Computer Science and Mathematics Div

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  • 2024

    Meshfree Methods

    Chen, J. S., Hillman, M., Seleson, P. & Teran, J., Jan 1 2024, Comprehensive Mechanics of Materials, Volume 1-4. Elsevier, Vol. 2. p. V2-169-V2-234

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • 2022

    Distributed memory parallel algorithms for massive graphs

    Alam, M., Arifuzzaman, S., Bhuiyan, H., Khan, M., Kumar, V. S. A. & Marathe, M. V., Jul 1 2022, Massive Graph Analytics. CRC Press, p. 85-107 23 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Proximity Portability and in Transit, M-to-N Data Partitioning and Movement in SENSEI

    Bethel, E. W., Loring, B., Ayachit, U., Duque, E. P. N., Ferrier, N., Insley, J., Gu, J., Kress, J., O’Leary, P., Pugmire, D., Rizzi, S., Thompson, D., Usher, W., Weber, G. H., Whitlock, B., Wolf, M. & Wu, K., 2022, Mathematics and Visualization. Springer Science and Business Media Deutschland GmbH, p. 439-460 22 p. (Mathematics and Visualization).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    1 Scopus citations

  • Reinforcement learning for intelligent building energy management system control

    Kotevska, O. & Andelfinger, P., Dec 2 2022, Intelligent Data Mining and Analysis in Power and Energy Systems: Models and Applications for Smarter Efficient Power Systems. Wiley Blackwell, p. 371-386 16 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • The Adaptable IO System (ADIOS)

    Pugmire, D., Podhorszki, N., Klasky, S., Wolf, M., Kress, J., Kim, M., Thompson, N., Logan, J., Wang, R., Mehta, K., Suchyta, E., Godoy, W., Choi, J., Ostrouchov, G., Wan, L., Chen, J., Atkins, B. G. C., Ross, C., Eisenhauer, G. & Gu, J. & 3 others, Wu, J., Huebl, A. & Tsutsumi, S., 2022, Mathematics and Visualization. Springer Science and Business Media Deutschland GmbH, p. 233-254 22 p. (Mathematics and Visualization).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    1 Scopus citations

  • The SENSEI Generic In Situ Interface: Tool and Processing Portability at Scale

    Bethel, E. W., Loring, B., Ayachit, U., Camp, D., Duque, E. P. N., Ferrier, N., Insley, J., Gu, J., Kress, J., O’Leary, P., Pugmire, D., Rizzi, S., Thompson, D., Weber, G. H., Whitlock, B., Wolf, M. & Wu, K., 2022, Mathematics and Visualization. Springer Science and Business Media Deutschland GmbH, p. 281-306 26 p. (Mathematics and Visualization).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    4 Scopus citations
  • 2020

    A classical-quantum hybrid approach for unsupervised probabilistic machine learning

    Date, P., Schuman, C., Patton, R. & Potok, T., 2020, Lecture Notes in Networks and Systems. Springer, p. 98-117 20 p. (Lecture Notes in Networks and Systems; vol. 70).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    7 Scopus citations

  • Harnessing the computing continuum for programming our world

    Beckman, P., Dongarra, J., Ferrier, N., Fox, G., Moore, T., Reed, D. & Beck, M., Apr 25 2020, Fog Computing: Theory and Practice. wiley, p. 215-230 16 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    46 Scopus citations
  • 2019

    Numerical tools for improved convergence of meshfree peridynamic discretizations

    Seleson, P. & Littlewood, D. J., Jan 10 2019, Handbook of Nonlocal Continuum Mechanics for Materials and Structures. Springer International Publishing, p. 1389-1415 27 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • 2018

    Adaptive Sparse Grid Construction in a Context of Local Anisotropy and Multiple Hierarchical Parents

    Stoyanov, M., 2018, Lecture Notes in Computational Science and Engineering. Springer Verlag, p. 175-199 25 p. (Lecture Notes in Computational Science and Engineering; vol. 123).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    12 Scopus citations

  • Juggler: A Dependence-Aware Task-Based Execution Framework for GPUs

    Belviranli, M. E., Lee, S., Vetter, J. S. & Bhuyan, L. N., Feb 10 2018, ACM SIGPLAN Notices. 1 ed. Association for Computing Machinery, Vol. 53. p. 54-67 14 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    Open Access
    2 Scopus citations
  • 2017

