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University of Michigan

RESEARCH FELLOW - NSF - Granular Materials Using Graph Theory

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What they do

A Materials Research Engineer researches materials and works to discover materials that may be used in new and emerging technologies and support innovation. Identifies new or different combinations of materials to improve product performance and durability.

$89,568 / year median in the U.S.

+5% projected growth

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Job Description

RESEARCH FELLOW
  • NSF•Granular Materials Using Graph Theory University of Michigan•4.
3 Ann Arbor, MI Job Details Full-time 22 hours ago Qualifications Publishing papers in peer-reviewed journals Collaborative research Doctor of Philosophy Manuscripts for peer-reviewed journals Full Job Description How to Apply Applications should be sent to and with the subject line: Postdoctoral Application
  • Granular materials using graph theory .
Interested applicants should submit:
Cover letter describing research interests and relevant experience (or information embedded in email). Curriculum vitae. Contact information for three references. Who We Are At Michigan Engineering, we develop the talent and technologies that move society forward and serve our state and national interests. Through discovery and innovation, we create the foundational knowledge and practical technologies to solve not only today's most pressing challenges, but also power industries and change lives. Our programs and community are designed to promote personal well-being and achievement
  • enabling everyone to unlock their potential and contribute with confidence.
Job Summary The Department of Mechanical Engineering at the University of Michigan invites applications for a Postdoctoral Research Fellow position as part of an NSF-funded project focused on understanding the relationships among particle geometry, packing structure, force transmission, and mechanical properties in dense assemblies of faceted, nonspherical granular particles. This multi-PI project integrates graph/network theory, granular mechanics, 3D X-ray diffraction and imaging, and discrete element method simulations. The successful candidate will join a collaborative experimental-computational team led by Prof. Hongyi Xiao and Prof. Ashley Bucsek at the University of Michigan and with opportunities at national synchrotron facilities. One of the hallmarks of granular materials is the complexity of their particle shapes. Real-world granular materials often consist of particles with flat surfaces, edges, and corners, including minerals formed through crystallization, ceramics produced by comminution, and building blocks used in durable ancient architecture. This project will use graph theory to represent and analyze the contact networks of faceted, nonspherical particles. Graph-based descriptors will be constructed from X-ray-based 3D in-situ characterization methods, including High-Energy Diffraction Microscopy and Micro-Computed Tomography, and supported by Discrete Element Method simulations. The postdoctoral fellow will contribute to one or more aspects of the project, including graph/network construction and analysis, 3D in-situ X-ray diffraction and imaging experiments, and discrete element method simulations. Applicants with strong expertise in any one of these areas and an interest in interdisciplinary collaboration are encouraged to apply. Responsibilities
  • The successful candidate will: Work closely with an integrated experimental, computational, and data-analysis team at the University of Michigan.
Develop and apply graph/network-based representations of faceted granular assemblies. Contribute to experimental design, data analysis, and/or computational modeling, depending on expertise. Prepare manuscripts for peer-reviewed publication and present results at national and international conferences. Contribute to project reporting and participate in regular team meetings. Engage in a highly collaborative, multidisciplinary research environment spanning solid mechanics, materials science, X-ray characterization, condensed matter physics, granular mechanics, and network theory. Required Qualifications
  • Applicants should have: A Ph.
D. in physics, mechanical engineering, materials science and engineering, chemical engineering, computational science, or a closely related field. A strong background in one or more of the following areas: graph/network analysis, solid mechanics, materials science, soft condensed matter physics, or computational modeling. Experience with data analysis or computational tools using MATLAB, Python, or similar platforms. Demonstrated ability to conduct independent research and publish in peer-reviewed journals. Strong communication skills and interest in collaborative, team-based research. Desired Qualifications
  • Preferred candidates will have experience in one or more of the following areas: Graph-based network analysis for complex particle systems.
3D X-ray diffraction, high-energy diffraction microscopy, micro-computed tomography, and the associated analysis methods. Discrete element method and/or finite element method simulations. Physics of granular materials related to jamming, packing and deformation. Modes of Work Positions that are eligible for hybrid or mobile/remote work mode are at the discretion of the hiring department. Work agreements are reviewed annually at a minimum and are subject to change at any time, and for any reason, throughout the course of employment. Learn more about the work modes.
Additional Information Position Details:
Location:
Ann Arbor, Michigan, U.S.
Department:
Mechanical Engineering, University of Michigan Start date: Preferred start date September
  • December 2026 Appointment length: Initial one-year appointment, renewable based on performance for an additional one to two years.
Funding:
U.S.
National Science Foundation Supervisors:
Prof. Hongyi Xiao (Department of Mechanical Engineering) and Prof. Ashley Bucsek (Department of Mechanical Engineering, Department of Materials Science and Engineering) Background Screening The University of Michigan conducts background checks on all job candidates upon acceptance of a contingent offer and may use a third-party administrator to conduct background checks. Background checks are performed in compliance with the Fair Credit Reporting Act. Application Deadline Job openings are posted for a minimum of seven calendar days. The review and selection process may begin as early as the eighth day after posting. This opening may be removed from posting boards and filled at any time after the minimum posting period has ended. U-M EEO Statement The University of Michigan is an Equal Opportunity Employer. We are committed to providing an environment of mutual respect where equal employment opportunities are available to all applicants, including protected veterans and individuals with disabilities. Job Opening
ID 281393
Working Title
RESEARCH FELLOW
  • NSF•Granular Materials Using Graph Theory Job Title
RESEARCH FELLOW
Work Location Ann Arbor Campus Ann Arbor, MI Modes of Work Onsite Full/Part Time Full-Time Regular/Temporary Regular FLSA Status Exempt Organizational Group College Engineering Department CoE Mechanical Engineering Posting Begin/End Date 8/07/2026
  • 8/21/2026 Career Interest Research Fellows