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Exploring energy-performance-quality tradeoffs for scientific workflows with in-situ data analyses

Georgiana Haldeman, Ivan Rodero, Manish Parashar, Sabela Ramos, Eddy Z. Zhang, Ulrich Kremer
<span title="2014-07-05">2014</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vdv2cjwoijecjpy4gktx7ptxuq" style="color: black;">Computer Science - Research and Development</a> </i> &nbsp;
Our experimental evaluation provides an empirical evaluation of different system and application configurations that give insights into the energy-performance-quality tradeoffs space for in-situ data-intensive  ...  At the same time, data locality and the cost of data movement have become dominating concerns in scientific workflows.  ...  tradeoffs for scientific workflows with in-situ data analyses with speculative data movement.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s00450-014-0268-6">doi:10.1007/s00450-014-0268-6</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/guukjr2c5jfktow545gkydta2u">fatcat:guukjr2c5jfktow545gkydta2u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809104441/http://nsfcac.rutgers.edu/sites/all/files/Biblio%20Papers/9.%20Exploring%20Energy-Performance-Quality%20Tradeoffs%20for%20Scientific%20Workflows%20With%20In-situ%20Data%20Analyses.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/b0/5c/b05cb2b5f7c5de749113310fc039c3c9c5923d33.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s00450-014-0268-6"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

A characterization of workflow management systems for extreme-scale applications

Rafael Ferreira da Silva, Rosa Filgueira, Ilia Pietri, Ming Jiang, Rizos Sakellariou, Ewa Deelman
<span title="">2017</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/idqeix2ukbd5fbgjjdkjmaj3ka" style="color: black;">Future generations computer systems</a> </i> &nbsp;
As the resource requirements of today's computational and data science applications that process vast amounts of data keep increasing, there is a compelling case for a new generation of advances in high-performance  ...  We classify 15 popular workflow management systems in terms of workflow execution models, heterogeneous computing environments, and data access methods.  ...  There is also a need to explore tradeoffs between data re-computation and data retrieval, taking into account time to solution and energy consumption [20] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.future.2017.02.026">doi:10.1016/j.future.2017.02.026</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3ri627jyy5a47hgh5r343f5ife">fatcat:3ri627jyy5a47hgh5r343f5ife</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180724105000/https://scitech.isi.edu/wordpress/wp-content/papercite-data/pdf/ferreiradasilva-fgcs-2017.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/98/bc/98bcdf0d33c1de2cafab4286faa9dad6adf9fe9d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.future.2017.02.026"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

An Image-Based Approach to Extreme Scale in Situ Visualization and Analysis

James Ahrens, Sebastien Jourdain, Patrick OLeary, John Patchett, David H. Rogers, Mark Petersen
<span title="">2014</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zigbcra6rjdivda6lkzknwuo5q" style="color: black;">SC14: International Conference for High Performance Computing, Networking, Storage and Analysis</a> </i> &nbsp;
Options for extreme scale data analysis are often presented as a stark contrast: write large files to disk for interactive, exploratory analysis, or perform in situ analysis to save detailed data about  ...  This in situ approach supports interactive exploration of a wide range of results, while still significantly reducing data movement and storage.  ...  ., for their help and support in developing the MPAS in situ capability.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/sc.2014.40">doi:10.1109/sc.2014.40</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sc/AhrensJOPRP14.html">dblp:conf/sc/AhrensJOPRP14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/u66mrh43hbe2rajcoepum6heoi">fatcat:u66mrh43hbe2rajcoepum6heoi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170101062935/http://conferences.computer.org/sc/2014/papers/5500a424.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/c8/ac/c8ac7e018254a1811c541fb3a108d9c8257e6af3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/sc.2014.40"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Computing Just What You Need: Online Data Analysis and Reduction at Extreme Scales