    Big data in emerging cities

    Roy Chowdhury, P. K., Sutherland, S. H., Ernst, K. M., Pawlowski, A., Schmidt, E. H., Caspersen, J. R., Zhao, Z. & Bhaduri, B. L., Jan 1 2017, Big Data for Regional Science. Taylor and Francis, p. 277-291 15 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    2 Scopus citations

  • Data and workflow management for exascale global adjoint tomography

    Lefebvre, M., Chen, Y., Lei, W., Luet, D., Ruan, Y., Bozdağ, E., Hill, J., Komatitsch, D., Krischer, L., Peter, D., Podhorszki, N., Smith, J. & Tromp, J., Jan 1 2017, Exascale Scientific Applications: Scalability and Performance Portability. CRC Press, p. 279-306 28 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    Open Access
    3 Scopus citations

  • Sparse collocation methods for stochastic interpolation and quadrature

    Gunzburger, M., Webster, C. G. & Zhang, G., Jun 16 2017, Handbook of Uncertainty Quantification. Springer International Publishing, p. 717-762 46 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    8 Scopus citations

  • The fusion code XGC: Enabling Kinetic Study of Multiscale Edge Turbulent Transport in ITER

    D‘Azevedo, E., Abbott, S., Koskela, T., Worley, P., Ku, S. H., Ethier, S., Yoon, E., Shephard, M. S., Hager, R., Lang, J., Choi, J., Podhorszki, N., Klasky, S., Parashar, M. & Chang, C. S., Jan 1 2017, Exascale Scientific Applications: Scalability and Performance Portability. CRC Press, p. 529-552 24 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    Open Access
    11 Scopus citations
  • 2016

    Coupling Local and Nonlocal Models

    Azdoud, Y., Han, F., Littlewood, D. J., Lubineau, G. & Seleson, P., Jan 1 2016, Handbook of Peridynamic Modeling. CRC Press, p. 407-436 30 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    Open Access
    4 Scopus citations

  • In situ exploratory data analysis for scientific discovery

    Padmanabhan, K., Lakshminarasimhan, S., Gong, Z., Jenkins, J., Shah, N., Schendel, E., Arkatkar, I., Ross, R., Klasky, S. & Samatova, N. F., Apr 19 2016, Data-Intensive Science. CRC Press, p. 301-350 50 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    2 Scopus citations

  • Links between Peridynamic and Atomistic Models

    Seleson, P. & Parks, M. L., Jan 1 2016, Handbook of Peridynamic Modeling. CRC Press, p. 179-200 22 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • The parameter optimization problem in state-of-the-art climate models and network analysis for systematic data mining in model intercomparison projects.

    Bracco, A., Archibald, R. K., Dovrolis, C., Foundalis, I., Luo, H. & Neelin, J. D., 2016, CISM International Centre for Mechanical Sciences, Courses and Lectures. Springer International Publishing, p. 121-141 21 p. (CISM International Centre for Mechanical Sciences, Courses and Lectures; vol. 564).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    1 Scopus citations
  • 2014

    Accelerating numerical dense linear algebra calculations with GPUs

    Dongarra, J., Gates, M., Haidar, A., Kurzak, J., Luszczek, P., Tomov, S. & Yamazaki, I., Jan 1 2014, Numerical Computations with GPUs. Springer International Publishing, p. 3-28 26 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    80 Scopus citations

  • Application of high performance computing for simulating the unstable dynamics of dilute spark-ignited combustion

    Finney, C. E. A., Stoyanov, M. K., Pannala, S., Daw, C. S., Wagner, R. M., Edwards, K. D., Webster, C. G. & Green, J. B., 2014, Understanding Complex Systems. Springer, p. 259-270 12 p. (Understanding Complex Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    8 Scopus citations
  • 2013

    BLAS

    Dongarra, J., Eijkhout, V. & Langou, J., Jan 1 2013, Handbook of Linear Algebra, Second Edition. CRC Press, p. 92-1-92-8

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Keeneland: Computational science using heterogeneous GPU computing

    Vetter, J. S., Glassbrook, R., Schwan, K., Yalamanchili, S., Horton, M., Gavrilovska, A., Slawinska, M., Dongarra, J., Meredith, J., Roth, P. C., Spafford, K., Tomov, S. & Wynkoop, J., Jan 1 2013, Contemporary High Performance Computing: From Petascale toward Exascale. CRC Press, p. 123-152 30 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    1 Scopus citations

