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Research Scientist

2 months ago

Lowell, Massachusetts, United States UMass Lowell Full time
Postdoctoral Research Associate

We are seeking a highly motivated and experienced Postdoctoral Research Associate to join our team at UMass Lowell. The successful candidate will be responsible for conducting computational research on machine learning algorithm development for boosting multi-scale and multi-physics simulations of catalysis and material science.

Key Responsibilities:
  • Develop machine learning-based algorithms for plasma catalysis, electrocatalysis, field-enhanced catalysis, and non-toxic material discovery using methods such as graph neural networks, Gaussian processes, and graph convolutional networks.
  • Quantify local field strengths and predict energetics influenced by fields.
  • Optimize catalysis and material synthesis processes.
  • Collaborate with the immediate supervisor in writing scholarly articles and proposals and mentoring students.
Requirements:
  • PhD in Nuclear Engineering, Chemical Engineering, Materials Science, Computer Science, Chemistry, Physics, or related field.
  • Strong background in molecular dynamics simulation, electronic structure methods (DFT), microkinetic modeling, machine learning, and high-throughput computing.
  • Ability to work independently and within a team environment.
  • Experience in heterogeneous catalysis using multi-scale simulation, group activity, and machine learning.
What We Offer:
  • Competitive salary based on experience.
  • Opportunity to work with a talented team of researchers.
  • Chance to contribute to cutting-edge research in machine learning and materials science.