Ian Foster
<span title="">2017</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zwrt4lmoffgrpejt4mmp2p34kq" style="color: black;">2017 IEEE 24th International Conference on High Performance Computing (HiPC)</a> </i> &nbsp;
Instead, applications must analyze and reduce data online so as to output only those results needed to answer target scientific question(s).  ...  A growing disparity between supercomputer computation speeds and I/O rates makes it increasingly infeasible for applications to save all results for offline analysis.  ...  Related work The growing disparity between compute and I/O rates has spurred much work on high-performance online (also termed, in the case of analyses, "in-situ" and "in-transit") data analysis and reduction  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/hipc.2017.00042">doi:10.1109/hipc.2017.00042</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/hipc/Foster17.html">dblp:conf/hipc/Foster17</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/li6yvnrkqbe6blhn72mqv64sre">fatcat:li6yvnrkqbe6blhn72mqv64sre</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190226061724/http://pdfs.semanticscholar.org/6da7/6a59b8e6440e025e07c8ab1388ae7b59abf5.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/6d/a7/6da76a59b8e6440e025e07c8ab1388ae7b59abf5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/hipc.2017.00042"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Bridging Nano and Micro-scale X-ray Tomography for Battery Research by Leveraging Artificial Intelligence [article]

Jonathan Scharf, Mehdi Chouchane, Donal P. Finegan, Bingyu Lu, Christopher Redquest, Min-cheol Kim, Weiliang Yao, Alejandro A. Franco, Dan Gostovic, Zhao Liu, Mark Riccio, František Zelenka (+2 others)
<span title="2021-07-15">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Given the non-destructive nature of CT, in-situ and operando studies have emerged as powerful methods to quantify morphological parameters, such as tortuosity factor, porosity, surface area, and volume  ...  physics-based models that can provide valuable insights for battery engineering.  ...  Acknowledgements The authors gratefully acknowledge funding support from the US Department of Energy, Office of Basic Energy Sciences, under award number DE-SC0002357 (program manager Dr. Jane Zhu).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2107.07459v1">arXiv:2107.07459v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mym2kg5uare47jr3zel7jhtdzm">fatcat:mym2kg5uare47jr3zel7jhtdzm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210716052239/https://arxiv.org/ftp/arxiv/papers/2107/2107.07459.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/d3/55/d355f42f850e82cf232d07dc2906a070b5974208.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2107.07459v1" 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>

2022 Review of Data-Driven Plasma Science [article]

Rushil Anirudh, Rick Archibald, M. Salman Asif, Markus M. Becker, Sadruddin Benkadda, Peer-Timo Bremer, Rick H.S. Budé, C.S. Chang, Lei Chen, R. M. Churchill, Jonathan Citrin, Jim A Gaffney (+51 others)
<span title="2022-05-31">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
It is now becoming impractical for humans to analyze all the data manually.  ...  Despite the recent impressive progress in applications of data science to plasma science and technology, the emerging field of DDPS is still in its infancy.  ...  the accelerator performance (beam energy and energy spread, beam loss, phase space quality, etc) at a global optimal, not allowing it to drift as things change with time.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2205.15832v1">arXiv:2205.15832v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fxsl6gl3fncnhpoj76defxoc3a">fatcat:fxsl6gl3fncnhpoj76defxoc3a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220610062614/https://arxiv.org/pdf/2205.15832v1.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/61/b1/61b1c310807077aa420670a51a8d7327e0ff9e12.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2205.15832v1" 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>

D3.3 and D4.4: Consolidated Science Demonstrator progress and evaluation reports [article]

Hermann Lederer, Steven Newhouse
<span title="2018-12-19">2018</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Shepherding activities and project progress has been monitored in regular meetings. Feedback was collected in reports which are available for all work packages.  ...  An Engagement Model for Science Demonstrators has been developed and applied.  ...  for cross-discipline data interoperability,  the tradeoff between performance and resources in a cloud computing model,  the need for stimulators to make better progress towards the implementation of  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3387596">doi:10.5281/zenodo.3387596</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7svhwma7xrhyfch4qiqeaquruu">fatcat:7svhwma7xrhyfch4qiqeaquruu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200306082049/https://zenodo.org/record/3387596/files/eoscpilot-d4.3.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/5c/0a/5c0a04479272afeb89ca02c5fe0005ad9295c9fe.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3387596"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

CHEMHIST, connecting structure and function from organisms to molecules in small animal symbioses through chemo-histo-tomography [article]

Benedikt Geier, Janina Oetjen, Bernhard Ruthensteiner, Maxim Polikarpov, Harald Gruber-Vodicka, Manuel Liebeke
<span title="2020-10-01">2020</span> <i title="Cold Spring Harbor Laboratory"> bioRxiv </i> &nbsp; <span class="release-stage" >pre-print</span>
(micro)organisms in situ.  ...  symbiotic animals in situ.  ...  Sogin (MPI Bremen) for constructive feedback and Janine Beckmann (MPI  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/2020.09.28.316802">doi:10.1101/2020.09.28.316802</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/x5puri5fhfhhdd3msuebujnqmi">fatcat:x5puri5fhfhhdd3msuebujnqmi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210429180711/https://www.biorxiv.org/content/biorxiv/early/2021/01/06/2020.09.28.316802.full.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/db/f2/dbf286b8d443d26171fb6e6c34c25e0f55d02fe2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/2020.09.28.316802"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> biorxiv.org </button> </a>

