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Math @ Duke



Amanda Randles, Alfred Winborne and Victoria Stover Mordecai Assistant Professor of Biomedical Sciences and Mathematics and Assistant Professor of Computer Science and Member of Duke Cancer Institute

Amanda Randles

My research in biomedical simulation and high-performance computing focuses on the development of new computational tools that we use to provide insight into the localization and development of human diseases ranging from atherosclerosis to cancer. 

Contact Info:
Office Location:  303 Gross Hall, 140 Science Dr., Durham, NC 27708
Office Phone:  (919) 660-5425
Email Address: send me a message

Teaching (Spring 2022):

  • BME 590L.003, SPECIAL TOPICS WITH LAB Synopsis
    Gross Hall 304B, TuTh 12:00 PM-01:15 PM
    Gross Hall 304B, Th 05:15 PM-07:15 PM

Ph.D. Harvard University2013

Aortic Coarctation • Atherosclerosis • Biomechanical Phenomena • Biomechanics • Biophysics • Cancer • Cancer cells • Cardiovascular Diseases • Computational Biology • Computational fluid dynamics • Computer Simulation • Fluid mechanics • Hemodynamics • High performance computing • Lattice Boltzmann methods • Metastasis • Multiscale modeling • Parallel algorithms • Parallel computers

Recent Publications   (More Publications)

  1. Gounley, J; Vardhan, M; Draeger, EW; Valero-Lara, P; Moore, SV; Randles, A, Propagation Pattern for Moment Representation of the Lattice Boltzmann Method, Ieee Transactions on Parallel and Distributed Systems, vol. 33 no. 3 (March, 2022), pp. 642-653 [doi]  [abs]
  2. Bazarin, RLM; Philippi, PC; Randles, A; Hegele, LA, Moments-based method for boundary conditions in the lattice Boltzmann framework: A comparative analysis for the lid driven cavity flow, Computers & Fluids, vol. 230 (November, 2021) [doi]  [abs]
  3. Herschlag, G; Lee, S; Vetter, JS; Randles, A, Analysis of GPU Data Access Patterns on Complex Geometries for the D3Q19 Lattice Boltzmann Algorithm, Ieee Transactions on Parallel and Distributed Systems, vol. 32 no. 10 (October, 2021), pp. 2400-2414 [doi]  [abs]
  4. Puleri, DF; Balogh, P; Randles, A, Computational models of cancer cell transport through the microcirculation., Biomechanics and Modeling in Mechanobiology, vol. 20 no. 4 (August, 2021), pp. 1209-1230 [doi]  [abs]
  5. Balogh, P; Gounley, J; Roychowdhury, S; Randles, A, A data-driven approach to modeling cancer cell mechanics during microcirculatory transport., Scientific Reports, vol. 11 no. 1 (July, 2021), pp. 15232 [doi]  [abs]
Recent Grant Support

  • CAREER: Scalable Approaches for Multiphysics Fluid Simulation, National Science Foundation, 2020/04-2025/03.      
  • Technology for efficient simulation of cancer cell transport, National Institutes of Health, 2020/08-2023/07.      
  • University Training Program in Biomolecular and Tissue Engineering, National Institutes of Health, 1994/07-2022/06.      
  • Novel anatomy-physiology guided diagnostic metric for complex coronary lesions, American Heart Association, 2020/01-2021/12.      
  • 3D Bioprinted Aneurysm for Intervention Modeling Validation, Lawrence Livermore National Laboratory, 2019/01-2020/12.      
  • Toward coupled multiphysics models of hemodynamics on leadership systems, National Institutes of Health, 7DP5-OD019876-02, 2014/09-2020/08.      
  • Training in Medical Imaging, National Institutes of Health, 2003/07-2020/06.      
  • Student Support: IEEE Cluster 2018 Conference, National Science Foundation, OAC-1814225, 2018/05-2020/02.      
  • Interactive virtual reality cardiovascular visualizations: User study for clinicians - Harvey Shi award, Sigma Xi, 2018/06-2019/05.      
  • ORNL Joint Faculty Appointment for Amanda Randles, UT-Battelle, LLC, 4000152260, 2017/02-2019/01. 
ph: 919.660.2800
fax: 919.660.2821

Mathematics Department
Duke University, Box 90320
Durham, NC 27708-0320