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Yilong Zhou

Senior Computational Materials Scientist specializing in ML-driven molecular simulations

Lawrence Berkeley National LaboratoryDuke UniversityBerkeley, CA12 Years ExperienceSenior LevelWorks On-Site

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Experience

Postdoctoral Scholar, Materials Science DivisionLawrence Berkeley National Laboratory · Jan 2025 – Present
Postdoctoral Researcher, Materials Science DivisionLawrence Livermore National Laboratory · Jun 2022 – Nov 2024
Graduate Research AssistantDuke University · Aug 2017 – May 2022
Teaching AssistantDuke University · Jan 2019 – Jan 2020part-time
Graduate Research AssistantClemson University · Sep 2013 – Dec 2016
Research MentorClemson University · Jan 2014 – Jan 2016part-time

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Education

Duke Universitydoctorate, Mechanical Engineering & Materials Science (2022)
Clemson Universitymaster, Mechanical Engineering (2016)
Huazhong University of Science and Technologybachelor, Ocean Engineering (2013)

Awards

  • National Science Foundation (NSF) XSEDE Grants (2018–2022)
  • Material Research Society (MRS) Best Poster Award Nominee (2024)
  • Materials Research Science & Engineering Centers (MRSEC) Director’s Publication Award (2022)

Skills

C++Cross-Functional CollaborationData VisualizationGitHubMachine LearningMATLABMentoringProject ManagementAb Initio Molecular DynamicsBehavior ModelingCADCOMSOL MultiphysicsConvex OptimizationData-Driven SimulationDensity Functional Theory (DFT)

Languages

English

Publications

17 publications

Molecular dynamics simulationMachine learning interatomic potentialsPolymer nanocompositesNanoparticle self-assemblyDensity functional theoryLi-ion transport and phase transformationsSoft robotics actuatorsMicrofluidics and lab-on-a-chip

Memberships

  • Materials Research Society (MRS)
  • American Physical Society (APS)

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Yilong ZhouSenior Computational Materials Scientist specializing in ML-driven molecular simulations