Postdoctoral Research Associate - Mechanical and Industrial Engineering (Job ID #119738)

Updated: over 1 year ago
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1 Statistical Mechanics, Thermodynamics (Free energy calculations)-Numerical methods and optimization (e.g. machine learning including deep neural networks, reinforcement learning, data mining, genetic algorithms, clustering techniques etc.). Data analysis and/or scientific visualization (e.g. feature detection and tracking of high-level structures, classification, statistical summaries, comparisons between models andexperiments) 70% 

2 Publishes results in refereed journals and makes oral presentations at meetings conferences, symposia, and seminars. 10% 

3 Maintains cognizance of available techniques and expertise in related research groups through interactions and collaborative efforts. 10% 

4 Reports on experiment/simulation progress, technique development, and new initiatives to peer reviewers and to program managers. 10%

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