A mixed-integer PDE-constrained optimization formulation for constructing electromagnetic cloaks with multiple materials.

Todd S. Munson Argonne National Laboratory, IL, USA https://www.mcs.anl.gov/~tmunson/ https://orcid.org/0000-0002-0030-3648

Ryan H. Vogt Sven Leyffer Todd S. Munson A mixed-integer PDE-constrained optimization formulation for constructing electromagnetic cloaks with multiple materials. 337-360 2025 March 90 Comput. Optim. Appl. 2 https://doi.org/10.1007/s10589-024-00644-x db/journals/coap/coap90.html#VogtLM25 streams/journals/coap

Richard Tran Mills Mark F. Adams Satish Balay Jed Brown Jacob Faibussowitsch Toby Isaac Matthew G. Knepley Todd S. Munson Hansol Suh Stefano Zampini Hong Zhang 0006 Junchao Zhang 0002 PETSc/TAO developments for GPU-based early exascale systems. 306-325 2025 39 Int. J. High Perform. Comput. Appl. 2 https://doi.org/10.1177/10943420241303710 db/journals/ijhpca/ijhpca39.html#MillsABBFIKMSZZZ25 streams/journals/ijhpca

Ahmed Attia Sven Leyffer Todd S. Munson Robust A-Optimal Experimental Design for Sensor Placement in Bayesian Linear Inverse Problems. 744-774 2025 13 SIAM/ASA J. Uncertain. Quantification 2 https://doi.org/10.1137/24m1667543 db/journals/juq/juq13.html#AttiaLM25 streams/journals/juq

Kibaek Kim Krishnan Raghavan Olivera Kotevska Matthieu Dorier Ravi K. Madduri Minseok Ryu Todd S. Munson Robert Ross Thomas Flynn 0001 Ai Kagawa Byung-Jun Yoon Christian Engelmann Farzad Yousefian Privacy-Preserving Federated Learning for Science: Challenges and Research Directions. 7849-7853 2024 IEEE Big Data https://doi.org/10.1109/BigData62323.2024.10825853 conf/bigdataconf/2024 db/conf/bigdataconf/bigdataconf2024.html#KimRKDMRMRFKYEY24

Richard Tran Mills Mark F. Adams Satish Balay Jed Brown Jacob Faibussowitsch Toby Isaac Matthew G. Knepley Todd S. Munson Hansol Suh Stefano Zampini Hong Zhang 0006 Junchao Zhang 0002 PETSc/TAO Developments for Early Exascale Systems. 2024 abs/2406.08646 CoRR https://doi.org/10.48550/arXiv.2406.08646 db/journals/corr/corr2406.html#abs-2406-08646

Ahmed Attia Sven Leyffer Todd S. Munson Robust A-Optimal Experimental Design for Bayesian Inverse Problems. 2023 abs/2305.03855 CoRR https://doi.org/10.48550/arXiv.2305.03855 db/journals/corr/corr2305.html#abs-2305-03855

Kshitij Mehta Bryce Allen Matthew Wolf Jeremy Logan Eric Suchyta Swati Singhal Jong Youl Choi Keichi Takahashi Kevin A. Huck Igor Yakushin Alan Sussman Todd S. Munson Ian T. Foster Scott Klasky A codesign framework for online data analysis and reduction. 2022 34 Concurr. Comput. Pract. Exp. 14 https://doi.org/10.1002/cpe.6519 db/journals/concurrency/concurrency34.html#MehtaAWLSSCTHYS22

Mark F. Adams Satish Balay Oana Marin Lois Curfman McInnes Richard Tran Mills Todd S. Munson Hong Zhang 0006 Junchao Zhang 0002 Jed Brown Victor Eijkhout Jacob Faibussowitsch Matthew G. Knepley Fande Kong Scott Kruger Patrick Sanan Barry F. Smith Hong Zhang 0048 The PETSc Community as Infrastructure. 6-15 2022 24 Comput. Sci. Eng. 3 https://doi.org/10.1109/MCSE.2022.3169974 https://www.wikidata.org/entity/Q113311897 db/journals/cse/cse24.html#AdamsBMMMMZZBEF22

Eric Suchyta Scott Klasky Norbert Podhorszki Matthew Wolf Abolaji D. Adesoji Choong-Seock Chang Jong Choi 0001 Philip E. Davis Julien Dominski Stéphane Ethier Ian T. Foster Kai Germaschewski Berk Geveci Chris Harris 0004 Kevin A. Huck Qing Liu 0002 Jeremy Logan Kshitij Mehta Gabriele Merlo Shirley V. Moore Todd S. Munson Manish Parashar David Pugmire Mark S. Shephard Cameron W. Smith Pradeep Subedi Lipeng Wan 0001 Ruonan Wang Shuangxi Zhang The Exascale Framework for High Fidelity coupled Simulations (EFFIS): Enabling whole device modeling in fusion science. 106-128 2022 36 Int. J. High Perform. Comput. Appl. 1 https://doi.org/10.1177/10943420211019119 db/journals/ijhpca/ijhpca36.html#SuchytaKPWACCDD22

Ryan H. Vogt Sven Leyffer Todd S. Munson A Mixed-Integer PDE-Constrained Optimization Formulation for Electromagnetic Cloaking. 29- 2022 44 SIAM J. Sci. Comput. 1 https://doi.org/10.1137/20m1315993 https://www.wikidata.org/entity/Q114074216 db/journals/siamsc/siamsc44.html#VogtLM22

