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The following bibliography contains all publications indexed in this database that are linked with this name as either author, editor or any other kind of contributor.

  1. Kumar Tipu, Rupesh / Batra, Vandna / Pandya, K. S. / Panchal, V. R. (2024): Predicting compressive strength of concrete with iron waste: a BPNN approach. In: Asian Journal of Civil Engineering, v. 25, n. 7 (July 2024).

    https://doi.org/10.1007/s42107-024-01130-9

  2. Kumar Tipu, Rupesh / Batra, Vandna / Panchal, V. R. / Pandya, K. S. / Patel, Gaurang A. (2024): Optimizing compressive strength in sustainable concrete: a machine learning approach with iron waste integration. In: Asian Journal of Civil Engineering, v. 25, n. 6 (24 June 2024).

    https://doi.org/10.1007/s42107-024-01061-5

  3. Kumar Tipu, Rupesh / Panchal, V. R. / Pandya, K. S. (2024): Machine learning-based prediction of concrete strengths with coconut shell as partial coarse aggregate replacement: a comprehensive analysis and sensitivity study. In: Asian Journal of Civil Engineering, v. 25, n. 4 (February 2024).

    https://doi.org/10.1007/s42107-023-00971-0

  4. Kumar Tipu, Rupesh / Batra, Vandna / Pandya, K. S. / Panchal, V. R. (2023): Efficient compressive strength prediction of concrete incorporating recycled coarse aggregate using Newton’s boosted backpropagation neural network (NB-BPNN). In: Structures, v. 58 (December 2023).

    https://doi.org/10.1016/j.istruc.2023.105559

  5. Kumar Tipu, Rupesh / Batra, Vandna / Pandya, K. S. / Panchal, V. R. (2023): Enhancing load capacity prediction of column using eReLU-activated BPNN model. In: Structures, v. 58 (December 2023).

    https://doi.org/10.1016/j.istruc.2023.105600

  6. Kumar Tipu, Rupesh / Batra, Vandna / Pandya, K. S. / Panchal, V. R. (2023): Shear capacity prediction for FRCM-strengthened RC beams using Hybrid ReLU-Activated BPNN model. In: Structures, v. 58 (December 2023).

    https://doi.org/10.1016/j.istruc.2023.105432

  7. Kumar Tipu, Rupesh / Panchal, V. R. / Pandya, K. S. (2023): Enhancing chloride concentration prediction in marine concrete using conjugate gradient-optimized backpropagation neural network. In: Asian Journal of Civil Engineering, v. 25, n. 1 (July 2023).

    https://doi.org/10.1007/s42107-023-00801-3

  8. Kumar Tipu, Rupesh / Batra, Vandna / Panchal, V. R. / Pandya, K. S. (2023): Predictive modelling of surface chloride concentration in marine concrete structures: a comparative analysis of machine learning approaches. In: Asian Journal of Civil Engineering, v. 25, n. 2 (October 2023).

    https://doi.org/10.1007/s42107-023-00854-4

  9. Kumar Tipu, Rupesh / Panchal, V. R. / Pandya, K. S. (2022): Multi-objective optimized high-strength concrete mix design using a hybrid machine learning and metaheuristic algorithm. In: Asian Journal of Civil Engineering, v. 24, n. 3 (November 2022).

    https://doi.org/10.1007/s42107-022-00535-8

  10. Kumar Tipu, Rupesh / Panchal, V. R. / Pandya, K. S. (2022): An ensemble approach to improve BPNN model precision for predicting compressive strength of high-performance concrete. In: Structures, v. 45 (November 2022).

    https://doi.org/10.1016/j.istruc.2022.09.046

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