What are the responsibilities and job description for the Internship - Interacting Particle Systems for Inverse Problems position at Mitsubishi Electric Research Laboratories?
The Computational Sensing Team at MERL is seeking an intern to work with MERL researchers on algorithms based on interacting particle systems for solving inverse problems. The focus of the project is particle-efficiency and applicability to non-log-concave posterior distributions (which may result from nonlinear forward operators). The project includes algorithm design, (finite-particle) convergence analysis, and/or empirical evaluation for challenging inverse problems such as full waveform inversion. The ideal candidate would be a PhD student with a solid background in applied probability or Bayesian sampling. Programming skills in Python or MATLAB are required. The duration is anticipated to be at least 3 months with a flexible start date.
The pay range for this internship position will be 6-8K per month.
Mitsubishi Electric Research Labs, Inc. "MERL" provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability or genetics. In addition to federal law requirements, MERL complies with applicable state and local laws governing nondiscrimination in employment in every location in which the company has facilities. This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training.
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Working at MERL requires full authorization to work in the U.S and access to technology, software and other information that is subject to governmental access control restrictions, due to export controls. Employment is conditioned on continued full authorization to work in the U.S and the availability of government authorization for the release of these items, which might include without limitation, obtaining an export license or other documentation. MERL may delay commencement of employment, rescind an offer of employment, terminate employment, and/or modify job responsibilities, compensation, benefits, and/or access to MERL facilities and information systems, as MERL deems appropriate, to ensure practical compliance with applicable employment law and government access control restrictions.
In addition to base pay, interns receive a relocation stipend, covered travel to and from MERL, and a monthly Charlie Card for local commuting. Interns are invited to participate in weekly social gatherings and professional development opportunities, including research talks by both internal and external speakers. Interns who meet the 90-day waiting period are also eligible for health insurance coverage. MERL provides immigration support for qualified candidates as needed. Employment is considered at-will, and the Company reserves the right to modify base salary or any other compensation program at any time, including for reasons related to individual performance, departmental or Company performance, and market conditions.