Carmichael F. Ong

Most-cited papers

1. OpenSim: Simulating musculoskeletal dynamics and neuromuscular control to study human and animal movement

   A. Seth, J. Hicks, Thomas K. Uchida, Ayman Habib +13 more

   2018PLoS Comput. Biol.1,185 citations Open access

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2. Deep reinforcement learning for modeling human locomotion control in neuromechanical simulation

   Seungmoon Song, Łukasz Kidziński, Xue-Bin Peng, Carmichael F. Ong +4 more

   2020Journal of NeuroEngineering and Rehabilitation172 citations Open access

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3. Predicting gait adaptations due to ankle plantarflexor muscle weakness and contracture using physics-based musculoskeletal simulations

   Carmichael F. Ong, T. Geijtenbeek, J. Hicks, S. Delp

   2019bioRxiv170 citations Open access

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4. OpenSense: An open-source toolbox for inertial-measurement-unit-based measurement of lower extremity kinematics over long durations

   M. Al Borno, Johanna J. O'Day, Vanessa Ibarra, James J. Dunne +6 more

   2021Journal of NeuroEngineering and Rehabilitation142 citations Open access

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5. Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments

   L. Kidzinski, S. Mohanty, Carmichael F. Ong, Zhewei Huang +25 more

   2018arXiv.org98 citations Open access

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6. Learning to Run challenge: Synthesizing physiologically accurate motion using deep reinforcement learning

   L. Kidzinski, S. Mohanty, Carmichael F. Ong, J. Hicks +4 more

   2018arXiv.org72 citations Open access

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7. Artificial Intelligence for Prosthetics - challenge solutions

   L. Kidzinski, Carmichael F. Ong, S. Mohanty, J. Hicks +46 more

   2019The NeurIPS '18 Competition55 citations Open access

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8. Simulation-Based Design for Wearable Robotic Systems: An Optimization Framework for Enhancing a Standing Long Jump

   Carmichael F. Ong, J. Hicks, S. Delp

   2015IEEE Transactions on Biomedical Engineering52 citations Open access

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9. A model of the cerebellum generates gait adaptations in a reflex-based neuromusculoskeletal model during split-belt walking

   Sophie Fleischmann, Julian Shanbhag, Joerg Miehling, S. Wartzack +3 more

   2025Journal of NeuroEngineering and Rehabilitation40 citations Open access

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10. Muscle-driven simulations and experimental data of cycling

    Caitlin E. Clancy, A. Gatti, Carmichael F. Ong, M. R. Maly +1 more

    2023Scientific Reports28 citations Open access

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11. AddBiomechanics Dataset: Capturing the Physics of Human Motion at Scale

    Keenon Werling, Janelle M. Kaneda, Tian Tan, Rishi Agarwal +14 more

    2024European Conference on Computer Vision21 citations

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12. Predictive simulations of human walking produce realistic cost of transport at a range of speeds

    Carmichael F. Ong, T. Geijtenbeek, J. Hicks, S. Delp

    20179 citations

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13. A Neural Network Model for Efficient Musculoskeletal-Driven Skin Deformation

    Yushan Han, Yizhou Chen, Carmichael F. Ong, Jingyu Chen +2 more

    2024ACM Transactions on Graphics7 citations

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14. Introduction to NIPS 2017 Competition Track

    Sergio Escalera, Markus Weimer, M. Burtsev, Valentin Malykh +35 more

    20182 citations

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15. Personalizing a computational upper body model improves kinematic tracking in high range-of-motion arm movements

    Jennifer N. Maier, Nicholas A. Bianco, Carmichael F. Ong, J. Muccini +2 more

    2024bioRxiv1 citations Open access

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16. Personalizing the shoulder rhythm in a computational upper body model improves kinematic tracking in high range-of-motion arm movements

    Jennifer N. Maier, Nicholas A. Bianco, Carmichael F. Ong, J. Muccini +2 more

    2024Journal of Biomechanics1 citations Open access

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17. Validating OpenCap Kinematics for ACL Injury-Related Movements In and Out of the Lab

    K. Swaminathan, Kirsten Seagers, J. Kolesar, Carmichael F. Ong +6 more

    2026bioRxiv0 citations Open access

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18. Simulation-guided design of exotendons to reduce the energetic cost of running

    Jon P. Stingel, Nicholas A. Bianco, Carmichael F. Ong, S. Collins +2 more

    2026bioRxiv0 citations Open access

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19. Deep learning models detect neuromuscular disease and quantify functional impairment from video-derived biomechanics data

    S. Covitz, Parker S. Ruth, Shelby Vogt-Domke, Carmichael F. Ong +13 more

    2026bioRxiv0 citations Open access

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20. A model of the cerebellum generates gait adaptations in a reflex-based neuromusculoskeletal model during split-belt walking

    Sophie Fleischmann, Julian Shanbhag, Joerg Miehling, S. Wartzack +3 more

    2025bioRxiv0 citations Open access

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21. PREDICTING SAVINGS IN THE METABOLIC COST OF RUNNING WITH AN EXOTENDON

    Jon P. Stingel, Nicholas A. Bianco, Carmichael F. Ong, J. Hicks +1 more

    2025bioRxiv0 citations Open access

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22. BIO LO GY: Converging on Answers to Complex Diseases

    Scott L. Delp, R.Peter Altman, Alexander M. Gelfand, K. Miller +27 more

    20170 citations

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