{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T11:18:16Z","timestamp":1780053496958,"version":"3.54.0"},"reference-count":83,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100000104","name":"The University of New Mexico through NASA","doi-asserted-by":"publisher","award":["NM-NNX15AM73A"],"award-info":[{"award-number":["NM-NNX15AM73A"]}],"id":[{"id":"10.13039\/100000104","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Argonne Leadership Computing Facility which is a DOE Office of Science","award":["DE-AC02-06CH11357"],"award-info":[{"award-number":["DE-AC02-06CH11357"]}]},{"name":"Element Aero. M. Mart\u00ednez-Ram\u00f3n funded by the King Felipe VI Endowed Chair"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/access.2022.3170438","type":"journal-article","created":{"date-parts":[[2022,4,25]],"date-time":"2022-04-25T20:48:19Z","timestamp":1650919699000},"page":"45643-45662","source":"Crossref","is-referenced-by-count":10,"title":["Designing Monte Carlo Simulation and an Optimal Machine Learning to Optimize and Model Space Missions"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6989-4442","authenticated-orcid":false,"given":"Reza","family":"Pirayeshshirazinezhad","sequence":"first","affiliation":[{"name":"Department of Mechanical Engineering, The University of New Mexico, Albuquerque, NM, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sandra G.","family":"Biedron","sequence":"additional","affiliation":[{"name":"Department of Mechanical Engineering, The University of New Mexico, Albuquerque, NM, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7042-1060","authenticated-orcid":false,"given":"Jorge Alberto Diaz","family":"Cruz","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, The University of New Mexico, Albuquerque, NM, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7993-6121","authenticated-orcid":false,"given":"Salvador Sosa","family":"Guitron","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, The University of New Mexico, Albuquerque, NM, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6912-9951","authenticated-orcid":false,"given":"Manel","family":"Martinez-Ramon","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, The University of New Mexico, Albuquerque, NM, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4939-0802-8"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2794879"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.2514\/1.28216"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-11536-4_11"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MetroAeroSpace.2019.8869551"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.2514\/6.2012-4706"},{"issue":"2012","key":"ref7","first-page":"441","article-title":"The prisma formation flying demonstrator: Overview and conclusions from the nominal mission","volume":"144","author":"Bodin","year":"2012","journal-title":"Adv. Astron. Sci."},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s10686-006-9060-3"},{"key":"ref9","article-title":"VTXO\u2013virtual telescope for X-ray observations","author":"Rankin","year":"2018","journal-title":"arXiv:1807.05249"},{"key":"ref10","article-title":"Formation flying techniques for the virtual telescope for X-ray observations","author":"Rankin","year":"2020","journal-title":"arXiv:2007.09287"},{"key":"ref11","article-title":"Trajectory optimization for the virtual telescope for X-ray observations","author":"Rankin","year":"2020","journal-title":"UMBC Center for Space Sciences and Technology"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1117\/12.2562714"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.2514\/1.A34420"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/IROS.2005.1545539"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.2514\/6.2018-0866"},{"key":"ref16","article-title":"Attitude control optimization of a virtual telescope for X-ray observations","volume-title":"Proc. Small Satell. Conf.","author":"Pirayesh"},{"key":"ref17","article-title":"Deep learning and Gaussian process approach for optimal attitude control of a two-cubesat virtual telescope","volume-title":"Proc. Small Satell. Conf.","author":"Pirayesh"},{"key":"ref18","article-title":"Hybrid attitude control of a two-cubesat virtual telescope in a highly elliptical orbit","author":"Pirayesh","year":"2017","journal-title":"Small Satell. Conf."},{"key":"ref19","first-page":"17","article-title":"Line of sight stabilization for the James webb space telescope","volume":"121","author":"Meza","year":"2005","journal-title":"Adv. Astron. Sci."},{"key":"ref20","article-title":"High-precision pointing and attitude estimation and control algorithms for hardware-constrained spacecraft","author":"Pong","year":"2014"},{"key":"ref21","article-title":"NEWS! From the naval observatory for immediate release USNO\u2019s NISTEx-II instrument successfully launched on May 4, 2019","author":"Chester","year":"2019"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.2514\/6.2018-2633"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.2514\/1.G002391"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.2514\/1.26230"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.2514\/1.6471"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.2514\/1.9980"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1201\/9781003062714"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CarpathianCC.2015.7145074"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.15406\/iratj.2017.03.00053"},{"key":"ref30","article-title":"Navigation filter best