{"project":{"acronym":"","projectId":13719,"title":"Machine Learning Algorithms for Physics-Based Simulations","primaryTaxonomyNodes":[{"taxonomyNodeId":10848,"taxonomyRootId":8816,"parentNodeId":10844,"level":3,"code":"TX11.6.4","title":"Quantum Computer","definition":"Quantum computers utilize quantum effects such as superposition and entanglement to enable the solution of certain computational problems, such as optimization or pattern recognition, where an exhaustive search of all possibilities or computations by a conventional computer would be infeasible.","exampleTechnologies":"7-qubit quantum computer","hasChildren":false,"hasInteriorContent":true}],"startTrl":2,"currentTrl":3,"endTrl":2,"description":"
We are reaching the physical limits of silicon-based computer technology. Realization of Langley’s goals for quantum computing and Digital Twin would require advanced computer hardware and software architectures. Quantum and molecular computing architectures combined with advanced machine learning algorithms are being matured, and these new architectures and algorithms will enable an extraordinary computing power. The primary goal of this proposal is to explore the use of machine learning algorithms to solve Langley’s future computing needs for an integrated, multiphysics, and multiscale simulation.
","startYear":2013,"startMonth":11,"endYear":2014,"endMonth":11,"statusDescription":"Completed","principalInvestigators":[{"contactId":202294,"canUserEdit":false,"firstName":"Jamshid","lastName":"Samareh","fullName":"Jamshid A Samareh","fullNameInverted":"Samareh, Jamshid A","middleInitial":"A","primaryEmail":"jamshid.a.samareh@nasa.gov","publicEmail":true,"nacontact":false}],"programManagers":[{"contactId":506560,"canUserEdit":false,"firstName":"Julie","lastName":"Williams-Byrd","fullName":"Julie A Williams-byrd","fullNameInverted":"Williams-Byrd, Julie A","middleInitial":"A","primaryEmail":"julie.a.williams-byrd@nasa.gov","publicEmail":true,"nacontact":false}],"projectManagers":[{"contactId":202294,"canUserEdit":false,"firstName":"Jamshid","lastName":"Samareh","fullName":"Jamshid A Samareh","fullNameInverted":"Samareh, Jamshid A","middleInitial":"A","primaryEmail":"jamshid.a.samareh@nasa.gov","publicEmail":true,"nacontact":false}],"website":"","libraryItems":[],"transitions":[],"responsibleMd":{"acronym":"MSD","canUserEdit":false,"city":"","external":false,"linkCount":0,"organizationId":4910,"organizationName":"Mission Support Directorate","organizationType":"NASA_Mission_Directorate","naorganization":false,"organizationTypePretty":"NASA Mission Directorate"},"program":{"acronym":"LaRC IRAD","active":true,"description":"Through the Independent Research and Developments (IRAD) activity, NASA Langley Research Center allocates funds to invest in early stage, high-payoff technologies and systems that are aligned with the NASA and Langley strategic plans and have high potential for future applications. The investment in these early stage technologies is intended to mature them to the point that, if successful, they can substantially influence future Mission Directorate programs and projects, and receive follow-on support from NASA programs, external partners, or through commercialization.
Since 2015, Langley Research Center has combined both the Center Innovation Fund (CIF) and IRAD when awarding time and resource funding to the selected projects. Some projects will align only with either CIF or IRAD support, but many are supported by a combination of both programs to leverage the most from limited resources.
Refer to 'LaRC Center Innovation Fund (CIF) and Independent Research & Developments (IRAD) Program' under TechPort for more information on the combined Langley CIF and IRAD program.
","parentProgram":{"acronym":"IRAD","active":true,"programId":87,"responsibleMd":{"acronym":"MSD","canUserEdit":false,"city":"","external":false,"linkCount":0,"organizationId":4910,"organizationName":"Mission Support Directorate","organizationType":"NASA_Mission_Directorate","naorganization":false,"organizationTypePretty":"NASA Mission Directorate"},"responsibleMdId":4910,"title":"Center Independent Research & Development"},"parentProgramId":87,"programId":157,"responsibleMd":{"acronym":"MSD","canUserEdit":false,"city":"","external":false,"linkCount":0,"organizationId":4910,"organizationName":"Mission Support Directorate","organizationType":"NASA_Mission_Directorate","naorganization":false,"organizationTypePretty":"NASA Mission Directorate"},"responsibleMdId":4910,"title":"Center Independent Research & Development: LaRC IRAD"},"leadOrganization":{"acronym":"LaRC","canUserEdit":false,"city":"Hampton","country":{"abbreviation":"US","countryId":236,"name":"United States"},"countryId":236,"external":false,"linkCount":0,"organizationId":4852,"organizationName":"Langley Research Center","organizationType":"NASA_Center","stateTerritory":{"abbreviation":"VA","country":{"abbreviation":"US","countryId":236,"name":"United States"},"countryId":236,"name":"Virginia","stateTerritoryId":7},"stateTerritoryId":7,"naorganization":false,"organizationTypePretty":"NASA Center"},"lastUpdated":"2018-10-10","releaseStatusString":"Released","viewCount":958,"endDateString":"Nov 2014","startDateString":"Nov 2013"}}