Publications:
Taneja, K., He, X., Lee, C. H., Chen, J. S., Hodgson, J., Sinha, U., Sinha, S. (2025), Investigating the Correlation between Force Generation and Intra-Muscular Pressure for Active Skeletal Muscle Contractions. arXiv:2310.06191.
Taneja, K., He, X., He, Q., Chen, J. S.(2024), A Multi-Resolution Physics-Informed Machine Learning Approach for Musculo-Skeletal Digital Twin Applications. Computational Mechanics, 73(5), 1125-1145.
Taneja, K., He, X., He , Q., Zhao, X., Lin, YA, Loh, K., Chen, J. S. (2022), A Feature-Encoded Physics-Informed Parameter Identification Neural Network for Musculo-Skeletal Systems. Journal of Biomechanical Engineering, 144(12), 121006.
He, X., Taneja, K., Chen, J. S., Lee C. H., Hodgson, J., Malis, V., Sinha, U., Sinha, S. (2022), Multiscale Modeling of Passive Material Influences on Deformation and Force Output of Skeletal Muscles. International Journal for Numerical Methods in Biomedical Engineering, 38(4), e3571.
Hoogenboom, P. C. J., Chenjie, Y., Taneja, K. (2016), Moments due to Concentrated Loads on Thin Shell Structures. Heron, 61(3), 153.
Seminars and Presentations:
Taneja, K., Holland M., Saito, K., Kawasaki, H., (2025, June 22), Deep folds in the brain result from cortex pulling on astrocytes: a numerical study. Summer Bioengineering Conference, Santa Ana Pueblo, New Mexico, USA.
Taneja, K., Holland M., Saito, K., Kawasaki, H., (2025, July 23), An in silico study on the role of astrocytes in cortical folding. 18th U.S. National Congress of Computational Mechanics (NCCM), Chicago, USA.
Taneja, K. (2025, March 3-7), In silico modelling of biological tissues across length scales. 17th Young Investigators' Meeting, Agra, India.
Taneja, K. (2024, August 23), Modeling biological tissues across length scales. Mechanical Engineering Department, IISc Bangalore, India.
Taneja, K. (2024, August 7), Modeling biological tissues across length scales. Center for Biomedical Engineering, IIT Delhi, India.
Taneja, K. & Holland, M. (2024, June 11-14), A Numerical Study on the Effect of Cortical Diffusivity on Brain Tissue Gyrification. Summer Biomechanics, Bioengineering, and Biotransport Conference (SB3C), Lake Geneva, USA.
Taneja, K., He, X., He, Q., & Chen, J. S., (2024, January 25), Feature Encoded and Multi-Resolution Physics-Informed Machine Learning Approaches for Musculo-skeletal Digital Twin Applications. Physics-informed machine learning meets engineering seminar series, The Alan Turing Institute, Online Link.
Taneja, K., He, X., He, Q., & Chen, J. S., (2023, July 25 - July 27), Feature Encoded and Multi-Resolution Physics-Informed Machine Learning Approaches for Musculo-skeletal Digital Twin Applications. 17th U.S. National Congress of Computational Mechanics (NCCM), Albuquerque,USA.
Taneja, K., He, X., He, Q., & Chen, J. S., (2022, July 31 - August 5), Physics-Informed Parameter Identification in Digital Twins of Human Musculo-Skeletal Systems. 15th World Conference on Computational Mechanics (WCCM), Yokohoma, Japan.
Taneja, K., He, X., & Chen, J. S., (2021, September 26-29). Physics-Informed System Identification in Digital Twins of Human Musculo-Skeletal Systems. 1st Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering Technology - An IACM Conference (MMLDT-CSET), San Diego,USA.
Taneja, K., He, X., & Chen, J. S., (2021, July 25-29). System Identification in Digital Twins of Human Musculo-Skeletal Systems. 16th U.S. National Congress of Computational Mechanics (NCCM), Chicago, USA.
Taneja, K., He, X., & Chen, J. S., (2021, March 23-25). System Identification in Digital Twins of Human Musculo-Skeletal Systems. 5th Annual Workshop on Naval Applications of Machine Learning (NAML), San Diego, USA.