Digital Human Modeling and Simulation
- Enrique, C., Vinnikov, M., and Zhou, X.
“Augmented Reality Anatomy Visualization for Surgery Assistance with HoloLens”, ACM International Conference on Interactive Media Experiences. pp. 329-331, 2021.
- Pickle, N. T., Zehnbauer, T. P., Harrand, V. J., Zientara, G. P., Zhou, X., and Roos, P. E.
"Automated medical avatar animation for warfighter mission simulation"
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Journal of Trauma and Acute Care Surgery, 91(2S):S107-S112,2021.
- Roos, P.E., Vasavada, A., Zheng, L., Zhou, X.
“Neck Musculoskeletal Model Generation through Anthropometric Scaling”, PLOS One, 2020
- Zhou, X., Sun, K., Roos, P., Li, P., and Corner, B.,
“Anthropometry Model Generation Based on ANSUR II Database”, International Journal of the Digital Human, Special Issue on “3D Anthropometric Databases and
Their Applications”, 1.4: 321-343, 2016.
- Zhou, X., Whitley, P., and Przekwas, A.,
“A Musculoskeletal Fatigue Model for Prediction of Aviator Neck Manoeuvring Loadings”, International Journal of Human Factors Modelling and Simulation,
4:1-29, 2014.
- Zhou, X., and Przekwas, A.,
“A Fast and Robust Whole-body Control Algorithm for Running", Int. J. Human Factors Modelling and Simulation, 2(1/2):127-148,2011.
- Abdel-Malek, K., Yang, J., Marler, T., Beck, S., Mathai, A., Zhou, X., Patrick, A., and Arora, J.,
“Towards a New Generation of Virtual Humans", International Journal of Human Factors Modeling and Simulation, 1(1): 2-39, 2006.
- Yang, J., Marler, T., Beck, S., Kim, J., Wang, Q., Zhou, X., Pena Pitarch, E., Farrell, K., Patrick, A., Potratz, J., Abdel-Malek, K., Arora, J., and Nebel, K.,
“New Capabilities for The Virtual-Human SantosTM", SAE 2006 World Congress Paper No. 2006-01-0697, pp. 1-11, 2006
- Wilkson, P., Zhou, X., Przekwas, A., Buhrman, J., and Cheng, H.,
“Virtual Body Generator for Anthropometry and Physiology Based Modeling", SAE Digital Human Modeling for Design and Engineering Conference Paper No.
2009-01-2280, pp. 1-9, 2009
- Zhou, X., and Lu, J.,
“Biomechanical Analysis of Skeletal Muscle in an Interactive Digital Human System", SAE Transactions: Journal of Passenger Cars - Mechanical Systems,
114: 2921-2929, 2005.
Human-Robot Interaction & Exoskeleton
- Luo, S., Androwis, G., Adamovich, S., Su, H., Nunez, E. and Zhou, X., “Robust Walking Control of a Lower Limb Rehabilitation Exoskeleton Coupled with a Musculoskeletal Model via Deep Reinforcement Learning”,Journal of NeuroEngineering and Rehabilitation 20.1 (2023): 1-19.
- Yu, S., Yang, J., Huang, T., Zhu, J., Tsai, C.Y.，Knezevic, S., Spungen, A.M., Zhou, X., and Su, H., “Artificial Neural Network-Based Activities Classification, Gait Phase Estimation, and Prediction: Application for Exoskeleton Control”, Annals of Biomedical Engineering, pp.1-22, 2023
- Ratnakumar, N., Devulapalli, V., Deepak, N. and Zhou, X., “Prediction of Walking Kinematics and Muscle Activities under Idealized Lower Limb Exoskeleton Assistances”. In Proceedings of the 7th International Digital Human Modeling Symposium (DHM 2022) (Vol. 7, No. 1), pp. 1-9, Best Paper Award.
- Zhou, X. and Zheng, L., “Model-Based Comparison of Passive and Active Assistance Designs in an Occupational Upper Limb Exoskeleton for Overhead Lifting”, IISE Transactions on Occupational Ergonomics and Human Factors, 2021, DOI:10.1080/24725838.2021.1954565
- Luo, S., Androwis, G., Adamovich, S., Su, H., Nunez, E. and Zhou, X., “Reinforcement Learning and Control of a Lower Extremity Exoskeleton for Squat Assistance”, Frontiers in Robotics and AI, 8, pp.218, 2021.DOI:10.3389/frobt.2021.702845
- Ratnakumar, N. and Zhou, X., “Optimized Torque Assistance during Walking with an Idealized Hip Exoskeleton”, International Design Engineering Technical Conferences & Computers and Information in Engineering Conference (IDETC-CIE), paper number: IDETC2021-71376, pp. 1-10, 2021.