GIS-based geospatial infrastructure of water resource assessment for supporting oil shale development in Piceance Basin of Northwestern Colorado

Wei Zhou, Matthew D. Minnick, Earl D. Mattson, Mengistu Geza, Kyle E. Murray
<span title="">2015</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zvr2ua2y3zgazjus2tljtegoui" style="color: black;">Computers &amp; Geosciences</a> </i> &nbsp;
The economic benefit of oil shale development in this region may have tradeoffs within the local and regional environment.  ...  A basin-wide baseline for oil shale and water resource data is the foundation of the study.  ...  data for upper and lower Greenriver Aquifers, comprehensive water quality (both surface and groundwater), and stream flow gains and loss with groundwater.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.cageo.2015.01.007">doi:10.1016/j.cageo.2015.01.007</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pacdtqiczzclnfh6cf7vpkznwm">fatcat:pacdtqiczzclnfh6cf7vpkznwm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180723212055/https://manuscript.elsevier.com/S0098300415000084/pdf/S0098300415000084.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/ef/c4/efc4ca810bcd7506531d405f7592891989529b5b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.cageo.2015.01.007"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Strategic Plan for a Scientific Software Innovation Institute (S2I2) for High Energy Physics [article]

Peter Elmer, Mark Neubauer, Michael D. Sokoloff
<span title="2018-04-04">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The strategic plan presented in this report is the result of a conceptualization process carried out to explore how a potential Scientific Software Innovation Institute (S2I2) for High Energy Physics (  ...  A commensurate investment in R&D for the software for acquiring, managing, processing and analyzing HL-LHC data will be critical to maximize the return-on-investment in the upgraded accelerator and detectors  ...  This approach aims at exploiting the maximum possible scientific potential of the data, whilst minimising the "time-to-insight" for a large number of different analyses performed in parallel.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1712.06592v2">arXiv:1712.06592v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gm6v2suqj5dkphccrp4bcsymau">fatcat:gm6v2suqj5dkphccrp4bcsymau</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200826024152/https://arxiv.org/pdf/1712.06592v2.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/8a/49/8a499a55acdaea0b7be1c9bfa4cb466a2e60f621.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1712.06592v2" 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>

Randomized Algorithms for Scientific Computing (RASC) [article]

Aydin Buluc, Tamara G. Kolda, Stefan M. Wild, Mihai Anitescu, Anthony DeGennaro, John Jakeman, Chandrika Kamath, Ramakrishnan Kannan, Miles E. Lopes, Per-Gunnar Martinsson, Kary Myers, Jelani Nelson (+7 others)
<span title="2021-09-28">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This report summarizes the outcomes of that workshop, "Randomized Algorithms for Scientific Computing (RASC)," held virtually across four days in December 2020 and January 2021.  ...  Randomized algorithms have propelled advances in artificial intelligence and represent a foundational research area in advancing AI for Science.  ...  In situ and real-time data analysis As discussed in Section 2.1, in situ and real-time data analysis are necessary in order to keep pace with increasing rate, size, and complexity of streaming data in  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2104.11079v2">arXiv:2104.11079v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qwwowtufzvbfjaiotx733eexxe">fatcat:qwwowtufzvbfjaiotx733eexxe</a> </span>
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A cross-disease human microglial framework identifies disease-enriched subsets and tool compounds for microglial polarization [article]