Ahmed Attia Sven Leyffer Todd S. Munson Stochastic Learning Approach for Binary Optimization: Application to Bayesian Optimal Design of Experiments. 395- 2022 44 SIAM J. Sci. Comput. 2 https://doi.org/10.1137/21m1404363 db/journals/siamsc/siamsc44.html#AttiaLM22

Junchao Zhang 0002 Jed Brown Satish Balay Jacob Faibussowitsch Matthew G. Knepley Oana Marin Richard Tran Mills Todd S. Munson Barry F. Smith Stefano Zampini The PetscSF Scalable Communication Layer. 842-853 2022 33 IEEE Trans. Parallel Distributed Syst. 4 https://doi.org/10.1109/TPDS.2021.3084070 db/journals/tpds/tpds33.html#ZhangBBFKMMMSZ22

Lipeng Wan 0001 Axel Huebl Junmin Gu Franz Poeschel Ana Gainaru Ruonan Wang Jieyang Chen Xin Liang 0001 Dmitry Ganyushin Todd S. Munson Ian T. Foster Jean-Luc Vay Norbert Podhorszki Kesheng Wu Scott Klasky Improving I/O Performance for Exascale Applications Through Online Data Layout Reorganization. 878-890 2022 33 IEEE Trans. Parallel Distributed Syst. 4 https://doi.org/10.1109/TPDS.2021.3100784 https://www.wikidata.org/entity/Q114628423 db/journals/tpds/tpds33.html#WanHGPGWCLGMFVP22

Eric Suchyta Jong Youl Choi Seung-Hoe Ku David Pugmire Ana Gainaru Kevin A. Huck Ralph Kube Aaron Scheinberg Frédéric Suter Choong-Seock Chang Todd S. Munson Norbert Podhorszki Scott Klasky Hybrid Analysis of Fusion Data for Online Understanding of Complex Science on Extreme Scale Computers. 218-229 2022 CLUSTER https://doi.org/10.1109/CLUSTER51413.2022.00035 conf/cluster/2022 db/conf/cluster/cluster2022.html#SuchytaCKPGHKSS22 Alexander Brace Igor Yakushin Heng Ma Anda Trifan Todd S. Munson Ian T. Foster Arvind Ramanathan Hyungro Lee Matteo Turilli Shantenu Jha Coupling streaming AI and HPC ensembles to achieve 100-1000× faster biomolecular simulations. 806-816 2022 IPDPS https://doi.org/10.1109/IPDPS53621.2022.00083 conf/ipps/2022 db/conf/ipps/ipdps2022.html#BraceYMTMFRLTJ22 Jieyang Chen Sheng Di Ana Gainaru Xin Liang 0001 Todd S. Munson Message from the DRBSD-8 Workshop Chairs. v 2022 DRBSD@SC https://doi.org/10.1109/DRBSD56682.2022.00004 conf/ws-drbsd/2022 db/conf/ws-drbsd/ws-drbsd2022.html#ChenDGLM22

Mark F. Adams Satish Balay Oana Marin Lois Curfman McInnes Richard Tran Mills Todd S. Munson Hong Zhang 0006 Junchao Zhang 0002 Jed Brown Victor Eijkhout Jacob Faibussowitsch Matthew G. Knepley Fande Kong Scott Kruger Patrick Sanan Barry F. Smith Hong Zhang 0048 The PETSc Community Is the Infrastructure. 2022 abs/2201.00967 CoRR https://arxiv.org/abs/2201.00967 db/journals/corr/corr2201.html#abs-2201-00967

Ian T. Foster Mark Ainsworth Julie Bessac Franck Cappello Jong Choi 0001 Sheng Di Zichao Wendy Di Ali Murat Gok Hanqi Guo 0001 Kevin A. Huck Christopher Kelly Scott Klasky Kerstin Kleese van Dam Xin Liang 0001 Kshitij Mehta Manish Parashar Tom Peterka Line Pouchard Tong Shu Ozan Tugluk Hubertus Van Dam Lipeng Wan 0001 Matthew Wolf Justin M. Wozniak Wei Xu 0020 Igor Yakushin Shinjae Yoo Todd S. Munson Online data analysis and reduction: An important Co-design motif for extreme-scale computers. 617-635 2021 35 Int. J. High Perform. Comput. Appl. 6 https://doi.org/10.1177/10943420211023549 db/journals/ijhpca/ijhpca35.html#FosterABCCDDGGH21

Ashutosh Mahajan Sven Leyffer Jeff T. Linderoth James R. Luedtke Todd S. Munson Minotaur: a mixed-integer nonlinear optimization toolkit. 301-338 2021 13 Math. Program. Comput. 2 https://doi.org/10.1007/s12532-020-00196-1 db/journals/mpc/mpc13.html#MahajanLLLM21

Richard Tran Mills Mark F. Adams Satish Balay Jed Brown Alp Dener Matthew G. Knepley Scott E. Kruger Hannah Morgan Todd S. Munson Karl Rupp Barry F. Smith Stefano Zampini Hong Zhang 0006 Junchao Zhang 0002 Toward performance-portable PETSc for GPU-based exascale systems. 102831 2021 108 Parallel Comput. https://doi.org/10.1016/j.parco.2021.102831 db/journals/pc/pc108.html#MillsABBDKKMMRS21