  • LAPACK

    Bai, Z., Demmel, J., Dongarra, J., Langou, J. & Wang, J., Jan 1 2013, Handbook of Linear Algebra, Second Edition. CRC Press, p. 93-1-93-24

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Scalable dense linear algebra on heterogeneous hardware

    Bosilca, G., Bouteiller, A., Danalis, A., Herault, T., Kurzak, J., Luszczek, P., Tomov, S. & Dongarra, J. J., 2013, Transition of HPC Towards Exascale Computing. IOS Press BV, p. 65-103 39 p. (Advances in Parallel Computing; vol. 24).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    3 Scopus citations

  • Summary of Software for Linear Algebra Freely Available on the Web

    Dongarra, J., Eijkhout, V. & Langou, J., Jan 1 2013, Handbook of Linear Algebra, Second Edition. CRC Press, p. 95-1-95-3

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Titan: 20-petaop cray xk7 at oak ridge national laboratory

    Bland, A., Joubert, W., Maxwell, D., Podhorszki, N., Rogers, J., Shipman, G. & Tharrington, A., Jan 1 2013, Contemporary High Performance Computing: From Petascale toward Exascale. CRC Press, p. 3-11 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    2 Scopus citations
  • 2012

    A new collaborative tool for visually understanding national health indicators

    Xu, S., Jewell, B., Steed, C. & Schryver, J., Jan 1 2012, Advances in Human Aspects of Healthcare. CRC Press, p. 91-100 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    2 Scopus citations
  • 2011

    Changes in dense linear algebra kernels: Decades-long perspective

    Luszczek, P., Kurzak, J. & Dongarra, J., Jan 1 2011, Solving the Schrodinger Equation: Has Everything been Tried?. Imperial College Press, p. 313-342 30 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • 2010

    Analysis and Classification of Mammography Reports Using Maximum Variation Sampling

    Patton, R. M., Beckerman, B. G. & Potok, T. E., Dec 3 2010, Genetic and Evolutionary Computation: Medical Applications. John Wiley and Sons, p. 112-131 20 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    Open Access
    2 Scopus citations

  • BLAS for GPUs

    Nath, R., Tomov, S. & Dongarra, J., Jan 1 2010, Scientific Computing with Multicore and Accelerators. CRC Press, p. 57-80 24 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    Open Access
    7 Scopus citations

  • Dense linear algebra for hybrid GPU-based systems

    Tomov, S. & Dongarra, J., Jan 1 2010, Scientific Computing with Multicore and Accelerators. CRC Press, p. 37-56 20 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    Open Access
    9 Scopus citations

  • Implementing matrix factorizations on the cell B. E.

    Kurzak, J. & Dongarra, J., Jan 1 2010, Scientific Computing with Multicore and Accelerators. CRC Press, p. 21-36 16 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    Open Access
    1 Scopus citations

  • Implementing matrix multiplication on the cell B. E.

    Alvaro, W., Kurzak, J. & Dongarra, J., Jan 1 2010, Scientific Computing with Multicore and Accelerators. CRC Press, p. 3-20 18 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    Open Access
    1 Scopus citations

  • Recent Advances in Mobile Agent-Oriented Applications

    Hurson, A. R., Jean, E., Ongtang, M., Gao, X., Jiao, Y. & Potok, T. E., Feb 22 2010, Mobile Intelligence. John Wiley and Sons, p. 106-139 34 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    7 Scopus citations

  • Transparent cross- platform access to software services using gridsolve and gridRPC

    Seymour, K., YarKhan, A. & Dongarra, J., Jan 1 2010, Cloud Computing and Software Services: Theory and Techniques. CRC Press, p. 253-274 22 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    1 Scopus citations
  • 2009

    Handbook of research on scalable computing technologies

    Li, K. C., Hsu, C. H., Yang, L. T., Dongarra, J. & Zima, H., 2009, The Handbook of Research on Scalable Computing Technologies. IGI Global, Vol. 1. p. 1-983 983 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    2 Scopus citations

  • High throughput data movement

    Klasky, S., Abbasi, H., Bhat, V., Docan, C., Hodson, S., Jin, C., Lofstead, J., Parashar, M., Schwan, K. & Wolf, M., Jan 1 2009, Scientific Data Management: Challenges, Technology, and Deployment. CRC Press, p. 151-180 30 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    Open Access

