<html><head></head><body style="word-wrap: break-word; -webkit-nbsp-mode: space; -webkit-line-break: after-white-space; ">Please post this job on your website:<div><br></div><div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; "><b>Computational / Geological Postdoctoral Fellow - 76060</b></div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; "><b>Organization: ES-Earth Sciences</b></div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; min-height: 12px; "><br></div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; ">This postdoctoral fellow position is for a recent PhD graduate who is interested in developing reduced order models for earth system models. The successful candidate will work on a project titled “Multiscale reduced order models for integrated earth system models” funded by the Department of Energy. He/She will combine multiple reduced order modeling techniques from different disciplines and apply these techniques to subsurface flow models and, subsequently, to other submodels within the Community Land Model (CLM) and Community Earth System Model (CESM). He/She will also develop methods to accurately quantify the modeling errors and uncertainties of these reduced order models, and study their impacts on uncertainty quantification. </div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; min-height: 12px; "><br></div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; ">The ideal candidate must have excellent knowledge in one or more of the following areas: statistical techniques, model order reduction techniques, Gaussian process regression and numerical land-surface models. He/She should be familiar with Fortran or C++, and have demonstrated ability to develop complex scientific codes. He/She must be able to work independently with minimal supervision, and proactively propose and test new ideas that are relevant to the project. Good oral and written communication skills are expected. </div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; min-height: 12px; "><br></div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; "><b>Responsibilities:</b></div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; ">•<span style="font: 10.0px 'Lucida Grande'"> </span>Develop new reduced order models for subsurface and land-surface models.</div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; ">•<span style="font: 10.0px 'Lucida Grande'"> </span>Quantify errors and uncertainties in the reduced order models.</div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; ">•<span style="font: 10.0px 'Lucida Grande'"> </span>Develop a hierarchy of reduced order models and study the propagation of modeling errors and uncertainties. </div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; ">•<span style="font: 10.0px 'Lucida Grande'"> </span>Work with climate scientists to incorporate the models into CLM and CESM.</div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; ">•<span style="font: 10.0px 'Lucida Grande'"> </span>Author technical reports and peer-reviewed journal articles.</div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; min-height: 12px; "><br></div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; "><b>Qualifications:</b></div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; ">•<span style="font: 10.0px 'Lucida Grande'"> </span>Doctoral degree in applied mathematics, earth sciences, engineering or other relevant disciplines.</div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; ">•<span style="font: 10.0px 'Lucida Grande'"> </span>Strong mathematical foundation in model order reduction techniques and statistical modeling techniques such as Gaussian process regression.</div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; ">•<span style="font: 10.0px 'Lucida Grande'"> </span>Ability to work with domain scientists to identify modeling requirements and express these requirements mathematically.</div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; ">•<span style="font: 10.0px 'Lucida Grande'"> </span>Programming experience in Fortran or C++. </div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; ">•<span style="font: 10.0px 'Lucida Grande'"> </span>Familiar with subsurface modeling, CLM, and CESM.</div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; ">•<span style="font: 10.0px 'Lucida Grande'"> </span>Has prior experience in the development of large-scale subsurface flow simulators similar to pFLOTRAN, Amanzi or TOUGH. </div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; ">•<span style="font: 10.0px 'Lucida Grande'"> </span>Motivated to work independently and contribute proactively to the project.</div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; ">•<span style="font: 10.0px 'Lucida Grande'"> </span>Capable of giving clear oral and written presentation of results.</div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; min-height: 12px; "><br></div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; ">NOTES: This is a 1-year term appointment with the possibility of renewal for up to 5 years based upon satisfactory job performance, continuing availability of funds, and ongoing operational needs. This position requires completion of a background check. Salary for post-doctoral positions depends on years of experience post-degree. </div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; min-height: 12px; "><br></div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; "><b>How To Apply</b></div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; ">Apply directly online at <a href="http://bit.ly/lbl76060NCAR">http://bit.ly/lbl76060NCAR</a> and follow the on-line instructions to complete the application process. </div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; min-height: 12px; "><br></div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; ">Equal Employment Opportunity: Berkeley Lab is an affirmative action/equal opportunity employer committed to the development of a diverse workforce.</div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; "><br></div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; "><br></div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; "><br></div><div style="margin-top: 0px; margin-right: 0px; margin-bottom: 0px; margin-left: 0px; font: normal normal normal 10px/normal Optima; "><br></div><div>
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