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180725040206/http://iopscience.iop.org/article/10.1088/1742-6596/180/1/012012/pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a4/9f/a49f1b25918a3f01490de7663684df7aadf5cc0a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1742-6596/180/1/012012"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> iop.org </button> </a>

Physics-based multiscale coupling for full core nuclear reactor simulation

Derek R. Gaston, Cody J. Permann, John W. Peterson, Andrew E. Slaughter, David Andrš, Yaqi Wang, Michael P. Short, Danielle M. Perez, Michael R. Tonks, Javier Ortensi, Ling Zou, Richard C. Martineau
<span title="">2015</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fbubbos3yzdy7kw53whrhfm23a" style="color: black;">Annals of Nuclear Energy</a> </i> &nbsp;
Recent advances in the MOOSE (Multiphysics Object Oriented Simulation Environment) framework have enabled a new approach: multiple domain-specific applications, all built on the same software framework  ...  Historically, simulation of an entire reactor was accomplished by linking together multiple existing codes that each simulated a subset of the relevant multiphysics phenomena.  ...  Recent MOOSE framework developments have enabled the efficient combination of multiple, independently developed applications with the goal of achieving massive, multiscale calculations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.anucene.2014.09.060">doi:10.1016/j.anucene.2014.09.060</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/e3qtljkw3na7dcbap2j2wrgn2y">fatcat:e3qtljkw3na7dcbap2j2wrgn2y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180723130509/http://dspace.mit.edu/bitstream/handle/1721.1/105356/Short_Physics-based.pdf;jsessionid=64C10F739EAF1CFEB292F75B172D3C93?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6c/13/6c13d30ec4ace2f69ecfb9473440a6d3443f9c90.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.anucene.2014.09.060"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

PorousFlow: a multiphysics simulation code for coupled problems in porous media

Andy Wilkins, Christopher Green, Jonathan Ennis-King
<span title="2020-11-29">2020</span> <i title="The Open Journal"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3gk7mr6lhvdwnkgcicv7r2lrry" style="color: black;">Journal of Open Source Software</a> </i> &nbsp;
and applications PorousFlow enables simulation of transport and flow in porous media.  ...  Such simulations are important in many practical fields of research. For instance, PorousFlow has been used in the following applications.  ...  PorousFlow: a multiphysics simulation code for coupled problems in porous media. Journal of Open Source Software, 5(55), 2176. https://doi.org/10.21105/joss.02176  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21105/joss.02176">doi:10.21105/joss.02176</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yhvjavqbxvfv7jgpmnzukz7t6a">fatcat:yhvjavqbxvfv7jgpmnzukz7t6a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201203022523/https://joss.theoj.org/papers/10.21105/joss.02176.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/78/0a/780ad3a5ca9bb1466394079c0f398ff968f1c04e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21105/joss.02176"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Introduction to Moltres: An application for simulation of Molten Salt Reactors

Alexander Lindsay, Gavin Ridley, Andrei Rykhlevskii, Kathryn Huff
<span title="">2018</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fbubbos3yzdy7kw53whrhfm23a" style="color: black;">Annals of Nuclear Energy</a> </i> &nbsp;
This paper describes its neutronics model, thermal hydraulics model, and their coupling in the MOOSE framework.  ...  All codes use MPI for parallel communication and are easily deployed on massively-parallel cluster-computing platforms.  ...  By implementing deterministic neutronics and thermal hydraulics in the context of the Multiphysics Object-Oriented Simulation Environment (MOOSE) finite element modeling framework, Moltres solves arbitrary-group  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.anucene.2017.12.025">doi:10.1016/j.anucene.2017.12.025</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nbfzzbrmsnhwbmf2ezpqrdqkya">fatcat:nbfzzbrmsnhwbmf2ezpqrdqkya</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190226095448/http://pdfs.semanticscholar.org/6fc7/c5a4b9fb39a07ae094323378ec935fc7b8b9.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6f/c7/6fc7c5a4b9fb39a07ae094323378ec935fc7b8b9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.anucene.2017.12.025"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

RHEA v1.0: Enabling fully coupled simulations with hydro-geomechanical heterogeneity

José M. Bastías Espejo​​​​​​​, Andy Wilkins, Gabriel C. Rau, Philipp Blum
<span title="2021-10-18">2021</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rqk7miszmbcxtcrxk7hjwolghq" style="color: black;">Geoscientific Model Development</a> </i> &nbsp;
To extend current modelling capabilities of the Multiphysics Object-Oriented Simulation Environment (MOOSE), we added new code that handles spatially distributed data of all hydro-geomechanical properties  ...  We further propose a simple yet powerful workflow to facilitate the incorporation of such data to MOOSE.  ...  We built RHEA as a derivative of MOOSE, the massively parallel and open-source FE simulation environment for coupled multi-physics processes (Gaston et al., 2009; Permann et al., 2020) .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/gmd-14-6257-2021">doi:10.5194/gmd-14-6257-2021</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dnwk7iy5pzdjzaud7hs2owlpae">fatcat:dnwk7iy5pzdjzaud7hs2owlpae</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211019135208/https://gmd.copernicus.org/articles/14/6257/2021/gmd-14-6257-2021.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/37/1a/371a4fb0fe2c6ceb6aaf46bdaba13dbb89197870.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/gmd-14-6257-2021"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Survey of Multiscale and Multiphysics Applications and Communities [article]

