Fei Liu Email and Phone Number
I'm currently a postdoctoral researcher at the Advanced Robotics and Controls Lab at the University of California San Diego, mentored by Prof. Michael Yip. Before this role, I conducted research at the Biorobotics Institute with Prof. Filippo Cavallo and at the Center for Bioinspired Soft Robotics at the Italian Institute of Technology (IIT), Italy. My Ph.D. was completed at INSA de Lyon, a top ranked French engineering university, under the guidance of Prof. Arnaud Lelevé. I also have experience as a senior control engineer and project manager at ROBO Medical Co., Ltd., a startup specializing in creating robots for endoscopic submucosal dissection (ESD) surgery.My current research focuses on the development of robotic autonomy for biomedical applications, encompass various domains including modeling, control, dynamics, planning, simulation, and optimization, as well as sensor perception, machine learning, and computer vision.
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Assistant ProfessorUniversity Of Tennessee, KnoxvilleSan Diego, Ca, Us -
Postdoctoral ResearcherUc San Diego Dec 2019 - PresentSan Diego, California, United States• Developing the unified modeling, simulation, and control of deformable, rigid, articulated, fluid object using position-based dynamics (PBD), in particular for articulated manipulation (impedance control, trajectory optimization, rope shape control etc) and surgical applications (soft tissue, membrane, blood and tools).• Differentiability for the PBD simulation using adjoint method based on chain-rule and Autodiff tools.• Developing our constrained-based solver and software… Show more • Developing the unified modeling, simulation, and control of deformable, rigid, articulated, fluid object using position-based dynamics (PBD), in particular for articulated manipulation (impedance control, trajectory optimization, rope shape control etc) and surgical applications (soft tissue, membrane, blood and tools).• Differentiability for the PBD simulation using adjoint method based on chain-rule and Autodiff tools.• Developing our constrained-based solver and software architecture in conjunction with NVIDIA Flex and Warp.• Real-to-sim transfer techniques using non-rigid perception, registration, and tracking.• Closed-loop controller design, motion planning and validation using field robots, such as da Vinci Reseach Kit (DVRK), 7-dof Baxter Robotic Arm, 7-dof Franka Panda Arm, a catheter robot, a non-holonomic mobile robot, a hydraulic-driven underwater robotic arm, haptic device etc.• Continuum Robot Project: Shape reconstruction using projection of geometrical primitives (cylinders,circles etc.), differentiable rendering and perform visual servoing control. Show less -
Postdoctoral ResearcherScuola Superiore Sant'Anna Mar 2019 - Nov 2019Pisa, Tuscany, Italy• Simultaneous localization and mapping (SLAM) of mobile robotic platform under ROS.• Autonomous initialization through computer vision approaches using aruco markers (QR codes).• Autonomous navigation of the mobile robot including path planning, obstacle avoidance.• Shared control theory development and implementation of the mobile platform.• Design of PHP/HTML-based web user interface.• Experimental tests in Verona, Italy. -
Postdoctoral ResearcherIstituto Italiano Di Tecnologia Feb 2018 - Mar 2019• Modeling and control KUKA LWR4+ robotic arm using ROS and Gazebo: motion control, trajectory planning, master-slave teleoperation.• Modeling and control of flexible continuum surgical tool: static tension-deflection model, Euler-Lagrange dynamics, port-Hamiltonian based control.• Analysis of several continuum structure prototypes: variation of design (notches, single-backbone,articulated).• Develop teleoperation framework using haptic devices (Sigma.7).• Preliminary study… Show more • Modeling and control KUKA LWR4+ robotic arm using ROS and Gazebo: motion control, trajectory planning, master-slave teleoperation.• Modeling and control of flexible continuum surgical tool: static tension-deflection model, Euler-Lagrange dynamics, port-Hamiltonian based control.• Analysis of several continuum structure prototypes: variation of design (notches, single-backbone,articulated).• Develop teleoperation framework using haptic devices (Sigma.7).• Preliminary study of simulation platform for flexible surgical tools using SOFA (Simulation OpenFramework Architecture). Show less -
Senior Control EngineerRobo Medical Oct 2016 - Feb 2018Shenzhen, Guangdong, China• Develop teleoperation of a single-port abdominal robotics surgical system using haptic devices (i.e., PHANTOM Omni, Novint Falcon, Omega.3) and joysticks (i.e., Logitech G Extreme 3D, Microsoft Xbox).• Modeling and control of a tendon-driven articulated end-effector: kinematics, motion control, master slave teleoperation.• Model-based uncertainties identification and compensation: hysteresis, friction.• Modeling and control of a 4 DOFs positioning arm (parallel mechanisms) :… Show more • Develop teleoperation of a single-port abdominal robotics surgical system using haptic devices (i.e., PHANTOM Omni, Novint Falcon, Omega.3) and joysticks (i.e., Logitech G Extreme 3D, Microsoft Xbox).• Modeling and control of a tendon-driven articulated end-effector: kinematics, motion control, master slave teleoperation.• Model-based uncertainties identification and compensation: hysteresis, friction.• Modeling and control of a 4 DOFs positioning arm (parallel mechanisms) : kinematics, motion control, master-slave teleoperation.• Caculation of the RCM point of positioning arm.• Modeling and control (based on gait analysis) of a powered lower limb orthosis for rehabilitation.• SLAM algorithm (build on ROS) of autonomous mobile robots for medical transportation in hospitals. Show less
Fei Liu Education Details
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Mechatronics, Robotics, And Automation Engineering -
Mechatronics, Robotics, And Automation Engineering
Frequently Asked Questions about Fei Liu
What company does Fei Liu work for?
Fei Liu works for University Of Tennessee, Knoxville
What is Fei Liu's role at the current company?
Fei Liu's current role is Assistant Professor.
What schools did Fei Liu attend?
Fei Liu attended Institut National Des Sciences Appliquées De Lyon, Northwestern Polytechnical University.
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1gmail.com
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2gwmail.gwu.edu, fb.com
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3gong.io, diageo.com, webflow.com
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