The Cms Statistical Analysis and Combination Tool: Combine

dc.contributor.author Zhokin, A.
dc.contributor.author Zhizhin, I.
dc.contributor.author Zarubin, A.
dc.contributor.author Yuldashev, B.S.
dc.contributor.author Voytishin, N.
dc.contributor.author Vorotnikov, G.
dc.contributor.author Moran, D.
dc.date.accessioned 2025-01-10T20:54:08Z
dc.date.available 2025-01-10T20:54:08Z
dc.date.issued 2024
dc.description.abstract This paper describes the Combine software package used for statistical analyses by the CMS Collaboration. The package, originally designed to perform searches for a Higgs boson and the combined analysis of those searches, has evolved to become the statistical analysis tool presently used in the majority of measurements and searches performed by the CMS Collaboration. It is not specific to the CMS experiment, and this paper is intended to serve as a reference for users outside of the CMS Collaboration, providing an outline of the most salient features and capabilities. Readers are provided with the possibility to run Combine and reproduce examples provided in this paper using a publicly available container image. Since the package is constantly evolving to meet the demands of ever-increasing data sets and analysis sophistication, this paper cannot cover all details of Combine. However, the online documentation referenced within this paper provides an up-to-date and complete user guide. © CERN, for the benefit of the CMS Collaboration 2024. en_US
dc.identifier.doi 10.1007/s41781-024-00121-4
dc.identifier.issn 2510-2044
dc.identifier.issn 2510-2036
dc.identifier.scopus 2-s2.0-85206987818
dc.identifier.uri https://doi.org/10.1007/s41781-024-00121-4
dc.identifier.uri https://hdl.handle.net/20.500.13091/9795
dc.language.iso en en_US
dc.publisher Springer Nature en_US
dc.relation.ispartof Computing and Software for Big Science en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.subject Cms en_US
dc.subject Combine en_US
dc.subject Higgs en_US
dc.subject Higgs Boson en_US
dc.subject Statistics en_US
dc.title The Cms Statistical Analysis and Combination Tool: Combine en_US
dc.type Article en_US
dspace.entity.type Publication
gdc.author.scopusid 6602446917
gdc.author.scopusid 57202018147
gdc.author.scopusid 7004261852
gdc.author.scopusid 57209048617
gdc.author.scopusid 57188571026
gdc.author.scopusid 57188624820
gdc.author.scopusid 57213693073
gdc.bip.impulseclass C3
gdc.bip.influenceclass C4
gdc.bip.popularityclass C3
gdc.coar.access open access
gdc.coar.type text::journal::journal article
gdc.description.department Konya Technical University en_US
gdc.description.departmenttemp Zhokin A., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Zhizhin I., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Zarubin A., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Yuldashev B.S., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland, Institute of Nuclear Physics of the Uzbekistan Academy of Sciences, Tashkent, Uzbekistan; Voytishin N., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Vorotnikov G., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Vorobyev A., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Volkov P., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Uzunian A., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Uvarov L., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Toropin A., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Tlisova I., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Teryaev O., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Terkulov A., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Tcherniaev E., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Sulimov V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Sosnov D., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Smirnov V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Slabospitskii S., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Skovpen Y., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland, Another Institute or International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Shulha S., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Shmatov S., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Shalaev V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Savrin V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Savina M., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Radchenko O., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland, Another Institute or International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Popov V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Polikarpov S., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland, Another Institute or International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Perfilov M., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Perelygin V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Palichik V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Oreshkin V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Obraztsov S., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Nikitenko A., Yerevan Physics Institute, Yerevan, Armenia, Imperial College, London, United Kingdom, Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Murzin V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Matveev V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland, Another Institute or International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Malakhov A., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Makarenko V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Lychkovskaya N., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Levchenko P., Northeastern University, MA, Boston, Thailand, Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Lanev A., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Krasnikov N., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Kozyrev A., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland, Another Institute or International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Korenkov V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Konstantinov D., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Kodolova O., Yerevan Physics Institute, Yerevan, Armenia, Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Klyukhin V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Kirsanov M., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Kirpichnikov D., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Kirakosyan M., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Kim V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland, Another Institute or International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Karneyeu A., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Karjavine V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Kachanov V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Ivanov Y., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Gribushin A., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Gorbunov I., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Golutvin I., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Golubev N., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Golovtcov V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Gninenko S., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Gavrilov V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Gavrilov G., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Dudko L., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Dubinin M., California Institute of Technology, Pasadena, CA, United States, Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Druzhkin D., Universiteit Antwerpen, Antwerpen, Belgium, Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Dimova T., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland, Another Institute or International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Dermenev A., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Chistov R., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland, Another Institute or International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Chekhovsky V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Chadeeva M., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland, Another Institute or International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Bunichev V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Budkouski D., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Borshch V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Boos E., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Blinov V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland, Another Institute or International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Babaev A., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Azarkin M., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Aushev T., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Andreev Y., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Andreev V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Alexakhin V., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Afanasiev S., Authors Affiliated with an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Warden A., University of Wisconsin-Madison, Madison, WI, United States; Vetens W., University of Wisconsin-Madison, Madison, WI, United States; Tsoi H.F., University of Wisconsin-Madison, Madison, WI, United States; Teague D., University of Wisconsin-Madison, Madison, WI, United States; Smith W.H., University of Wisconsin-Madison, Madison, WI, United States; Sharma V., University of Wisconsin-Madison, Madison, WI, United States; Shang V., University of Wisconsin-Madison, Madison, WI, United States; Savin A., University of Wisconsin-Madison, Madison, WI, United States; Pinna D., University of Wisconsin-Madison, Madison, WI, United States; Pétré L., University of Wisconsin-Madison, Madison, WI, United States; Parida G., University of Wisconsin-Madison, Madison, WI, United States; Mondal S., University of Wisconsin-Madison, Madison, WI, United States; Mohammadi A., University of Wisconsin-Madison, Madison, WI, United States; Mallampalli A., University of Wisconsin-Madison, Madison, WI, United States; Sreekala J.M., University of Wisconsin-Madison, Madison, WI, United States; Loveless R., University of Wisconsin-Madison, Madison, WI, United States; Lanaro A., University of Wisconsin-Madison, Madison, WI, United States; Koraka C.K., University of Wisconsin-Madison, Madison, WI, United States; Herve A., University of Wisconsin-Madison, Madison, WI, United States; Herndon M., University of Wisconsin-Madison, Madison, WI, United States; He H., University of Wisconsin-Madison, Madison, WI, United States; Galloni C., University of Wisconsin-Madison, Madison, WI, United States; Everaerts P., University of Wisconsin-Madison, Madison, WI, United States; De Bruyn I., University of Wisconsin-Madison, Madison, WI, United