practices","author":"Carpenter","year":"2018"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1177\/1687814017696413"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/0005-1098(93)90187-X"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CGNCC.2014.7007267"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.2514\/1.G004578"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1111\/sapm.12211"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.2514\/1.58558"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2010.01.006"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3762\/bjoc.13.18"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1039\/C6RE00059B"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s42401-019-00037-7"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2013.6760650"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/PCT.2007.4538358"},{"key":"ref43","article-title":"Single-objective vs. multiobjective optimisation for integrated decision support","volume-title":"Proc. 1st Int. Congr. Environ. Modeling Softw.","author":"Savic"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1080\/0305215X.2014.881997"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.cej.2018.07.031"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.2514\/1.G002357"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.2514\/1.G004226"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2017.2705318"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1063\/1.4981567"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.2514\/1.43189"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.microrel.2017.06.045"},{"key":"ref52","first-page":"4329","article-title":"Hierarchical intelligent real-time optimal control for LLRF using time series machine learning methods and transfer learning","volume-title":"Proc. 12th Int. Part. Accel. Conf. (IPAC)","author":"Pirayesh"},{"key":"ref53","article-title":"Machine learning based LLRF control system for superconducting cavities","volume":"65","author":"Cruz","year":"2020","journal-title":"Bull. Amer. Phys. Soc."},{"key":"ref54","first-page":"488","article-title":"Achieving optimal control of LLRF control system with artificial intelligence","volume-title":"Proc. 17th Int. Conf. Accel. Large Experim. Phys. Control Syst. (ICALEPCS)","author":"Pirayesh"},{"key":"ref55","article-title":"Studies in applying machine learning to LLRF and resonance control in superconducting RF cavities","author":"Cruz","year":"2019","journal-title":"arXiv:1910.07648"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TNS.2016.2543203"},{"key":"ref57","article-title":"Initial experimental results of a machine learning-based temperature control system for an RF gun","author":"Edelen","year":"2015","journal-title":"arXiv:1511.01883"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3155668"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9054609"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/3377454"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1007\/s11081-020-09517-8"},{"issue":"3","key":"ref62","first-page":"32","article-title":"Distributed frequent itemset mining with bitwise method and using the gossip-based protocol","volume":"7","author":"Rafieipour","year":"2020","journal-title":"J. Soft Comput. Decis. Support Syst."},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/HiPC.2018.00014"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1145\/3450975"},{"issue":"1","key":"ref65","first-page":"6765","article-title":"Hyperband: A novel bandit-based approach to hyperparameter optimization","volume":"18","author":"Li","year":"2017","journal-title":"J. Mach. Learn. Res."},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/ICICEE.2012.520"},{"issue":"1","key":"ref67","first-page":"1103","article-title":"Fast cross-validation via sequential testing","volume":"16","author":"Krueger","year":"2015","journal-title":"J. Mach. Learn. Res."},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2003.1177150"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2019-2792"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10080895"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.2514\/6.2022-1472"},{"key":"ref72","volume-title":"Why Use an FPGA Instead of a CPU or GPU? |by Atze van der Ploeg |Netherlands eScience Center"},{"key":"ref73","article-title":"The use of field programmable gate arrays (FPGA) in small satellite communication systems","volume-title":"Proc. 7th Int. Conf. Adv. Satell. Space Commun. (SPACOMM)","author":"Varnavas"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.3390\/aerospace7110159"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.actaastro.2021.10.025"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1007\/s11071-011-0130-3"},{"key":"ref77","article-title":"Development of a solar array drive assembly for CubeSat","volume-title":"Proc. 40th Aerosp. Mech. Symp.","author":"Passaretti"},{"key":"ref78","volume-title":"Angles-Only Navigation for Autonomous Orbital Rendezvous","author":"Woffinden","year":"2008"},{"key":"ref79","volume-title":"Kalman Filtering Techniques. Mission Planning and Analysis Division","author":"Lear","year":"1985"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.2514\/3.19988"},{"key":"ref81","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv:1412.6980"},{"key":"ref82","first-page":"1","article-title":"Incorporating Nesterov momentum into Adam","volume-title":"Proc. ICLR 2016 workshop","author":"Dozat"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511809682"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9668973\/09762951.pdf?arnumber=9762951","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T21:04:28Z","timestamp":1705957468000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9762951\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":83,"URL":"https:\/\/doi.org\/10.1109\/access.2022.3170438","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}