University of Massachusetts - Shrewsbury, MA

posted 13 days ago

Part-time,Full-time - Entry Level
Remote - Shrewsbury, MA
Educational Services

About the position

The University of Massachusetts Lowell is seeking a Postdoctoral Research Associate in Chemical Engineering to conduct computational research focused on developing machine learning algorithms for enhancing multi-scale and multi-physics simulations in catalysis and material science. The role involves creating algorithms for various catalysis processes and non-toxic material discovery, while also mentoring students and assisting in scholarly writing.

Responsibilities

  • Conduct computational research on machine learning algorithm development for catalysis and material science.
  • Develop machine learning-based algorithms for plasma catalysis, electrocatalysis, and field-enhanced catalysis.
  • Quantify local field strengths and predict energetics influenced by fields.
  • Optimize catalysis and material synthesis processes.
  • Assist in writing scholarly articles and proposals.
  • Mentor students involved in research projects.

Requirements

  • PhD in Chemical Engineering or a related field.
  • Experience in computational research and machine learning techniques.
  • Familiarity with graph neural networks, Gaussian processes, and graph convolutional networks.
  • Strong analytical and problem-solving skills.
  • Ability to work collaboratively in a research team.

Nice-to-haves

  • Experience with plasma catalysis and electrocatalysis.
  • Knowledge of active learning techniques in machine learning.
  • Previous mentoring or teaching experience.

Benefits

  • Competitive salary based on experience.
  • Opportunities for professional development and research collaboration.
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