Publications
Most recent publications can be found on my Google Scholar profile.
Journal Articles
* indicates equal contributions, † indicates corresponding author
J39. Li, Y., Mojumder, S., Lu, Y., Al Amin, A., Guo, J., Xie, X., Chen, W., Wagner, G.J., Cao, J. and Liu, W.K. (2024). Statistical parameterized physics-based machine learning digital shadow models for laser powder bed fusion process. Additive Manufacturing, 86, 104214. Link
J38. Liu, W., Mojumder, S., Liu, W. K., Chen, W., & Apley, D. W. (2024). Simulation-free determination of microstructure representative volume element size via Fisher scores. APL Machine Learning, 2(2). Link
J37. Lu, Y., Mojumder, S., Guo, J., Li, Y., & Liu, W. K. (2023). Extended tensor decomposition model reduction methods: training, prediction, and design under uncertainty. Computer Methods in Applied Mechanics and Engineering, 418, 116550. Link
J36. Zhang, S., Mojumder, S., Liu, W. K., Chen, W., Apley, D.W. (2023). Accelerated and Interpretable Prediction of Local Properties in Composites. APL Machine Learning, 1, 036112. Link
J35. Zhang, L., Park, C., Lu, Y., Li, H., Mojumder, S., Saha, S., Guo, J., Li, Y., Abott, T., Wagner, G.J., Tang, S., and Liu, W.K. (2023). Isogeometric Convolution Hierarchical Deep-learning Neural Network: Isogeometric analysis with versatile adaptivity. Computer Methods in Applied Mechanics and Engineering, 417, 116356. Link
J34. Mojumder, S., Gan, Z., Li, Y., Al Amin, A., & Liu, W. K. (2023). Linking process parameters with lack-of-fusion porosity for laser powder bed fusion metal additive manufacturing. Additive Manufacturing, 68, 103500. Link
J33. Park, C., Lu, Y., Saha, S., Xue, T., Guo, J., Mojumder, S., Apley, D.W., Wagner, G.J. and Liu, W.K. (2023). Convolution hierarchical deep-learning neural network (c-hidenn) with graphics processing unit (gpu) acceleration. Computational Mechanics, 72, 383–409. Link
J32. Lu, Y., Li, H., Zhang, L., Park, C., Mojumder, S., Knapik, S., Sang, Z., Tang, S., Apley, D.W., Wagner, G.J. and Liu, W.K. (2023). Convolution Hierarchical Deep-learning Neural Networks (C-HiDeNN): finite elements, isogeometric analysis, tensor decomposition, and beyond. Computational Mechanics, 72, 333–362. Link
J31. Li, H., Knapik, S., Li, Y., Park, C., Guo, J., Mojumder, S., Lu, Y., Chen, W., Apley, D.W. and Liu, W.K. (2023). Convolution Hierarchical Deep-Learning Neural Network Tensor Decomposition (C-HiDeNN-TD) for high-resolution topology optimization. Computational Mechanics, 72, 363–382. Link
J30. Liu, Y., Park, C., Lu, Y., Mojumder, S., Liu, W. K., & Qian, D. (2023). HiDeNN-FEM: a seamless machine learning approach to nonlinear finite element analysis. Computational Mechanics, 72, 173-194. Link
J29. Ruvo, T. H., Saha, S., Mojumder, S., & Saha, S. (2023). Mixed convection in an open T-shaped cavity utilizing the effect of different inflow conditions with Al2O3-water nanofluid flow. Results in Engineering, 17, 100862. Link
J28. Huang, H.*, Mojumder, S.*, Suarez, D., Al Amin, A., Fleming, M., & Liu, W. K. (2022). Knowledge database creation for design of polymer matrix composite. Computational Materials Science, 214, 111703. Link
J27. Gao, J., Mojumder, S.†, Zhang, W., Li, H., Suarez, D., He, C., Cao, J. and Liu, W.K. (2022). Concurrent n-scale modeling for non-orthogonal woven composite. Computational Mechanics, 70(4), 853-866. Link
J26. Malakar, P., Anan, M. A. R., Islam, M., Thakur, M. S. H., & Mojumder, S.† (2022). Atomistic study of coreshell and functionally graded nanospheres under compressive loading. International Journal of Mechanical Sciences, 226, 107367. Link