- Zhou, X. and Chen, X.,
“Design and Evaluation of Torque Compensation Controllers for a Lower Extremity Exoskeleton”, Journal of Biomechanical Engineering, 143(1), pp. 011007, 2021.
- Zhou, X.
“Predictive Human-in-the-loop Simulations for Assistive Exoskeletons”, International Design Engineering Technical Conferences & Computers and Information in Engineering Conference (IDETC-CIE), paper number: IDETC2020-22668, pp. 1-7, 2020.
- Zhou, X., Ratnakumar, N.
“Exoskeleton Hip Assistance during Walking: Assisting Flexion or Extension?”, ASB 2020 Conference Abstract, 2020.
- Zhou, X., Mont, A., and Adamovich, S.
“Evaluation of a 1 - DOF Hand Exoskeleton for Neuromuscular Rehabilitation”, CMBBE 2019 Conference Proceedings, pp. 1-14, Springer, New York, NY, 2019.
- Yang,X.L., Huang, T.H., Hu,H., Yu,S.Y., Zhang,S.N., Zhou, X., Carriero,A., Yue,G., and Su,H.
“Spine-Inspired Continuum Soft Exoskeleton for Stoop Lifting Assistance”, IEEE Robotics and Automation Letters, 4(4):4547-4554, 2019
- Dura-Bernal, S., Zhou, X., Neymotin, S.A., Przekwas, A., Francis, J.T., Lytton, W.W.,
“Cortical Spiking Network Interfaced with Virtual Musculoskeletal Arm and Robotic Arm”, Frontiers in Neurorobotics, 9:13, 2015.
- Dura-Bernal, S., Chadderdon, G. L., Neymotin, S.A., Zhou, X., Przekwas, A., Francis, J.T., and Lytton, W.W.,
“Virtual Musculoskeletal Arm and Robotic Arm Driven by a Biomimetic Model of Sensorimotor Cortex with Reinforcement Learning”, Proceedings of 2013 IEEE Signal Processing in Medicine
and Biology Symposium (SPMB13), pp. 1-5, Brooklyn, NY, December, 2013.
Biomechanics & Injury
- Kannan, R., Singh, N., Przekwas, A., Zhou, X., Walenga, R., and Babiskin, A.
"A quasi-3D model of the whole lung: airway extension to the tracheobronchial limit
using the constrained constructive optimization and alveolar modeling, using a sac–trumpet model"
, Journal of Computational Design and Engineering, 8(2): 691-704, 2021.
- Motiwale S., Subramani, A., Kraft, R., and Zhou, X.,
“A Non-Linear Multi-Axial Fatigue Damage Model for the Cervical Intervertebral Disc Annulus”, Advances in Mechanical Engineering, 10(6), pp. 1-16, 2018.
- Kraft, R.H., Fielding, R.A., Lister, K., Shirley, A., Marler, T., Merkle, A.C., Przekwas, A.J., Tan, X.G., and Zhou, X.
“Modeling Skeletal Injuries in Military Scenarios”, Chapter 3 in: Gefen A., Epstein Y. (eds) The Mechanobiology and Mechanophysiology of Military-Related Injuries. Studies in Mechanobiology,
Tissue Engineering and Biomaterials, vol 19. Springer, pp. 3-35, 2016.
- Zhou, X., Roos P.E., and Chen X.,
“Modeling of Muscle Atrophy and Exercise Induced Hypertrophy”, In: Cassenti D. (eds) Advances in Human Factors in Simulation and Modeling. Advances in Intelligent Systems and
Computing, vol 591. Springer, pp. 116-127, 2017.
- Whitley P.E., Roos P.E., and Zhou, X.,
“Comparison of Gender Specific and Anthropometrically Scaled Musculoskeletal Model Predictions Using the Sorensen Test”, In: Cassenti D. (eds) Advances in Human Factors in Simulation
and Modeling. Advances in Intelligent Systems and Computing, vol 591. Springer, pp. 469-477, 2017.
Inverse Mechanics
- Zhou, X., Raghavan, M.L., Harbaugh, R.E., and Lu, J.,
“Patient-Specific Wall Stress Analysis in Cerebral Aneurysms Using Inverse Shell Model”, Annals of Biomedical Engineering, 38(2): 478-489, 2010.