Hanqi Guo 0001 David Lenz 0002 Jiayi Xu 0001 Xin Liang 0001 Wenbin He Iulian R. Grindeanu Han-Wei Shen Tom Peterka Todd S. Munson Ian T. Foster FTK: A Simplicial Spacetime Meshing Framework for Robust and Scalable Feature Tracking. 3463-3480 2021 27 IEEE Trans. Vis. Comput. Graph. 8 https://doi.org/10.1109/TVCG.2021.3073399 https://www.wikidata.org/entity/Q114982473 db/journals/tvcg/tvcg27.html#GuoLXLHGSPMF21

Jieyang Chen Lipeng Wan 0001 Xin Liang 0001 Ben Whitney Qing Liu 0002 David Pugmire Nicholas Thompson Jong Youl Choi Matthew Wolf Todd S. Munson Ian T. Foster Scott Klasky Accelerating Multigrid-based Hierarchical Scientific Data Refactoring on GPUs. 859-868 2021 IPDPS https://doi.org/10.1109/IPDPS49936.2021.00095 conf/ipps/2021 db/conf/ipps/ipdps2021.html#ChenW0W0PTCWMFK21 Qian Gong Xin Liang 0001 Ben Whitney Jong Youl Choi Jieyang Chen Lipeng Wan 0001 Stéphane Ethier Seung-Hoe Ku Randy Michael Churchill Choong-Seock Chang Mark Ainsworth Ozan Tugluk Todd S. Munson David Pugmire Richard Archibald Scott Klasky Maintaining Trust in Reduction: Preserving the Accuracy of Quantities of Interest for Lossy Compression. 22-39 2021 SMC https://doi.org/10.1007/978-3-030-96498-6_2 conf/smc2/2021 db/conf/smc2/smc2021.html#Gong0WCCWEKCCAT21 Aymen Al-Saadi Dong H. Ahn Yadu N. Babuji Kyle Chard James Corbett Mihael Hategan Stephen Herbein Shantenu Jha Daniel E. Laney André Merzky Todd S. Munson Michael Salim Mikhail Titov Matteo Turilli Thomas D. Uram Justin M. Wozniak ExaWorks: Workflows for Exascale. 50-57 2021 WORKS https://doi.org/10.1109/WORKS54523.2021.00012 conf/works-ws/2021 db/conf/works-ws/works2021.html#Al-SaadiABCCHHJ21

Ahmed Attia Sven Leyffer Todd S. Munson Stochastic Learning Approach to Binary Optimization for Optimal Design of Experiments. 2021 abs/2101.05958 CoRR https://arxiv.org/abs/2101.05958 db/journals/corr/corr2101.html#abs-2101-05958

Junchao Zhang 0002 Jed Brown Satish Balay Jacob Faibussowitsch Matthew G. Knepley Oana Marin Richard Tran Mills Todd S. Munson Barry F. Smith Stefano Zampini The PetscSF Scalable Communication Layer. 2021 abs/2102.13018 CoRR https://arxiv.org/abs/2102.13018 db/journals/corr/corr2102.html#abs-2102-13018

Rafael Ferreira da Silva Henri Casanova Kyle Chard Dan Laney Dong H. Ahn Shantenu Jha Carole A. Goble Lavanya Ramakrishnan J. Luc Peterson Bjoern Enders Douglas Thain Ilkay Altintas Yadu N. Babuji Rosa M. Badia Vivien Bonazzi Tainã Coleman Michael R. Crusoe Ewa Deelman Frank Di Natale Paolo Di Tommaso Thomas Fahringer Rosa Filgueira Grigori Fursin Alex Ganose Björn A. Grüning Daniel S. Katz Olga A. Kuchar Ana Kupresanin Bertram Ludäscher Ketan Maheshwari Marta Mattoso Kshitij Mehta Todd S. Munson Jonathan Ozik Tom Peterka Loic Pottier Tim Randles Stian Soiland-Reyes Benjamín Tovar Matteo Turilli Thomas D. Uram Karan Vahi Michael Wilde Matthew Wolf Justin M. Wozniak Workflows Community Summit: Bringing the Scientific Workflows Community Together. 2021 abs/2103.09181 CoRR https://arxiv.org/abs/2103.09181 db/journals/corr/corr2103.html#abs-2103-09181

Alexander Brace Hyungro Lee Heng Ma Anda Trifan Matteo Turilli Igor Yakushin Todd S. Munson Ian T. Foster Shantenu Jha Arvind Ramanathan Achieving 100X faster simulations of complex biological phenomena by coupling ML to HPC ensembles. 2021 abs/2104.04797 CoRR https://arxiv.org/abs/2104.04797 db/journals/corr/corr2104.html#abs-2104-04797

Jieyang Chen Lipeng Wan 0001 Xin Liang 0001 Ben Whitney Qing Liu 0002 Qian Gong David Pugmire Nicholas Thompson Jong Youl Choi Matthew Wolf Todd S. Munson Ian T. Foster Scott Klasky Scalable Multigrid-based Hierarchical Scientific Data Refactoring on GPUs. 2021 abs/2105.12764 CoRR https://arxiv.org/abs/2105.12764 db/journals/corr/corr2105.html#abs-2105-12764