J25. Islam, M., Thakur, M. S. H., Mojumder, S., & Hasan, M. N. (2021). Extraction of material properties through multi-fidelity deep learning from molecular dynamics simulation. Computational Materials Science, 188, 110187. Link
J24. Lu, Y., Li, H., Saha, S., Mojumder, S., Al Amin, A., Suarez, D., Liu, Y., Qian, D. and Kam Liu, W. (2021). Reduced Order Machine Learning Finite Element Methods: Concept, Implementation, and Future Applications. Computer Modeling in Engineering & Sciences, 129(1). Link
J23. Mojumder, S., Thakur, M. S. H., Islam, M., Mahboob, M., & Motalab, M. (2021). Numerical investigation of mechanical properties of aluminum-copper alloys at nanoscale. Journal of Nanoparticle Research, 23(1), 1-20. Link
J22. Islam, M., Thakur, M. S. H., Mojumder, S., Al Amin, A., & Islam, M. M. (2020). Mechanical and vibrational characteristics of functionally graded Cu–Ni nanowire: a molecular dynamics study. Composites Part B: Engineering, 198, 108212. Link
J21. Tang, S., Li, Y., Qiu, H., Yang, H., Saha, S., Mojumder, S., Liu, W.K. and Guo, X. (2020). A mechanistic-based data-driven approach for numerical elastoplastic analysis. Computer Methods in Applied Mechanics and Engineering, 364, 112955. Link
J20. Mojumder, S., Mahboob, M., & Motalab, M. (2020). Atomistic and finite element study of nanoindentation in pure aluminum. Materials Today Communications, 23, 100798. Link
J19. Mojumder, S., Rakib, T., & Motalab, M. (2019). Atomistic study of hardening mechanism in Al-Cu nanostructure. Journal of Nanoparticle Research, 21(5), 1-12. Link
J18. Motalab, M., Paul, R., Saha, S., Mojumder, S., Ahmed, T., & Suhling, J. C. (2019). Atomistic analysis of the thermomechanical properties of Sn–Ag–Cu solder materials at the nanoscale with the MEAM potential. Journal of molecular modeling, 25(3), 59. Link
J17. Das, S., Mojumder, S., Rakib, T., Islam, M. M., & Motalab, M. (2019). Atomistic insights into mechanical and thermal properties of stanene with defects. Physica B: Condensed Matter, 553, 127-136. Link
J16. Nahid, S. M., Nahian, S., Motalab, M., Rakib, T., Mojumder, S., & Islam, M. M. (2018). Tuning the mechanical properties of silicene nanosheet by auxiliary cracks: a molecular dynamics study. RSC advances, 8(53), 30354-30365. Link
J15. Pial, T. H., Rakib, T., Mojumder, S., Motalab, M., & Akanda, M. S. (2018). Atomistic investigations on the mechanical properties and fracture mechanisms of indium phosphide nanowires. Physical Chemistry Chemical Physics, 20(13), 8647-8657. Link
J14. Rakib, T., Saha, S., Motalab, M., Mojumder, S., & Islam, M. M. (2017). Atomistic representation of anomalies in the failure behaviour of nanocrystalline silicene. Scientific reports, 7(1), 1-12. Link
J13. Mojumder, S.† (2018). Molecular dynamics study of plasticity in Al-Cu alloy nanopillar due to compressive loading. Physica B: Condensed Matter, 530, 86-89. Link
J12. Rakib, T., Mojumder, S., Das, S., Saha, S., & Motalab, M. (2017). Graphene and its elemental analogue: A molecular dynamics view of fracture phenomenon. Physica B: Condensed Matter, 515, 67-74. Link
J11. Mojumder, S., Saha, S., Rahman, M. R., Rahman, M. M., Rabbi, K. M., & Ibrahim, T. A. (2017). Numerical study on mixed convection heat transfer in a porous L-shaped cavity. Engineering Science and Technology, an International Journal, 20(1), 272-282. Link
