Deep Learning Application Research
Deep Learning Application Research
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Job Description
Responsibilities
This is a parttime remote position supporting Peratons NSWC Carderock customer. Periodic travel to NSWC Carderock in West Bethesda MD will be required.
Peraton is hiring a parttime mathematician who will do the following:
- Develop a new generation of scalable solvers for differential equationsby applying Deep Learning (DL) to the associated Stochastic Differential Equations (SDE).
- This effort follows recent work demonstrating that a hybrid DL/SDE approach may lead to an efficient and scalable numerical model for the Poisson equation.
- The successful applicant will explore the potential expansion of this new approach to create new solvers for Navy applications that require less computational resources compared to classical finite element and finite difference methods.
Qualifications
Education and Experience:
Minimum of 7 years with Ph.D.
- Demonstrated knowledge (preferably published) of recent advances in Deep Learning techniques along with the mathematical theory of Stochastic Differential Equations.
- Coding experience using modern Deep Learning libraries.
- Ability to obtain an Interim DoD SECRET Clearance.
- US Citizenship.
- Periodic travel to NSWC Carderock in West Bethesda MD
Desired:
- Active DoD Secret Clearance
Peraton Overview
Peraton is a nextgeneration national security company that drives missions of consequence spanning the globe and extending to the farthest reaches of the galaxy. As the worlds leading mission capability integrator and transformative enterprise IT provider we deliver trusted highly differentiated solutions and technologies to protect our nation and allies. Peraton operates at the critical nexus between traditional and nontraditional threats across all domains: land sea space air and cyberspace. The company serves as a valued partner to essential government agencies and supports every branch of the U.S. armed forces. Each day our employees do the cant be done by solving the most daunting challenges facing our customers. Visit peraton to learn how were keeping people around the world safe and secure.
Target Salary Range
EEO
Employment Type
Part-Time