Rafael Ferreira da Silva Henri Casanova Kyle Chard Tainã Coleman Dan Laney Dong H. Ahn Shantenu Jha Dorran Howell Stian Soiland-Reyes Ilkay Altintas Douglas Thain Rosa Filgueira Yadu N. Babuji Rosa M. Badia Bartosz Balis Silvina Caíno-Lores Scott Callaghan Frederik Coppens Michael R. Crusoe Kaushik De Frank Di Natale Tu Mai Anh Do Bjoern Enders Thomas Fahringer Anne Fouilloux Grigori Fursin Alban Gaignard Alex Ganose Daniel Garijo Sandra Gesing Carole A. Goble Adil Hasan Sebastiaan Huber Daniel S. Katz Ulf Leser Douglas Lowe Bertram Ludäscher Ketan Maheshwari Maciej Malawski Rajiv Mayani Kshitij Mehta André Merzky Todd S. Munson Jonathan Ozik Loïc Pottier Sashko Ristov Mehdi Roozmeh Renan Souza 0001 Frédéric Suter Benjamín Tovar Matteo Turilli Karan Vahi Alvaro Vidal-Torreira Wendy R. Whitcup Michael Wilde Alan R. Williams Matthew Wolf Justin M. Wozniak Workflows Community Summit: Advancing the State-of-the-art of Scientific Workflows Management Systems Research and Development. 2021 abs/2106.05177 CoRR https://arxiv.org/abs/2106.05177 db/journals/corr/corr2106.html#abs-2106-05177

Lipeng Wan 0001 Axel Huebl Junmin Gu Franz Poeschel Ana Gainaru Ruonan Wang Jieyang Chen Xin Liang 0001 Dmitry Ganyushin Todd S. Munson Ian T. Foster Jean-Luc Vay Norbert Podhorszki Kesheng Wu Scott Klasky Improving I/O Performance for Exascale Applications through Online Data Layout Reorganization. 2021 abs/2107.07108 CoRR https://arxiv.org/abs/2107.07108 db/journals/corr/corr2107.html#abs-2107-07108

Aymen Al-Saadi Dong H. Ahn Yadu N. Babuji Kyle Chard James Corbett Mihael Hategan Stephen Herbein Shantenu Jha Daniel E. Laney André Merzky Todd S. Munson Michael Salim Mikhail Titov Matteo Turilli Justin M. Wozniak ExaWorks: Workflows for Exascale. 2021 abs/2108.13521 CoRR https://arxiv.org/abs/2108.13521 db/journals/corr/corr2108.html#abs-2108-13521

Sven Leyffer Matt Menickelly Todd S. Munson Charlie Vanaret Stefan M. Wild A survey of nonlinear robust optimization. 342-373 2020 58 INFOR Inf. Syst. Oper. Res. 2 https://doi.org/10.1080/03155986.2020.1730676 db/journals/infor/infor58.html#LeyfferMMVW20

Igor Yakushin Kshitij Mehta Jieyang Chen Matthew Wolf Ian T. Foster Scott Klasky Todd S. Munson Feature-preserving Lossy Compression for In Situ Data Analysis. 10:1-10:9 2020 ICPP Workshops https://doi.org/10.1145/3409390.3409400 conf/icppw/2020 db/conf/icppw/icppw2020.html#YakushinMCWFKM20

Jieyang Chen Lipeng Wan 0001 Xin Liang 0001 Ben Whitney Qing Liu 0002 Dave Pugmire Nicholas Thompson Matthew Wolf Todd S. Munson Ian T. Foster Scott Klasky Accelerating Multigrid-based Hierarchical Scientific Data Refactoring on GPUs. 2020 abs/2007.04457 CoRR https://arxiv.org/abs/2007.04457 db/journals/corr/corr2007.html#abs-2007-04457

Alp Dener Marco Andres Miller Randy Michael Churchill Todd S. Munson Choong-Seock Chang Training neural networks under physical constraints using a stochastic augmented Lagrangian approach. 2020 abs/2009.07330 CoRR https://arxiv.org/abs/2009.07330 db/journals/corr/corr2009.html#abs-2009-07330

Richard Tran Mills Mark F. Adams Satish Balay Jed Brown Alp Dener Matthew G. Knepley Scott E. Kruger Hannah Morgan Todd S. Munson Karl Rupp Barry F. Smith Stefano Zampini Hong Zhang 0006 Junchao Zhang 0002 Toward Performance-Portable PETSc for GPU-based Exascale Systems. 2020 abs/2011.00715 CoRR https://arxiv.org/abs/2011.00715 db/journals/corr/corr2011.html#abs-2011-00715

Hanqi Guo 0001 David Lenz 0002 Jiayi Xu 0001 Xin Liang 0001 Wenbin He Iulian R. Grindeanu Han-Wei Shen Tom Peterka Todd S. Munson Ian T. Foster FTK: A High-Dimensional Simplicial Meshing Framework for Robust and Scalable Feature Tracking. 2020 abs/2011.08697 CoRR https://arxiv.org/abs/2011.08697 db/journals/corr/corr2011.html#abs-2011-08697