J10. Rahman, M. M., Saha, S., Mojumder, S., Rabbi, K. M., Hasan, H., & Ibrahim, T. A. (2017). Unsteady double-diffusive buoyancy-induced flow in a triangular solar collector shape enclosure with corrugated bottom wall: effects of buoyancy ratio. International Journal of Numerical Methods for Heat & Fluid Flow. Link
J9. Mojumder, S., Rabbi, K. M., Saha, S., Hasan, M. N., & Saha, S. C. (2016). Magnetic field effect on natural convection and entropy generation in a half-moon shaped cavity with semi-circular bottom heater having different ferrofluid inside. Journal of Magnetism and Magnetic Materials, 407, 412-424. Link
J8. Rabbi, K. M., Saha, S., Mojumder, S., Rahman, M. M., Saidur, R., & Ibrahim, T. A. (2016). Numerical investigation of pure mixed convection in a ferrofluid-filled lid-driven cavity for different heater configurations. Alexandria Engineering Journal, 55(1), 127-139. Link
J7. Rahman, M. M., Mojumder, S., Saha, S., Joarder, A. H., Saidur, R., & Naim, A. G. (2015). Numerical and statistical analysis on unsteady magnetohydrodynamic convection in a semi-circular enclosure filled with ferrofluid. International Journal of Heat and Mass Transfer, 89, 1316-1330. Link
J6. Mojumder, S., Sourav, S. A. H. A., Sumon, S. A. H. A., & Mamun, M. A. H. (2015). Combined effect of Reynolds and Grashof numbers on mixed convection in a lid-driven T-shaped cavity filled with water-Al2O3 nanofluid. Journal of Hydrodynamics, Ser. B, 27(5), 782-794. Link
J5. Mojumder, S., Amin, A. A., & Islam, M. M. (2015). Mechanical properties of stanene under uniaxial and biaxial loading: A molecular dynamics study. Journal of Applied Physics, 118(12), 124305. Link
J4. Rahman, M. M., Saha, S., Mojumder, S., Naim, A. G., Saidur, R., & Ibrahim, T. A. (2015). Effect of sine-squared thermal boundary condition on augmentation of heat transfer in a triangular solar collector filled with different nanofluids. Numerical Heat Transfer, Part B: Fundamentals, 68(1), 53-74. Link
J3. Rahman, M. M., Mojumder, S., Saha, S., Mekhilef, S., & Saidur, R. (2014). Effect of solid volume fraction and tilt angle in a quarter circular solar thermal collectors filled with CNT–water nanofluid. International Communications in Heat and Mass Transfer, 57, 79-90. Link
J2. Rahman, M. M., Saha, S., Mojumder, S., Mekhilef, S., & Saidur, R. (2014). Numerical simulation of unsteady heat transfer in a half-moon shape enclosure with variable thermal boundary condition for different nanofluids. Numerical Heat Transfer, Part B: Fundamentals, 65(3), 282-301. Link
J1. Rahman, M. M., Mojumder, S., Saha, S., Mekhilef, S., & Saidur, R. (2014). Augmentation of natural convection heat transfer in triangular shape solar collector by utilizing water based nanofluids having a corrugated bottom wall. International Communications in Heat and Mass Transfer, 50, 117-127. Link
Referred Conference Proceedings
C17. Mojumder, S., Gao, J., & Liu, W. K. (2021, February). Self-consistent clustering analysis for modeling of theromelastic heterogeneous materials. In AIP Conference Proceedings (Vol. 2324, No. 1, p. 030029). AIP Publishing LLC.
C16. Mojumder, S., Saha, S., Saha, S., Rahman, R., & Saha, S. C. (2020, April). Effect of Magnetic Field on Double Diffusive Natural Convection Inside a Square Cavity with Isothermal Hollow Insert. In IOP Conference Series: Materials Science and Engineering (Vol. 831, No. 1, p. 012010). IOP Publishing.
C15. Pial, T. H., Rakib, T., Bose, P., Mojumder, S., & Motalab, M. (2018, July). Temperature and size effect on the mechanical properties of indium phosphide nanowire: An atomistic study. In AIP Conference Proceedings (Vol. 1980, No. 1, p. 030023). AIP Publishing LLC.
