Journals

Published/Accepted

  1. Bhattacharyya, B. (2022), “On the use of sparse Bayesian learning-based polynomial chaos expansion for global reliability sensitivity analysis”, Journal of Computational and Applied Mathematics. Link

  2. Bhattacharyya, B., Jacquelin, E. and Brizard, D. (2022), “Stochastic analysis of a crash box under impact loading by an adaptive POD-PCE model", Structural and Multidisciplinary Optimization, 65: 229, pp. 1-26. Link

  3. Bhattacharyya, B. (2022), “Uncertainty quantification of dynamical systems by a POD-Kriging surrogate model”, Journal of Computational Science, Vol. 60, 101602, pp. 1-12. Link

  4. Bhattacharyya, B. (2021), “Uncertainty quantification and reliability analysis by an adaptive sparse Bayesian inference based PCE model”, Engineering with Computers, Vol. 38, pp. 1437-1458. Link (Free PDF)

  5. Bhattacharyya, B. (2021), “Structural reliability analysis by a Bayesian sparse polynomial chaos expansion”, Structural Safety, Vol. 90, 102074, pp. 1-13. Link

  6. Bhattacharyya, B., Jacquelin, E. and Brizard, D. (2020), “Uncertainty quantification of stochastic impact dynamic oscillator using a proper orthogonal decomposition-polynomial chaos expansion technique”, Journal of Vibration and Acoustics, Vol. 142, No. 6, pp. 1-13. Link

  7. Bhattacharyya, B. (2020), “Global sensitivity analysis: A Bayesian learning based polynomial chaos approach”, Journal of Computational Physics, Vol. 415, 109539, pp. 1-22. Link

  8. Bhattacharyya, B. and Dalui, S. K. (2020), “Experimental and numerical study of wind pressure distribution on irregular plan shaped building”, ASCE Journal of Structural Engineering, Vol. 146, No. 7, pp. 1-14. Link

  9. Bhattacharyya, B., Jacquelin, E. and Brizard, D. (2020), “A Kriging-NARX model for uncertainty quantification of nonlinear stochastic dynamical systems in time domain”, ASCE Journal of Engineering Mechanics, Vol. 146, No. 7, pp. 1-21. Link (Most read article for May 2020)

  10. Jacquelin, E., Baldanzini, N., Bhattacharyya, B., Brizard, D. and Pierini, M. (2019), “Random dynamical system in time domain: A POD-PC model”, Mechanical Systems and Signal Processing, Vol. 133, 106251. Link

  11. Bhattacharyya, B. (2018), “A critical appraisal of design of experiments for uncertainty quantification”, Archives of Computational Methods in Engineering, Vol. 25, No. 3, pp. 727 – 751. Link

  12. Bhattacharyya, B. and Dalui, S. K. (2018), “Investigation of mean wind pressures on E plan shaped tall building”, Wind and Structures – An International Journal, Vol. 26, No. 2, pp. 99 – 114. Link

  13. Bhattacharyya, B. and Dalui, S. K. (2014), “Wind induced pressure on E plan shaped tall buildings”, Jordan Journal of Civil Engineering, Vol. 8, No. 2, pp. 120 – 134. Link