Michael Retzlaff Todd S. Munson Zichao (Wendy) Di Data Compression for Optimization of a Molecular Dynamics System: Preserving Basins of Attraction. 457-470 2019 ICCS (3) https://doi.org/10.1007/978-3-030-22744-9_36 conf/iccS/2019-3 db/conf/iccS/iccS2019-3.html#RetzlaffMD19 Alp Dener Todd S. Munson Accelerating Limited-Memory Quasi-Newton Convergence for Large-Scale Optimization. 495-507 2019 ICCS (3) https://doi.org/10.1007/978-3-030-22744-9_39 conf/iccS/2019-3 db/conf/iccS/iccS2019-3.html#DenerM19 Alp Dener Adam Denchfield Todd S. Munson Preconditioning Nonlinear Conjugate Gradient with Diagonalized Quasi-Newton. 2:1-2:7 2019 PASC https://doi.org/10.1145/3324989.3325712 conf/pasc/2019 db/conf/pasc/pasc2019.html#DenerDM19 Kshitij Mehta Ian T. Foster Scott Klasky Bryce Allen Matthew Wolf Jeremy Logan Eric Suchyta Jong Choi 0001 Keichi Takahashi Igor Yakushin Todd S. Munson A Codesign Framework for Online Data Analysis and Reduction. 11-20 2019 WORKS@SC https://doi.org/10.1109/WORKS49585.2019.00007 conf/sc/2019works db/conf/sc/works2019.html#MehtaFKAWLSCTYM19 Robert Jackson Scott M. Collis Timothy Lang Corey K. Potvin Todd S. Munson PyDDA: A new Pythonic Wind Retrieval Package. 111-117 2019 SciPy https://doi.org/10.25080/Majora-7ddc1dd1-010 conf/scipy/2019 db/conf/scipy/scipy2019.html#JacksonCLPM19 Jong Youl Choi Choong-Seock Chang Julien Dominski Scott Klasky Gabriele Merlo Eric Suchyta Mark Ainsworth Bryce Allen Franck Cappello Michael Churchill Philip E. Davis Sheng Di Greg Eisenhauer Stéphane Ethier Ian T. Foster Berk Geveci Hanqi Guo 0001 Kevin A. Huck Frank Jenko Mark Kim James Kress Seung-Hoe Ku Qing Liu 0002 Jeremy Logan Allen D. Malony Kshitij Mehta Kenneth Moreland Todd S. Munson Manish Parashar Tom Peterka Norbert Podhorszki Dave Pugmire Ozan Tugluk Ruonan Wang Ben Whitney Matthew Wolf Chad Wood Coupling Exascale Multiphysics Applications: Methods and Lessons Learned. 442-452 2018 eScience https://doi.org/10.1109/eScience.2018.00133 https://doi.ieeecomputersociety.org/10.1109/eScience.2018.00133 conf/eScience/2018 db/conf/eScience/eScience2018.html#ChoiCDKMSAACCDD18 Preeti Malakar Todd S. Munson Christopher Knight 0001 Venkatram Vishwanath Michael E. Papka Topology-aware space-shared co-analysis of large-scale molecular dynamics simulations. 24:1-24:15 2018 SC http://dl.acm.org/citation.cfm?id=3291688 conf/sc/2018 db/conf/sc/sc2018.html#MalakarMKVP18 Ian T. Foster Mark Ainsworth Bryce Allen Julie Bessac Franck Cappello Jong Youl Choi Emil M. Constantinescu Philip E. Davis Sheng Di Zichao Wendy Di Hanqi Guo 0001 Scott Klasky Kerstin Kleese van Dam Tahsin M. Kurç Qing Liu 0002 Abid Malik Kshitij Mehta Klaus Mueller 0001 Todd S. Munson George Ostrouchov Manish Parashar Tom Peterka Line Pouchard Dingwen Tao Ozan Tugluk Stefan M. Wild Matthew Wolf Justin M. Wozniak Wei Xu 0020 Shinjae Yoo Computing Just What You Need: Online Data Analysis and Reduction at Extreme Scales. 3-19 2017 Euro-Par https://doi.org/10.1007/978-3-319-64203-1_1 conf/europar/2017 db/conf/europar/europar2017.html#FosterAABCCCDDD17 Scott Klasky Eric Suchyta Mark Ainsworth Qing Liu 0002 Ben Whitney Matthew Wolf Jong Youl Choi Ian T. Foster Mark Kim Jeremy Logan Kshitij Mehta Todd S. Munson George Ostrouchov Manish Parashar Norbert Podhorszki David Pugmire Lipeng Wan 0001 Exacution: Enhancing Scientific Data Management for Exascale. 1927-1937 2017 ICDCS https://doi.org/10.1109/ICDCS.2017.256 https://doi.ieeecomputersociety.org/10.1109/ICDCS.2017.256 conf/icdcs/2017 db/conf/icdcs/icdcs2017.html#KlaskySALWWCFKL17 Preeti Malakar Christopher Knight 0001 Todd S. Munson Venkatram Vishwanath Michael E. Papka Scalable In situ Analysis of Molecular Dynamics Simulations. 1-6 2017 ISAV@SC https://doi.org/10.1145/3144769.3144772 conf/sc/2017isav db/conf/sc/isav2017.html#MalakarKMVP17

Vadim Sokolov Jeffrey Larson 0001 Todd S. Munson Joshua Auld Dominik Karbowski Platoon formation maximization through centralized routing and departure time coordination. 2017 abs/1701.01391 CoRR http://arxiv.org/abs/1701.01391 db/journals/corr/corr1701.html#SokolovLMAK17