States; Dasu S., University of Wisconsin-Madison, Madison, WI, United States; Bose T., University of Wisconsin-Madison, Madison, WI, United States; Black K., University of Wisconsin-Madison, Madison, WI, United States; Banerjee S., University of Wisconsin-Madison, Madison, WI, United States; Aravind A., University of Wisconsin-Madison, Madison, WI, United States; Karchin P.E., Wayne State University, Detroit, MI, United States; Bhattacharya S., Wayne State University, Detroit, MI, United States; Neu C., University of Virginia, Charlottesville, VA, United States; Ledovskoy A., University of Virginia, Charlottesville, VA, United States; Hirosky R., University of Virginia, Charlottesville, VA, United States; Hakala J., University of Virginia, Charlottesville, VA, United States; Cox B., University of Virginia, Charlottesville, VA, United States; Cardwell B., University of Virginia, Charlottesville, VA, United States; Viinikainen J., Vanderbilt University, Nashville, TN, United States; Velkovska J., Vanderbilt University, Nashville, TN, United States; Tuo S., Vanderbilt University, Nashville, TN, United States; Sheldon P., Vanderbilt University, Nashville, TN, United States; Romeo F., Vanderbilt University, Nashville, TN, United States; Melo A., Vanderbilt University, Nashville, TN, United States; Elayavalli R.K., Vanderbilt University, Nashville, TN, United States; Johns W., Vanderbilt University, Nashville, TN, United States; Gurrola A., Vanderbilt University, Nashville, TN, United States; Greene S., Vanderbilt University, Nashville, TN, United States; Chen Y., Vanderbilt University, Nashville, TN, United States; Appelt E., Vanderbilt University, Nashville, TN, United States; Volobouev I., Texas Tech University, Lubbock, TX, United States; Peltola T., Texas Tech University, Lubbock, TX, United States; Mankel A., Texas Tech University, Lubbock, TX, United States; Lee S.W., Texas Tech University, Lubbock, TX, United States; Lamichhane K., Texas Tech University, Lubbock, TX, United States; Kazhykarim Y., Texas Tech University, Lubbock, TX, United States; Hussain A., Texas Tech University, Lubbock, TX, United States; Hegde V., Texas Tech University, Lubbock, TX, United States; Gogate N., Texas Tech University, Lubbock, TX, United States; Damgov J., Texas Tech University, Lubbock, TX, United States; Akchurin N., Texas Tech University, Lubbock, TX, United States; Safonov A., Texas A & amp;M University, College Station, TX, United States; Rathjens D., Texas A & amp;M University, College Station, TX, United States; Overton D., Texas A & amp;M University, College Station, TX, United States; Mueller R., Texas A & amp;M University, College Station, TX, United States; Luo S., Texas A & amp;M University, College Station, TX, United States; Kim H., Texas A & amp;M University, College Station, TX, United States; Kamon T., Kyungpook National University, Daegu, South Korea, Texas A & amp;M University, College Station, TX, United States; Huang T., Texas A & amp;M University, College Station, TX, United States; Gilmore J., Texas A & amp;M University, College Station, TX, United States; Eusebi R., Texas A & amp;M University, College Station, TX, United States; Bouhali O., Texas A & amp;M University, College Station, TX, United States, Texas A & amp;M University at Qatar, Doha, Qatar; Akhter T., Texas A & amp;M University, College Station, TX, United States; Ahmad M., Texas A & amp;M University, College Station, TX, United States; Aebi D., Texas A & amp;M University, College Station, TX, United States; Spanier S., University of Tennessee, Knoxville, TN, United States; Nibigira E., University of Tennessee, Knoxville, TN, United States; Lee L., University of Tennessee, Knoxville, TN, United States; Karunarathna N., University of Tennessee, Knoxville, TN, United States; Kanuganti A.R., University of Tennessee, Knoxville, TN, United States; Holmes T., University of Tennessee, Knoxville, TN, United States; Higginbotham S., University of Tennessee, Knoxville, TN, United States; Fiorendi S., University of Tennessee, Knoxville, TN, United States; Delannoy A.G., University of Tennessee, Knoxville, TN, United States; Ally D., University of Tennessee, Knoxville, TN, United States; Acharya H., University of Tennessee, Knoxville, TN, United States; Wang H., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Vora J., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Thomas S., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Thayil S.A., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Stone R., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Somalwar S., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Schnetzer S., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Salur S., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Saha P., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Routray H., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Reichert J., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Nash K., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Montalvo R., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Lath A., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Laflotte I., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Konstantinou S., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Karacheban O., Rutgers, The State University of New Jersey, Piscataway, NJ, United States, Brandenburg University of Technology, Cottbus, Germany; Jaroslawski D., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Houghton C., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Heindl M., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Halkiadakis E., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Gershtein Y., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Gadkari D., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Clark S.V., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Chou J.P., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Chiarito B., Rutgers, The State University of New Jersey, Piscataway, NJ, United States; Taus R., University of Rochester, Rochester, NY, United States; Popova E., University of Rochester, Rochester, NY, United States, an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Parygin P., University of Rochester, Rochester, NY, United States, an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Parmar N., University of Rochester, Rochester, NY, United States; Khukhunaishvili A., University of Rochester, Rochester, NY, United States; Hindrichs O., University of Rochester, Rochester, NY, United States; Garcia-Bellido A., University of Rochester, Rochester, NY, United States; Dulemba J.L., University of Rochester, Rochester, NY, United States; Demina R., University of Rochester, Rochester, NY, United States; de Barbaro P., University of Rochester, Rochester, NY, United States; Bodek A., University of Rochester, Rochester, NY, United States; Zhang Y., Rice University, Houston, TX, United States; Yigitbasi E., Rice University, Houston, TX, United States; Rotter J., Rice University, Houston, TX, United States; Redjimi R., Rice University, Houston, TX, United States; Padley B.P., Rice University, Houston, TX, United States; Colin O.M., Rice University, Houston, TX, United States; Lin J., Rice University, Houston, TX, United States; Li W., Rice University, Houston, TX, United States; Geurts F.J.M., Rice University, Houston, TX, United States; Gardner P., Rice University, Houston, TX, United States; Freed S., Rice University, Houston, TX, United States; Manteca P.J.F., Rice University, Houston, TX, United States; Ecklund K.M., Rice University, Houston, TX, United States; Carnahan T., Rice University, Houston, TX, United States; Acosta D., Rice University, Houston, TX, United States; Pathak A., Purdue University Northwest, Hammond, IN, United States; Parashar N., Purdue University Northwest, Hammond, IN, United States; Dolen J., Purdue University Northwest, Hammond, IN, United States; Xie W., Purdue University, West Lafayette, IN, United States; Wang F., Purdue University, West Lafayette, IN, United States; Virdi A.K., Purdue University, West Lafayette, IN, United States; Thieman J., Purdue University, West Lafayette, IN, United States; Stojanovic M., Purdue University, West Lafayette, IN, United States; Schulte J.F., Purdue University, West Lafayette, IN, United States; Scheurer V., Purdue University, West Lafayette, IN, United States; Piperov S., Purdue University, West Lafayette, IN, United States; Paspalaki G., Purdue University, West Lafayette, IN, United States; Neumeister N., Purdue University, West Lafayette, IN, United States; Negro G., Purdue University, West Lafayette, IN, United States; Liu M., Purdue University, West Lafayette, IN, United States; Koshy A.M., Purdue University, West Lafayette, IN, United States; Jung A.W., Purdue University, West Lafayette, IN, United States; Jones M., Purdue University, West Lafayette, IN, United States; Gutay L., Purdue University, West Lafayette, IN, United States; Gu A., Purdue University, West Lafayette, IN, United States; Chawla R., Purdue University, West Lafayette, IN, United States; Chandra S., Purdue University, West Lafayette, IN, United States; Bakshi A.S., Purdue University, West Lafayette, IN, United States; Malik S., University of Puerto Rico, Mayaguez, Puerto Rico; Tully C., Princeton University, Princeton, NJ, United States; Stickland D., Princeton University, Princeton, NJ, United States; Shevelev A., Princeton University, Princeton, NJ, United States; Olsen J., Princeton University, Princeton, NJ, United States; Ojalvo I., Princeton University, Princeton, NJ, United States; Marlow D., Princeton University, Princeton, NJ, United States; Loeliger A., Princeton University, Princeton, NJ, United States; Lange D., Princeton University, Princeton, NJ, United States; Kwan S., Princeton University, Princeton, NJ, United States; Kopp G., Princeton University, Princeton, NJ, United States; Kennedy K., Princeton University, Princeton, NJ, United States; Haubrich N., Princeton University, Princeton, NJ, United States; Greenberg B., Princeton University, Princeton, NJ, United States; Frankenthal A., Princeton University, Princeton, NJ, United States; Elmer P., Princeton University, Princeton, NJ, United States; Dezoort G., Princeton University, Princeton, NJ, United States; Das P., Princeton University, Princeton, NJ, United States; Bouchamaoui H., Princeton University, Princeton, NJ, United States; Yates B.R., The Ohio State University, Columbus, OH, United States; Winer B.L., The Ohio State University, Columbus, OH, United States; Wei K., The Ohio State University, Columbus, OH, United States; Ornelas M.N., The Ohio State University, Columbus, OH, United States; Joyce M., The Ohio State University, Columbus, OH, United States; Hill C., The Ohio State University, Columbus, OH, United States; Durkin L.S., The Ohio State University, Columbus, OH, United States; Carrigan M., The Ohio State University, Columbus, OH, United