Sayak Mukherjee

Graduate Research Assistant at University of Virginia - Center For Applied Biomechanics
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Contact Information
us****@****om
(386) 825-5501
Location
Greater Charlottesville Area

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Experience

    • Graduate Research Assistant
      • Aug 2017 - Present

      • Devised a framework for integration of active motor control into computational human body models leveraging machine learning and deep learning algorithms. • Analyzed and improved the predictive capabilities of state-of-the-art human body FE models' (GHBMC M50 and F05) thorax and plex regions for injury prediction. • Created finite element (FE) modeling set-ups for validation of different isolated body regions with experiment data. • Constructed and validated an open-source FE model… Show more • Devised a framework for integration of active motor control into computational human body models leveraging machine learning and deep learning algorithms. • Analyzed and improved the predictive capabilities of state-of-the-art human body FE models' (GHBMC M50 and F05) thorax and plex regions for injury prediction. • Created finite element (FE) modeling set-ups for validation of different isolated body regions with experiment data. • Constructed and validated an open-source FE model of a deformable American football helmet to simulate impact condition. Show less • Devised a framework for integration of active motor control into computational human body models leveraging machine learning and deep learning algorithms. • Analyzed and improved the predictive capabilities of state-of-the-art human body FE models' (GHBMC M50 and F05) thorax and plex regions for injury prediction. • Created finite element (FE) modeling set-ups for validation of different isolated body regions with experiment data. • Constructed and validated an open-source FE model… Show more • Devised a framework for integration of active motor control into computational human body models leveraging machine learning and deep learning algorithms. • Analyzed and improved the predictive capabilities of state-of-the-art human body FE models' (GHBMC M50 and F05) thorax and plex regions for injury prediction. • Created finite element (FE) modeling set-ups for validation of different isolated body regions with experiment data. • Constructed and validated an open-source FE model of a deformable American football helmet to simulate impact condition. Show less

    • India
    • Motor Vehicle Manufacturing
    • 700 & Above Employee
    • Deputy Manager
      • Jun 2014 - Mar 2017

      Computer Aided Engineering • Constructed finite element models of vehicle assembly from CAD data for durability and fatigue analysis. • Executed structural optimization of vehicle engine and transmission components to meet design targets. • Created finite element models of vehicles for assessing passive safety features and crashworthiness. • Conducted roll over analysis of buses to meet the safety requirements for compliance with existing regulations. • Evaluated the safety… Show more Computer Aided Engineering • Constructed finite element models of vehicle assembly from CAD data for durability and fatigue analysis. • Executed structural optimization of vehicle engine and transmission components to meet design targets. • Created finite element models of vehicles for assessing passive safety features and crashworthiness. • Conducted roll over analysis of buses to meet the safety requirements for compliance with existing regulations. • Evaluated the safety features of vehicles deploying ATD FE models during simulations of motor vehicle collisions. Show less Computer Aided Engineering • Constructed finite element models of vehicle assembly from CAD data for durability and fatigue analysis. • Executed structural optimization of vehicle engine and transmission components to meet design targets. • Created finite element models of vehicles for assessing passive safety features and crashworthiness. • Conducted roll over analysis of buses to meet the safety requirements for compliance with existing regulations. • Evaluated the safety… Show more Computer Aided Engineering • Constructed finite element models of vehicle assembly from CAD data for durability and fatigue analysis. • Executed structural optimization of vehicle engine and transmission components to meet design targets. • Created finite element models of vehicles for assessing passive safety features and crashworthiness. • Conducted roll over analysis of buses to meet the safety requirements for compliance with existing regulations. • Evaluated the safety features of vehicles deploying ATD FE models during simulations of motor vehicle collisions. Show less

Education

  • University of Virginia
    Doctor of Philosophy - PhD, Injury Biomechanics/ Automotive Safety
    2017 - 2023
  • Birla Institute of Technology
    Bachelor of Engineering (B.E.), Mechanical Engineering
    2010 - 2014

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