Fu Lin Sven Leyffer Todd S. Munson A two-level approach to large mixed-integer programs with application to cogeneration in energy-efficient buildings. 1-46 2016 65 Comput. Optim. Appl. 1 https://doi.org/10.1007/s10589-016-9842-0 db/journals/coap/coap65.html#LinLM16

Preeti Malakar Venkatram Vishwanath Christopher Knight 0001 Todd S. Munson Michael E. Papka Optimal execution of co-analysis for large-scale molecular dynamics simulations. 702-715 2016 SC https://doi.org/10.1109/SC.2016.59 https://doi.ieeecomputersociety.org/10.1109/SC.2016.59 http://dl.acm.org/citation.cfm?id=3014985 conf/sc/2016 db/conf/sc/sc2016.html#MalakarVKMP16 Jeffrey Larson 0001 Todd S. Munson Vadim Sokolov Coordinated Platoon Routing in a Metropolitan Network. 73-82 2016 CSC https://doi.org/10.1137/1.9781611974690.ch8 conf/siamcsc/2016 db/conf/siamcsc/siamcsc2016.html#LarsonMS16 Huy Bui Preeti Malakar Venkatram Vishwanath Todd S. Munson Eun-Sung Jung Andrew E. Johnson 0001 Michael E. Papka Jason Leigh Improving Communication Throughput by Multipath Load Balancing on Blue Gene/Q. 115-124 2015 HiPC https://doi.org/10.1109/HiPC.2015.44 https://doi.ieeecomputersociety.org/10.1109/HiPC.2015.44 conf/hipc/2015 db/conf/hipc/hipc2015.html#BuiMVMJJPL15 Ashish Tripathi Sven Leyffer Todd S. Munson Stefan M. Wild Visualizing and Improving the Robustness of Phase Retrieval Algorithms. 815-824 2015 ICCS https://doi.org/10.1016/j.procs.2015.05.205 conf/iccS/2015 db/conf/iccS/iccS2015.html#TripathiLMW15 Preeti Malakar Venkatram Vishwanath Todd S. Munson Christopher Knight 0001 Mark Hereld Sven Leyffer Michael E. Papka Optimal scheduling of in-situ analysis for large-scale scientific simulations. 52:1-52:11 2015 SC https://doi.org/10.1145/2807591.2807656 conf/sc/2015 db/conf/sc/sc2015.html#MalakarVMKHLP15

Marc Snir Robert W. Wisniewski Jacob A. Abraham Sarita V. Adve Saurabh Bagchi Pavan Balaji James F. Belak Pradip Bose Franck Cappello Bill Carlson Andrew A. Chien Paul Coteus Nathan DeBardeleben Pedro C. Diniz Christian Engelmann Mattan Erez Saverio Fazzari Al Geist Rinku Gupta Fred Johnson Sriram Krishnamoorthy Sven Leyffer Dean Liberty Subhasish Mitra Todd S. Munson Rob Schreiber Jon Stearley Eric Van Hensbergen Addressing failures in exascale computing. 129-173 2014 28 Int. J. High Perform. Comput. Appl. 2 https://doi.org/10.1177/1094342014522573 db/journals/ijhpca/ijhpca28.html#SnirWAABBBBCCCCDDEEFGGJKLLMMSSH14

Noam Goldberg Sven Leyffer Todd S. Munson A New Perspective on Convex Relaxations of Sparse SVM. 450-457 2013 SDM https://doi.org/10.1137/1.9781611972832.50 conf/sdm/2013 db/conf/sdm/sdm2013.html#GoldbergLM13

Haw-ren Fang Sven Leyffer Todd S. Munson A pivoting algorithm for linear programming with linear complementarity constraints. 89-114 2012 27 Optim. Methods Softw. 1 https://doi.org/10.1080/10556788.2010.512956 db/journals/oms/oms27.html#FangLM12

Esmond G. Ng Jason Sarich Stefan M. Wild Todd S. Munson Hasan Metin Aktulga Chao Yang 0001 Pieter Maris James P. Vary Nicolas Schunck M. G. Bertolli Markus Kortelainen Witold Nazarewicz Thomas Papenbrock M. V. Stoitsov Advancing Nuclear Physics Through TOPS Solvers and Tools http://arxiv.org/abs/1110.1708 2011 CoRR abs/1110.1708 db/journals/corr/corr1110.html#abs-1110-1708

Sven Leyffer Todd S. Munson Solving multi-leader-common-follower games. 601-623 2010 25 Optim. Methods Softw. 4 https://doi.org/10.1080/10556780903448052 db/journals/oms/oms25.html#LeyfferM10

Elizabeth D. Dolan Robert Fourer Jean-Pierre Goux Todd S. Munson Jason Sarich Kestrel: An Interface from Optimization Modeling Systems to the NEOS Server. 525-538 2008 20 INFORMS J. Comput. 4 https://doi.org/10.1287/ijoc.1080.0264 db/journals/informs/informs20.html#DolanFGMS08

Todd S. Munson Mesh shape-quality optimization using the inverse mean-ratio metric. 561-590 2007 110 Math. Program. 3 https://doi.org/10.1007/s10107-006-0014-3 db/journals/mp/mp110.html#Munson07

