Sayak Mukherjee
Graduate Research Assistant at University of Virginia - Center For Applied Biomechanics- Claim this Profile
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Bio
Experience
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University of Virginia - Center For Applied Biomechanics
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United States
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Research
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1 - 100 Employee
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Graduate Research Assistant
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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
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Eicher Trucks and Buses
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India
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Motor Vehicle Manufacturing
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700 & Above Employee
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Deputy Manager
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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
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Education
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University of Virginia
Doctor of Philosophy - PhD, Injury Biomechanics/ Automotive Safety -
Birla Institute of Technology
Bachelor of Engineering (B.E.), Mechanical Engineering