- Zhou, X., and Lu, J.,
“Estimation of Vascular Open Configuration Using Finite Element Inverse Elastostatic Method”, Engineering with Computers, 25, 49-59, 2009.
- Lu, J., Zhou, X., and Raghavan, M.L.,
“Inverse Method of Stress Analysis for Cerebral Aneurysms”, Biomechanics and Modeling in Mechanobiology, 7 (6), 477-486, 2008.
- Zhou, X., and Lu, J.,
“Inverse Formulation for Geometrically Exact Stress Resultant Shells”, International Journal for Numerical Methods in Engineering, 74(8), 1278-1302, 2008.
- Lu, J., Zhou, X., and Raghavan, M.L.,
“Computational Method of Inverse Elastostatics for Anisotropic Hyperelastic Solids”, International Journal for Numerical Methods in Engineering, 69(6): 1239-1261,
2007.
- Lu, J., Zhou, X., and Raghavan, M.L.,
“Inverse Elastostatics for Stress Analysis of Pre-deformed Biological Structures: Demonstration Using Abdominal Aortic Aneurysms”, Journal of Biomechanics, 40:693-696, 2007
Isogeometric Analysis
- Schneider, T., Panozzo, D., and Zhou, X.,
“Isogeometric high order mesh generation”, Computer Methods in Applied Mechanics and Engineering, vol. 386, 2021, 114104.
- Lu, J. and Zhou, X.,
“Cylinder Element:Isogeometric Model of Continuum Rod”, Computer Methods in Applied Mechanics and Engineering , 200(1-4), 233-241,2010.
- Zhou, X. and Lu, J.,
“NURBS-Based Galerkin Method and Application to Skeletal Muscle Modeling”, In Proceedings of the 2005 ACM Symposium on Solid and Physical Modeling (SPM05), ACM Press, pp. 71-78,2005.
Computational Multiphysics
- Zhou, X.,
“High Fidelity Simulations of Shock Wave Reflection Inside a Shock Tube”, CALIBURN:Advanced Cyberinfrastructure Report, Rutgers Discovery Infomatics Institute: Accelerating Discovery in the State of New Jersey through High Performance Computing, 2019.
- Przekwas, A., Zhou, X., Tan, X.G., Chen, Z.J., Reeves, D., and Chancey, V.C.,
“High-Fidelity and Compact Modeling for Bone Conduction Communication Systems”, Proceedings of International Mechanical Engineering Congress
& Exposition (IMECE 2009), Paper No. IMECE2009-12954, pp. 485-486, Lake Buena Vista, FL, Nov., 2009.
- Przekwas, A., Tan, X.G., Chen, Z.J., Zhou, X., Reeves, D., Wilkerson, P., Yang, H.Q., Harrand, V., and Chancey, V.C.,
“Techniques in Finite Element Modeling of Helmeted-Head Biomechanics”, Proceedings of 2009 ASME International Mechanical Engineering Congress
& Exposition (IMECE 2009), Paper No. IMECE2009-12955, pp. 443-446, Lake Buena Vista, FL, Nov., 2009
- Przekwas, A., Tan, X.G., Chen, Z.J., Zhou, X., Reeves, D., Wilkerson, P., Yang, H.Q., Harrand, V., and Chancey, V.C.,
“Computational Modeling of Helmet Structural Dynamics During Blunt Impacts”, Proceedings of 2009 ASME International Mechanical Engineering
Congress & Exposition (IMECE 2009), Paper No. IMECE2009-12958, pp. 447-449, Lake Buena Vista, FL, Nov., 2009
- Przekwas, A., Chancey, C., Tan, X.G., Chen, Z.J., Wilkerson, P., Zhou, X., Harrand, V., Imielinska, C., and Reeves, D.,
“Development of Physics-Based Model and Experimental Validation of Helmet Performance in Blast Wave TBI", Proceedings of ASME Summer Bioengineering
Conference, Paper No. SBC2009-206839, pp. 607-608, Lake Tahoe, CA, June 17-21, Nov., 2009
Others
- Luo, S., Edmonds, M., Yi, J., Zhou, X., and Shen, Y.,
“Spline-based Modeling and Control of Soft Robots", IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), Boston, MA, pp. 482-487, 2020.
- Liu, X., Hubbi, B., and Zhou, X.,
“Spatial coordinate corrected motion tracking for optical coherence elastography", Biomedical Optics Express, 10(12), pp. 6160-6171, 2019.