Yihsu Chen Benjamin F. Hobbs Sven Leyffer Todd S. Munson Leader-Follower Equilibria for Electric Power and NO<sub> <i>x</i> </sub> Allowances Markets. 307-330 2006 3 Comput. Manag. Sci. 4 https://doi.org/10.1007/s10287-006-0020-1 db/journals/cms/cms3.html#ChenHLM06

Lori Freitag Diachin Patrick M. Knupp Todd S. Munson Suzanne M. Shontz A comparison of two optimization methods for mesh quality improvement. 61-74 2006 22 Eng. Comput. 2 https://doi.org/10.1007/s00366-006-0015-0 db/journals/ewc/ewc22.html#DiachinKMS06

Steven J. Benson Todd S. Munson Flexible complementarity solvers for large-scale applications. 155-168 2006 21 Optim. Methods Softw. 1 https://doi.org/10.1080/10556780500065382 db/journals/oms/oms21.html#BensonM06

Elizabeth D. Dolan Jorge J. Moré Todd S. Munson Optimality Measures for Performance Profiles. 891-909 2006 16 SIAM J. Optim. 3 https://doi.org/10.1137/040608015 db/journals/siamjo/siamjo16.html#DolanMM06

Jorge J. Moré Todd S. Munson Computing mountain passes and transition states. 151-182 2004 100 Math. Program. 1 https://doi.org/10.1007/s10107-003-0489-0 db/journals/mp/mp100.html#MoreM04

Michael C. Ferris Todd S. Munson Semismooth support vector machines. 185-204 2004 101 Math. Program. 1 https://doi.org/10.1007/s10107-004-0541-8 db/journals/mp/mp101.html#FerrisM04

Lori Freitag Diachin Patrick M. Knupp Todd S. Munson Suzanne M. Shontz A Comparison of Inexact Newton and Coordinate Descent Mesh Optimization Techniques. 243-254 2004 conf/imr/2004 IMR http://imr.sandia.gov/papers/abstracts/Fr329.html db/conf/imr/imr2004.html#DiachinKMS04

Michael C. Ferris Todd S. Munson Interior-Point Methods for Massive Support Vector Machines. 783-804 2002 13 SIAM J. Optim. 3 https://doi.org/10.1137/S1052623400374379 https://www.wikidata.org/entity/Q56095194 db/journals/siamjo/siamjo13.html#FerrisM02

Lori A. Freitag Patrick M. Knupp Todd S. Munson Suzanne M. Shontz A Comparison Of Optimization Software For Mesh Shape-Quality Improvement Problems. 29-40 2002 conf/imr/2002 IMR http://imr.sandia.gov/papers/abstracts/Fr239.html db/conf/imr/imr2002.html#FreitagKMS02

Todd S. Munson Francisco Facchinei Michael C. Ferris Andreas Fischer 0004 Christian Kanzow The Semismooth Algorithm for Large Scale Complementarity Problems. 294-311 2001 13 INFORMS J. Comput. 4 https://doi.org/10.1287/ijoc.13.4.294.9734 db/journals/informs/informs13.html#MunsonFFFK01

Michael C. Ferris Todd S. Munson Modeling languages and Condor: metacomputing for optimization. 487-505 2000 88 Math. Program. 3 https://doi.org/10.1007/PL00011382 db/journals/mp/mp88.html#FerrisM00

Michael C. Ferris Todd S. Munson Krung Sinapiromsaran A practical approach to sample-path simulation optimization. 795-804 2000 conf/wsc/2000 WSC https://doi.org/10.1109/WSC.2000.899876 https://doi.ieeecomputersociety.org/10.1109/WSC.2000.899876 http://dl.acm.org/citation.cfm?id=510492 db/conf/wsc/wsc2000.html#FerrisMS00

Michael C. Ferris Todd S. Munson Interfaces to PATH 3.0: Design, Implementation and Usage. 207-227 1999 12 Comput. Optim. Appl. 1-3 https://doi.org/10.1023/A:1008636318275 db/journals/coap/coap12.html#FerrisM99

Michael C. Ferris Christian Kanzow Todd S. Munson Feasible descent algorithms for mixed complementarity problems. 475-497 1999 86 Math. Program. 3 https://doi.org/10.1007/s101070050101 db/journals/mp/mp86.html#FerrisKM99