John F Tuddenham, Mariko Taga, Verena Haage, Tina Roostaei, Charles White, Annie J. Lee, Masashi Fujita, Anthony Khairallah, Gilad Green, Bradley Hyman, Matthew Frosch, Sarah Hopp (+15 others)
<span title="2022-06-05">2022</span> <i title="Cold Spring Harbor Laboratory"> bioRxiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We validate subtypes in situ with an RNAscope-immunofluorescence pipeline and leverage our dataset as a classification resource, finding that iPSC model systems recapitulate substantial in vivo heterogeneity  ...  Specific subsets are enriched in susceptibility genes for neurodegenerative diseases or the disease-associated microglial signature.  ...  Acknowledgements We thank the individuals and their families who donated the brain samples used in this project. The  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/2022.06.04.494709">doi:10.1101/2022.06.04.494709</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4k2hsetszberlipartdzfq6eei">fatcat:4k2hsetszberlipartdzfq6eei</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220609184239/https://www.biorxiv.org/content/biorxiv/early/2022/06/05/2022.06.04.494709.full.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/c6/de/c6de2d34b4f7329add43064c75d7962a315a620f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/2022.06.04.494709"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> biorxiv.org </button> </a>

The 2018 Materials by Design Roadmap

Kirstin Alberi, Marco Buongiorno Nardelli, Andriy Zakutayev, Lubos Mitas, Stefano Curtarolo, Anubhav Jain, Marco Fornari, Nicola Marzari, Ichiro Takeuchi, Martin L Green, Mercouri G Kanatzidis, Michael F Toney (+22 others)
<span title="2018-08-09">2018</span> <i title="IOP Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/54kx2wgf7zfy7ov6kqpyednrh4" style="color: black;">Journal of Physics D: Applied Physics</a> </i> &nbsp;
Advances in renewable and sustainable energy technologies critically depend on our ability to design and realize materials with optimal properties.  ...  It is our hope that this Roadmap will guide researchers and funding agencies in identifying new prospects for materials design.  ...  Acknowledgments We acknowledge many past and present colleagues we have worked with over the years. In particular, we acknowledge A Gilad Kusne and Jason Hattrick-Simpers for many useful discussions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1361-6463/aad926">doi:10.1088/1361-6463/aad926</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/31555014">pmid:31555014</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6760004/">pmcid:PMC6760004</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/l4joqfwajvcgnabvgtj6yo3y7i">fatcat:l4joqfwajvcgnabvgtj6yo3y7i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190502075538/https://cloudfront.escholarship.org/dist/prd/content/qt29n7w5bm/qt29n7w5bm.pdf?t=pjl2du" 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/d2/e7/d2e79c8a50b2a7047b1eb20d2899d449dad49c83.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1361-6463/aad926"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> iop.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6760004" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

EQSIM—A multidisciplinary framework for fault-to-structure earthquake simulations on exascale computers part I: Computational models and workflow

David McCallen, Anders Petersson, Arthur Rodgers, Arben Pitarka, Mamun Miah, Floriana Petrone, Bjorn Sjogreen, Norman Abrahamson, Houjun Tang
<span title="2020-12-03">2020</span> <i title="SAGE Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/if5opkafinctlfg2qpqe5vrl2e" style="color: black;">Earthquake spectra</a> </i> &nbsp;
to perform the large number of simulations required to numerically explore the problem parametric space.  ...  More recently, with the advancement of high-performance computing (HPC) platforms and the associated massively parallel computational ecosystems, simulation is beginning to play a role in increased understanding  ...  Declaration of conflicting interests The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/ or publication of this article.  ... 
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<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210717045401/https://escholarship.org/content/qt4dh174t0/qt4dh174t0.pdf?t=qq4bgx" 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/2e/bb/2ebb63a4137e51383f1f034d7268b4e8c35769dc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1177/8755293020970982"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> sagepub.com </button> </a>

The International Exascale Software Project roadmap

Jack Dongarra, Pete Beckman, Terry Moore, Patrick Aerts, Giovanni Aloisio, Jean-Claude Andre, David Barkai, Jean-Yves Berthou, Taisuke Boku, Bertrand Braunschweig, Franck Cappello, Barbara Chapman (+53 others)
<span title="2011-01-06">2011</span> <i title="SAGE Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/prmoui3bz5a2jktzh4pt7dtery" style="color: black;">The international journal of high performance computing applications</a> </i> &nbsp;
Over the last twenty years, the open source community has provided more and more software on which the world's High Performance Computing (HPC) systems depend for performance and productivity.  ...  for selecting valuable software research and encouraging its translation into usable, production-quality software for application developers.  ...  ., health and energy) have more Xs in the programming, languages, and debugging columns. Science and  ... 
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<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170830025756/http://www.exascale.org/mediawiki/images/2/20/IESP-roadmap.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/e1/6e/e16e1668d8aa54a1236eb60c2f394f283102acfe.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1177/1094342010391989"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> sagepub.com </button> </a>
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