Derek Groen, Stefan J. Zasada, Peter V. Coveney
<span title="2013-05-23">2013</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We conclude that multiscale computing has become increasingly popular in recent years, that different communities adopt very different approaches to constructing multiscale simulations, and that simulations  ...  Multiscale and multiphysics applications are now commonplace, and many researchers focus on combining existing models to construct combined multiscale models.  ...  One of the tools that emerged from the engineering domain is the Multiphysics Object-Oriented Simulation Environment (MOOSE) toolkit (www.inl.gov/research/moose/).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1208.6444v3">arXiv:1208.6444v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4edul6pyonecdpc4en3wzzckya">fatcat:4edul6pyonecdpc4en3wzzckya</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200930134621/https://arxiv.org/pdf/1208.6444v3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/34/e2/34e2a9ea7d6d4b4f8b92d4f4488f6c6b7b75c647.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1208.6444v3" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Survey of Multiscale and Multiphysics Applications and Communities

Derek Groen, Stefan J. Zasada, Peter V. Coveney
<span title="">2014</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4hwwgwyqabardl76zzbexzcmhu" style="color: black;">Computing in science &amp; engineering (Print)</a> </i> &nbsp;
We conclude that multiscale computing has become increasingly popular in recent years, that different communities adopt very different approaches to constructing multiscale simulations, and that simulations  ...  Multiscale and multiphysics applications are now commonplace, and many researchers focus on combining existing models to construct combined multiscale models.  ...  One of the tools that emerged from the engineering domain is the Multiphysics Object-Oriented Simulation Environment (MOOSE) toolkit (www.inl.gov/research/moose/).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mcse.2013.47">doi:10.1109/mcse.2013.47</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4fosll5thvc3vkhbhvvv4vfoa4">fatcat:4fosll5thvc3vkhbhvvv4vfoa4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170921222222/http://bura.brunel.ac.uk/bitstream/2438/12096/2/Fulltext.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f8/dd/f8ddda23b0045be3551f58f4596defebe8247f27.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mcse.2013.47"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Enabling validated exascale nuclear science

Andrew Davis, Aleksander Dubas, Ruben Otin, C. Doglioni, D. Kim, G.A. Stewart, L. Silvestris, P. Jackson, W. Kamleh
<span title="">2020</span> <i title="EDP Sciences"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oduy4e4fvfhovftixyndrlkomi" style="color: black;">EPJ Web of Conferences</a> </i> &nbsp;
In order to address the engineering simulation challenges of the future, the community must address simulation in a much more tightly coupled ecosystem, with a set of tools that can scale to take advantage  ...  Engineering simulation for fusion, sits in an awkward position, a mixture of commercial and licensed tools are used, often with email driven transfer of data.  ...  Multiphysics and multiscale simulations are then combined into a fully-functioning digital representation, a digital twin.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1051/epjconf/202024509001">doi:10.1051/epjconf/202024509001</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/b2qxug4a6jee5coy5vifvgj6xq">fatcat:b2qxug4a6jee5coy5vifvgj6xq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201120134645/https://www.epj-conferences.org/articles/epjconf/pdf/2020/21/epjconf_chep2020_09001.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/15/50/1550cd6bb599ffd1e00f7c15452a5717c1ab1cc9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1051/epjconf/202024509001"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

The Virtual Environment for Reactor Applications (VERA): Design and architecture

John A. Turner, Kevin Clarno, Matt Sieger, Roscoe Bartlett, Benjamin Collins, Roger Pawlowski, Rodney Schmidt, Randall Summers
<span title="">2016</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/f7kkigxhzjakref5b42jt4uoya" style="color: black;">Journal of Computational Physics</a> </i> &nbsp;
CASL was established for the modeling and simulation of commercial nuclear reactors.  ...  VERA, the Virtual Environment for Reactor Applications, is the system of physics capabilities being developed and deployed by the Consortium for Advanced Simulation of Light Water Reactors (CASL).  ...  Shift is being developed as a massively parallel code and supports multiple parallel decompositions ranging from full domain replication, full domain decomposition, domain decomposition with overlapping  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jcp.2016.09.003">doi:10.1016/j.jcp.2016.09.003</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3jxsdtkybva2hgx3berhhe7lwa">fatcat:3jxsdtkybva2hgx3berhhe7lwa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722230815/https://manuscript.elsevier.com/S0021999116304156/pdf/S0021999116304156.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/67/e7/67e7df8a88a94e17aafdc3f6ae8f4b08ae51129a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jcp.2016.09.003"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Graph-Based Software Design for Managing Complexity and Enabling Concurrency in Multiphysics PDE Software

Patrick K. Notz, Roger P. Pawlowski, James C. Sutherland
<span title="2012-11-01">2012</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nbwrdehgsngz7e2t5hbiap5vgq" style="color: black;">ACM Transactions on Mathematical Software</a> </i> &nbsp;
Finally, this approach enables algorithmic parallelization via threads.  ...  Multiphysics simulation software is plagued by complexity stemming from nonlinearly coupled systems of Partial Differential Equations (PDEs).  ...  Germain et al. 2000] , and MOOSE [Gaston et al. 2009 ]. By abstracting data management and parallelization these frameworks enabled application programmers to focus on the algorithm implementation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2382585.2382586">doi:10.1145/2382585.2382586</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wnzlpf6ucvd25ope22xk2rr3ui">fatcat:wnzlpf6ucvd25ope22xk2rr3ui</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20150930071811/http://www.sci.utah.edu/publications/Not2012a/Notz_TMS2012.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/79/b4/79b4a22e04dc9fd3d5cb457f034bfb5267c391b3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2382585.2382586"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>
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