Jacob A. Abraham Mark F. Adams Abolaji D. Adesoji Sarita V. Adve Dong H. Ahn Mark Ainsworth Hasan Metin Aktulga Bryce Allen Aymen AlsaadiAymen Al-Saadi Ilkay Altintas Rick ArchibaldRichard Archibald Ahmed Attia Joshua Auld Yadu N. Babuji Rosa M. Badia Saurabh Bagchi Pavan Balaji Satish Balay Bartosz Balis James F. Belak Steven J. Benson M. G. Bertolli Julie Bessac Vivien Bonazzi Pradip Bose Alex BraceAlexander Brace Jed Brown Huy Bui Silvina Caíno-Lores Scott Callaghan Franck Cappello Bill Carlson Henri Casanova Choong-Seock Chang Kyle Chard Jieyang Chen Yihsu Chen Andrew A. Chien Jong Choi 0001Jong Youl Choi Michael ChurchillRandy Michael Churchill Tainã Coleman Scott M. Collis Emil M. Constantinescu Frederik Coppens James Corbett Paul Coteus Michael R. Crusoe Huub J. J. Van DamHubertus Van Dam Kerstin Kleese van Dam Philip E. Davis Kaushik De Nathan DeBardeleben Ewa Deelman Adam Denchfield Alp Dener Sheng Di Zichao Wendy DiZichao (Wendy) Di Lori A. DiachinLori A. FreitagLori Freitag Diachin Pedro C. Diniz Tu Mai Anh Do Elizabeth D. Dolan Julien Dominski Matthieu Dorier Victor Eijkhout Greg Eisenhauer Bjoern Enders Christian Engelmann Mattan Erez Stéphane Ethier Francisco Facchinei Thomas Fahringer Jacob Faibussowitsch Haw-ren Fang Saverio Fazzari Michael C. Ferris Rosa Filgueira Andreas Fischer 0004 Thomas Flynn 0001 Ian T. Foster Anne Fouilloux Robert Fourer Grigori Fursin Alban Gaignard Ana Gainaru Alex Ganose Dmitry Ganyushin Daniel Garijo Al Geist Kai Germaschewski Sandra Gesing Berk Geveci Carole A. Goble Ali Murat Gok Noam Goldberg Qian Gong Jean-Pierre Goux Iulian R. Grindeanu Björn A. Grüning Junmin Gu Hanqi Guo 0001 Rinku Gupta Christopher J. Harris 0004Chris Harris 0004 Adil Hasan Mihael Hategan Wenbin He Eric Van Hensbergen Stephen Herbein Mark Hereld Benjamin F. Hobbs Dorran Howell Sebastiaan Huber Kevin A. Huck Axel Huebl Toby Isaac Robert Jackson Frank Jenko Shantenu Jha Andrew E. Johnson 0001 Fred Johnson Eun-Sung Jung Ai Kagawa Christian Kanzow Dominik Karbowski Daniel S. Katz Christopher Kelly Kibaek Kim Mark Kim Scott Klasky Matthew G. Knepley Christopher Knight 0001 Patrick M. Knupp Fande Kong Markus Kortelainen Olivera Kotevska James Kress Sriram Krishnamoorthy Raghavan KrishnanKrishnan Raghavan Scott KrugerScott E. Kruger Seung-Hoe Ku Ralph Kube Olga A. Kuchar Ana Kupresanin Tahsin M. Kurç Daniel E. LaneyDan Laney Timothy Lang Jeffrey Larson 0001 Hyungro Lee Jason Leigh David Lenz 0002 Ulf Leser Sven Leyffer Xin Liang 0001 Dean Liberty Fu Lin Jeff T. Linderoth Qing Liu 0002 Jeremy Logan Douglas Lowe Bertram Ludäscher James R. Luedtke Heng Ma Ravi K. Madduri Ashutosh Mahajan Ketan Maheshwari Preeti Malakar Maciej Malawski Abid Malik Allen D. Malony Oana Marin Pieter Maris Marta Mattoso Rajiv Mayani Lois C. McInnesLois Curfman McInnes Kshitij Mehta Matt Menickelly Gabriele Merlo André Merzky Marco Andres Miller Richard Tran Mills Subhasish Mitra Shirley V. Moore Jorge J. Moré Kenneth Moreland Hannah Morgan Klaus Mueller 0001 Frank Di Natale Witold Nazarewicz Esmond G. Ng George Ostrouchov Jonathan Ozik Thomas Papenbrock Michael E. Papka Manish Parashar Tom Peterka Jayson Luc PetersonJ. Luc Peterson Norbert Podhorszki Franz Poeschel Loïc PottierLoic Pottier Corey K. Potvin Line C. PouchardLine Pouchard David PugmireDave Pugmire Lavanya Ramakrishnan Arvind Ramanathan Tim Randles Michael Retzlaff Sashko Ristov Mehdi Roozmeh Robert Ross Karl Rupp Minseok Ryu Michael Salim Patrick Sanan Jason Sarich Aaron Scheinberg Rob Schreiber Nicolas Schunck Han-Wei Shen Mark S. Shephard Suzanne M. Shontz Tong Shu Rafael Ferreira da Silva Krung Sinapiromsaran Swati Singhal Barry Smith 0002Barry F. Smith Cameron W. Smith Marc Snir Stian Soiland-Reyes Vadim Sokolov Renan Souza 0001 Jon Stearley M. V. Stoitsov Pradeep Subedi Eric Suchyta Hansol Suh Alan Sussman Frédéric Suter Keichi Takahashi Dingwen Tao Douglas Thain Nicholas Thompson Mikhail Titov Paolo Di Tommaso Benjamín Tovar Anda Trifan Ashish Tripathi Ozan Tugluk Matteo Turilli Thomas D. Uram Karan Vahi Charlie Vanaret James P. Vary Jean-Luc Vay Alvaro Vidal-Torreira Venkatram Vishwanath Ryan H. Vogt Lipeng Wan 0001 Ruonan Wang Wendy R. Whitcup Ben Whitney Stefan M. Wild Michael Wilde Alan R. Williams Robert W. Wisniewski Matthew Wolf Chad Wood Justin M. Wozniak Kesheng Wu Jiayi Xu 0001 Wei Xu 0020 Igor Yakushin Chao Yang 0001 Shinjae Yoo Byung-Jun Yoon Farzad Yousefian Stefano Zampini Hong Zhang 0006 Hong Zhang 0048 Junchao Zhang 0002 Shuangxi Zhang