C14. Jui, T. A., Bose, P., Rakib, T., Mojumder, S., & Motalab, M. (2018, July). Shear based analysis of nickel nano-plate by molecular dynamics simulations. In AIP Conference Proceedings (Vol. 1980, No. 1, p. 030025). AIP Publishing LLC.
C13. Paul, R., Tasnim, T., Dhar, R., Mojumder, S., Saha, S., & Motalab, M. A. (2017, November). Study of uniaxial tensile properties of hexagonal boron nitride nanoribbons. In TENCON 2017-2017 IEEE Region 10 Conference (pp. 2783-2788). IEEE.
C12. Bose, P., Rakib, T., Das, S., Rabbi, K. M., & Mojumder, S. (2017, June). MHD mixed convection analysis of non-Newtonian power law fluid in an open channel with round cavity. In AIP Conference Proceedings (Vol. 1851, No. 1, p. 020057). AIP Publishing LLC.
C11. Das, S., Rakib, T., Mojumder, S., Islam, M. M., & Motalab, M. A. (2017, June). Influence of defects on thermal properties of stanene. In AIP Conference Proceedings (Vol. 1851, No. 1, p. 020035). AIP Publishing LLC.
C10. Mojumder, S., Saha, S., & Saha, S. (2016, July). Analysis of entropy generation for double diffusive MHD convection in a square cavity with isothermal hollow cylinder. In AIP Conference Proceedings (Vol. 1754, No. 1, p. 050047). AIP Publishing LLC.
C9. Rabbi, K. M., Shuvo, M., Kabir, R. H., Mojumder, S., & Saha, S. (2016, July). Numerical analysis of mixed convection in lid-driven cavity using non-Newtonian ferrofluid with rotating cylinder inside. In AIP Conference Proceedings (Vol. 1754, No. 1, p. 040016). AIP Publishing LLC.
C8. Rabbi, K. M., Rakib, T., Das, S., Mojumder, S., & Saha, S. (2016, July). MHD mixed convection analysis in an open channel by obstructed Poiseuille flow of non-Newtonian power law fluid. In AIP Conference Proceedings (Vol. 1754, No. 1, p. 050030). AIP Publishing LLC.
C7. Saha, S., Mojumder, S., & Saha, S. (2016, July). Regulation of flow through a T-Shaped open cavity by temperature dependent P, PI, and PID controllers. In AIP Conference Proceedings (Vol. 1754, No. 1, p. 050048). AIP Publishing LLC.
C6. Saha, S., Mojumder, S., Mahboob, M., & Islam, M. Z. (2016, July). Effect of temperature and geometric parameters on elastic properties of tungsten nanowire: A molecular dynamics study. In AIP Conference Proceedings (Vol. 1754, No. 1, p. 030009). AIP Publishing LLC.
C5. Rabbi, K. M., Nandi, I., Saleh, A. S., Faisal, F., & Mojumder, S. (2016, January). Prediction of solar irradiation in Bangladesh using artificial neural network (ANN) and data mapping using GIS technology. In 2016 4th International Conference on the Development in the in Renewable Energy Technology (ICDRET) (pp. 1-6). IEEE.
C4. Mojumder, S., Saha, S., Saha, S., & Mamun, M. A. H. (2015). Effect of magnetic field on natural convection in a C-shaped cavity filled with ferrofluid. Procedia Engineering, 105, 96-104.
C3. Rabbi, K. M., Ahmad, T., Mojumder, S., Saha, S., & Hossain, M. Z. (2015). Geometric effect on magnetohydrodynamic convection in a half-moon shaped cavity filled with water having semi-circular bottom heater. Procedia Engineering, 105, 73-80.
C2. Saha, S., Mojumder, S., Rahman, M. M., Mamun, M. A. H., Mekhilef, S., & Saidur, R. (2014). Effect of Lewis Number on Unsteady Double Diffusive Buoyancy Induced Flow in a Triangular Solar Collector with Corrugated Wall. Procedia Engineering, 90, 418-424.
C1. Mojumder, S., kumar Sutradhar, P., Saha, S., & Rahman, M. M. (2014, May). Low head hydro power generation using road side canal water potential in Bangladesh. In 2014 3rd International Conference on the Developments in Renewable Energy Technology (ICDRET) (pp. 1-4). IEEE.