States; Bylsma B., The Ohio State University, Columbus, OH, United States; Basnet A., The Ohio State University, Columbus, OH, United States; Zygala L., University of Notre Dame, Notre Dame, IN, United States; Zarucki M., University of Notre Dame, Notre Dame, IN, United States; Yockey H., University of Notre Dame, Notre Dame, IN, United States; Wayne M., University of Notre Dame, Notre Dame, IN, United States; Wan Y., University of Notre Dame, Notre Dame, IN, United States; Townsend A., University of Notre Dame, Notre Dame, IN, United States; Ruchti R., University of Notre Dame, Notre Dame, IN, United States; Piccinelli A., University of Notre Dame, Notre Dame, IN, United States; Osherson M., University of Notre Dame, Notre Dame, IN, United States; Nelson H., University of Notre Dame, Notre Dame, IN, United States; Musienko Y., University of Notre Dame, Notre Dame, IN, United States, an Institute or an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland; Moore C., University of Notre Dame, Notre Dame, IN, United States; Mcgrady C., University of Notre Dame, Notre Dame, IN, United States; McCauley T., University of Notre Dame, Notre Dame, IN, United States; Mcalister I., University of Notre Dame, Notre Dame, IN, United States; Marinelli N., University of Notre Dame, Notre Dame, IN, United States; Mariano J., University of Notre Dame, Notre Dame, IN, United States; Lutton L., University of Notre Dame, Notre Dame, IN, United States; Loukas N., University of Notre Dame, Notre Dame, IN, United States; Lawrence J., University of Notre Dame, Notre Dame, IN, United States; Lannon K., University of Notre Dame, Notre Dame, IN, United States; Jessop C., University of Notre Dame, Notre Dame, IN, United States; Ivanov T., University of Notre Dame, Notre Dame, IN, United States; Anampa K.H., University of Notre Dame, Notre Dame, IN, United States; Ho K.W., University of Notre Dame, Notre Dame, IN, United States; Hildreth M., University of Notre Dame, Notre Dame, IN, United States; Goldouzian R., University of Notre Dame, Notre Dame, IN, United States; Das A., University of Notre Dame, Notre Dame, IN, United States; Castells S., University of Notre Dame, Notre Dame, IN, United States; Bucci R., University of Notre Dame, Notre Dame, IN, United States; Band R., University of Notre Dame, Notre Dame, IN, United States; Agarwal G., University of Notre Dame, Notre Dame, IN, United States; Velasco M., Northwestern University, IL, Evanston, Bangladesh; Taliercio A., Northwestern University, IL, Evanston, Bangladesh; Schmitt M.H., Northwestern University, IL, Evanston, Bangladesh; Monk D.G., Northwestern University, IL, Evanston, Bangladesh; Miao Y., Northwestern University, IL, Evanston, Bangladesh; Liu Y., Northwestern University, IL, Evanston, Bangladesh; Hahn K.A., Northwestern University, IL, Evanston, Bangladesh; Dittmer S., Northwestern University, IL, Evanston, Bangladesh; Bueghly J., Northwestern University, IL, Evanston, Bangladesh; Wood D., Northeastern University, MA, Boston, Thailand; Skinnari L., Northeastern University, MA, Boston, Thailand; Parker A., Northeastern University, MA, Boston, Thailand; Orimoto T., Northeastern University, MA, Boston, Thailand; Nguyen V., Northeastern University, MA, Boston, Thailand; Morse D.M., Northeastern University, MA, Boston, Thailand; Mccarthy R., Northeastern University, MA, Boston, Thailand; Madigan G., Northeastern University, MA, Boston, Thailand; Lu M., Northeastern University, MA, Boston, Thailand; Li J., Northeastern University, MA, Boston, Thailand; Krishna A., Northeastern University, MA, Boston, Thailand; Han Y., Northeastern University, MA, Boston, Thailand; Haddad Y., Northeastern University, MA, Boston, Thailand; Dervan J., Northeastern University, MA, Boston, Thailand; Bonilla J., Northeastern University, MA, Boston, Thailand; Barberis E., Northeastern University, MA, Boston, Thailand; Alverson G., Northeastern University, MA, Boston, Thailand; Young P., State University of New York at Buffalo, Buffalo, NY, United States; Williams A., State University of New York at Buffalo, Buffalo, NY, United States; Sfar H.R., State University of New York at Buffalo, Buffalo, NY, United States; Rappoccio S., State University of New York at Buffalo, Buffalo, NY, United States; Nguyen D., State University of New York at Buffalo, Buffalo, NY, United States; Morris M., State University of New York at Buffalo, Buffalo, NY, United States; Kharchilava A., State University of New York at Buffalo, Buffalo, NY, United States; Kalogeropoulos A., State University of New York at Buffalo, Buffalo, NY, United States; Iashvili I., State University of New York at Buffalo, Buffalo, NY, United States; Hsia H.W., State University of New York at Buffalo, Buffalo, NY, United States; Hay L., State University of New York at Buffalo, Buffalo, NY, United States; Bandyopadhyay H., State University of New York at Buffalo, Buffalo, NY, United States; Yu D., University of Nebraska-Lincoln, Lincoln, NE, United States; Yan F., University of Nebraska-Lincoln, Lincoln, NE, United States; Wightman A., University of Nebraska-Lincoln, Lincoln, NE, United States; Vagnerini A., University of Nebraska-Lincoln, Lincoln, NE, United States; Tabb W., University of Nebraska-Lincoln, Lincoln, NE, United States; Siado J.E., University of Nebraska-Lincoln, Lincoln, NE, United States; Kravchenko I., University of Nebraska-Lincoln, Lincoln, NE, United States en_US
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