Numerical Data Compression Postdoctoral Researcher

Job description

Company Description Lawrence Livermore National Laboratory (LLNL) has turned bold ideas into world-changing impact advancing science and technology to strengthen U.S. security and promote global stability. Our mission spans four critical national security areas nuclear deterrence, threat preparedness, energy security, and multi-domain defense empowering teams to take on the toughest challenges of today and tomorrow. With a culture built on innovation and operational excellence, LLNL is a place where your expertise can make a real impact. Job Description: We have an opening for a Postdoctoral Research Staff Member to contribute to fundamental R&D in numerical data compression in support of projects related to AI-based surrogate modeling, scientific computing, and physical and life sciences that generate vast quantities of experimental and observational data. This R&D will primarily focus on basic research to advance state of the art in lossy numerical data compression based on tensor decomposition methods for three- and higher-dimensional data. Specific goals include the advancement of (1) new coding schemes, number representations, and compact parameterizations of tensorial data; (...