  • Parallel dense linear Algebra software in the multicore era

    Buttari, A., Dongarra, J., Kurzak, J. & Langou, J., Jan 1 2009, Cyberinfrastructure Technologies and Applications. Nova Science Publishers, Inc., p. 1-18 18 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Recent trends in high performance computing

    Dongarra, J. J., Meuer, H. W., Simon, H. D. & Strohmaier, E., Jan 1 2009, The Birth of Numerical Analysis. World Scientific Publishing Co., p. 93-108 16 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    4 Scopus citations

  • Reliability and performance models for grid computing

    Dai, Y. S. & Dongarra, J., 2009, The Handbook of Research on Scalable Computing Technologies. IGI Global, Vol. 1. p. 219-245 27 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Scientific data analysis

    Kamath, C., Wale, N., Karypis, G., Pandey, G., Kumar, V., Rajan, K., Samatova, N. F., Breimyer, P., Kora, G., Pan, C. & Yoginath, S., Jan 1 2009, Scientific Data Management: Challenges, Technology, and Deployment. CRC Press, p. 281-323 43 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    Open Access
    2 Scopus citations

  • Scientific process automation and workflow management

    Ludäscher, B., Altintas, I., Bowers, S., Cummings, J., Critchlow, T., Deelman, E., De Roure, D., Freire, J., Goble, C., Jones, M., Klasky, S., McPhillips, T., Podhorszki, N., Silva, C., Taylor, I. & Vouk, M., Jan 1 2009, Scientific Data Management: Challenges, Technology, and Deployment. CRC Press, p. 467 1 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    Open Access
    55 Scopus citations
  • 2008

    DARPA's HPCS Program: History, Models, Tools, Languages

    Dongarra, J., Graybill, R., Harrod, W., Lucas, R., Lusk, E., Luszczek, P., Mcmahon, J., Snavely, A., Vetter, J., Yelick, K., Alam, S., Campbell, R., Carrington, L., Chen, T. Y., Khalili, O., Meredith, J. & Tikir, M., 2008, Advances in COMPUTERS High Performance Computing. Zelkowitz, M. (ed.). p. 1-100 100 p. (Advances in Computers; vol. 72).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    27 Scopus citations

  • Evolutionary computing

    Patton, R. M., Cui, X., Jiao, Y. & Potok, T. E., 2008, Intelligent Data Analysis: Developing New Methodologies Through Pattern Discovery and Recovery. IGI Global, p. 131-142 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Flocking-based document clustering on the graphics processing unit

    St.Charles, J., Potok, T. E., Patton, R. & Cui, X., 2008, Nature Inspired Cooperative Strategies for Optimization (NICSO 2007). Krasnogor, N., Nicosia, G., Pavone, M. & Pelta, D. (eds.). p. 27-37 11 p. (Studies in Computational Intelligence; vol. 129).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    7 Scopus citations

  • Particle swarm based collective searching model for adaptive environment

    Cui, X., Patton, R. M., Treadwell, J. & Potok, T. E., 2008, Nature Inspired Cooperative Strategies for Optimization (NICSO 2007). Krasnogor, N., Nicosia, G., Pavone, M. & Pelta, D. (eds.). p. 211-220 10 p. (Studies in Computational Intelligence; vol. 129).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    1 Scopus citations
  • 2007

    Integrating mobile-based systems with healthcare databases

    Jiao, Y., Hurson, A. R., Potok, T. E. & Beckerman, B. G., 2007, Web Mobile-Based Applications for Healthcare Management. IGI Global, p. 197-225 29 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Prospectus for a dense linear algebra software library

    Demmel, J., Parlett, B., Kahan, W., Gu, M., Bindel, D., Hida, Y., Riedy, E. J., Voemel, C., Dongarra, J., Kurzak, J., Buttari, A., Langou, J., Tomov, S., Li, X., Marques, O., Langou, J. & Luszczek, P., Jan 1 2007, Handbook of Parallel Computing: Models, Algorithms and Applications. CRC Press, p. 29-1-29-22

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Workflows in a secure environment

    Podhorszki, N. & Klasky, S., 2007, Distributed and Parallel Systems: In Focus: Desktop Grid Computing. Springer US, p. 143-153 11 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review