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Research Scientist - Physiology and Computational Fluid Dynamics

Company: Heartflow
Location: Redwood City
Posted on: February 22, 2021

Job Description:

Research Scientist - Physiology and Computational Fluid Dynamics This position is for a scientist working in HeartFlow's CFD Research team whose primary responsibility will be to research, design, develop, test and deploy cutting-edge computational algorithms for modeling blood flow and related technologies. The scientist will tackle exciting problems that can include topics such as reduced order modeling, patient-specific physiological modeling, perfusion simulation, advection-diffusion modeling, sensitivity analysis and uncertainty quantification. The scientist will have access to the vast amount of HeartFlow's non-invasive and invasive data for data driven approaches to HeartFlow's physiology and fluid dynamics challenges. Job Responsibilities:

  • Implement highly accurate reduced order modeling algorithms for efficient fluid simulation.
  • Develop and implement methods to enable uncertainty quantification in coronary flow analyses.--
  • Assist with the implementation of new computational methods including plaque traction force analysis, advection-diffusion equations for contrast simulation and improved outflow boundary conditions.
  • Support clinical studies with CFD and physiology expertise.
  • Assist with the development of feedback control algorithms and tuning capabilities to more accurately model pulsatile flow during adenosine-induced hyperemia and exercise.
  • Assist with the development of new modeling capabilities for carotid artery disease, renal artery disease, peripheral artery disease.
  • Assist with the development of FSI methods for assessing vulnerability of coronary and carotid plaques for rupture. You have experience in the following:
    • Reduced Order Modeling
    • Coronary Physiology
    • Uncertainty modeling
    • Statistics and Machine Learning
    • Python (advanced programming)
    • C++ (knowledgeable) You are passionate about:
      • Solving critical medical problems with state-of-the-art technology
      • Revolutionizing the way cardiovascular disease is diagnosed and treated
      • Being a great engineer: 1) Familiarity with modern software development tools (bug tracking systems, source code revision control, automated testing) 2) Writing clean, modular, bug-free code 3)Algorithm development and computational complexity You want to learn about:
        • Working in a regulated medical software company
        • Cardiovascular disease
        • Advanced Machine Learning, Deep Learning and Computer Vision
        • High-performance and scalable computing
        • Cloud computing Educational Requirements & Work Experience:
          • PhD in Engineering, Computer Science, Math or related field with a focus on Computational Fluid Dynamics is a must
          • A minimum of 2 years post-PhD work experience is desirable
          • Publication record in high-impact engineering, computer science, math and/or computational physics journals or conferences is highly desirable HeartFlow's Computational Algorithms Research team develops the cloud-based and mobile device algorithms for the computational fluid dynamics, patient-specific physiological modeling, reduced order modeling for rapid planning of interventions, and uncertainty estimation behind the HeartFlow analysis. About HeartFlow, Inc. HeartFlow, Inc. is a medical technology company redefining the way heart disease is diagnosed and treated. Our non-invasive HeartFlow FFRct Analysis leverages deep learning to create a personalized 3D model of the heart. By using this model, clinicians can better evaluate the impact a blockage has on blood flow and determine the best treatment for patients. Our technology is reflective of our Silicon Valley roots and incorporates decades of scientific evidence with the latest advances in artificial intelligence. The HeartFlow FFRct Analysis is commercially available in the United States, Canada, Europe and Japan. For more information, visit www.heartflow.com . HeartFlow, Inc. is an Equal Opportunity Employer. We are committed to a work environment that supports, inspires, and respects all individuals--and do not discriminate against any employee or applicant because of race, color, religion, marital status, age, national origin, ancestry, physical or mental disability, medical condition, pregnancy, genetic information, gender, sexual orientation, gender identity or expression, veteran status, or any other status protected under federal, state, or local law. This policy applies to every aspect of employment at HeartFlow, including recruitment, hiring, training, relocation, promotion, and termination. Positions posted for HeartFlow are not intended for or open to third party recruiters / agencies. Submission of any unsolicited resumes for these positions will be considered to be free referrals.

Keywords: Heartflow, Redwood City , Research Scientist - Physiology and Computational Fluid Dynamics, Healthcare , Redwood City, California

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