R Mattey, S Ghosh, Gradient Flow Based Phase-Field Modeling Using Separable Neural Networks. arXiv preprint arXiv:2405.06119
Pathrudkar, S., Thiagarajan, P., Agarwal, S., Banerjee, A. S., & Ghosh, S. Electronic Structure Prediction of Multi-million Atom Systems Through Uncertainty Quantification Enabled Transfer Learning. npj Computational Materials (Accepted 2024). arXiv preprint arXiv:2308.13096. PDF
P Thiagarajan, S Ghosh, "A Jensen-Shannon Divergence Based Loss Function for Bayesian Neural Networks", arXiv preprint arXiv:2209.11366
U. Yadav and S. Ghosh, "An atomistic-based finite deformation continuum membrane model for monolayer Transition Metal Dichalcogenides," Journal of the Mechanics and Physics of Solids, 168 (2022) 105033, August 2022.
P. Thiagarajan, P. Khairnar and S. Ghosh, "Explanation and Use of Uncertainty Quantified by Bayesian Neural Network Classifiers for Breast Histopathology Images," in IEEE Transactions on Medical Imaging, pp. 815 - 825, Volume: 41, Issue: 4, April 2022. PDF
R. Mattey and S. Ghosh, "A Novel Sequential Method to Train Physics Informed Neural Networks for Allen Cahn and Cahn Hilliard Equations", Computer Methods in Applied Mechanics and Engineering, Volume 390, 15 February 2022, 114474, Read more
S. Pathrudkar, H. M. Yu, Susanta Ghosh and A.S. Banerjee, Machine learning based prediction of the electronic structure of quasi-one-dimensional materials under strain; Physical Review B; Volume 105 (No. 19), 195141, 2022. PDF
Upendra Yadav, Shashank Pathrudkar, Susanta Ghosh, "Interpretable machine learning model for the deformation of multiwalled carbon nanotubes", Physical Review B 103 (3), 035407, 2021. Read more
Benedict Egboiyi, Revanth Mattey, Shabnam Konica, Parag Nikam, Susanta Ghosh, Trisha Sain, "Mechanistic understanding of the fracture toughening in chemically strengthened glass–experiments and phase-field fracture modeling", International Journal of Solids and Structures, 2021.
Aowabin Rahman, Prathamesh Deshpande, Matthew S Radue, Gregory M Odegard, S Gowtham, Susanta Ghosh, Ashley D Spear, "A machine learning framework for predicting the shear strength of carbon nanotube-polymer interfaces based on molecular dynamics simulation data", Composites Science and Technology 207, 108627, 2021, Read more
H Ahmed, S Ghosh, T Sain, S Banerjee. "Hybrid Bessel beam and metamaterial lenses for deep laparoscopic nondestructive evaluation", Journal of Applied Physics 129 (16), 165107, 2021, Read More
Yadav, U., Coldren, M., Bulusu, P., Sain, T., Ghosh, S., "Interface Fracture of Micro-architectured Glass: Inverse Identification fo Interface Properties and a Novel Analytical Model," Mechanics of Materials, Vol. 137, online July 2019. DOI:https://doi.org/10.1016/j.mechmat.2019.103107 Read More
S. Ghosh, Olalekan Babaniyi, M. Diaz, Z. Zou, M. Bayat, M. Fatemi and Wilkins Aquino, “Modified Error in Constitutive Equations (MECE) Approach for Ultrasound Elastography,” The Journal of the Acoustical Society of America, Vol. 142, No. 4, Oct 2017. DOI:10.1121/1.5006911 Read More
S. Ghosh, "A Novel Technique to Obtain Analytical Direct Correlation Functions for use in Classical Density Functional Theory," Computational Materials Science, Volume 138, October 2017, Pages 384-391 Read More
S. Haldar, T. Sain, S. Ghosh, “A Novel High Symmetry Interlocking Micro-Architecture Design for Polymer Composites with Improved Mechanical Properties,” International Journal of Solids and Structures, Available online 29 June 2017. Read More
S. Ghosh, Veera Sundararaghavan and A.M Waas. “Construction of Multi-dimensional Isotropic Kernels for Nonlocal Elasticity based on Phonon Dispersion Data,” International Journal of Solids and Structures, 51(2), 2014, pp 392–401. Read More
S. Ghosh, A. Kumar, A.M Waas and Veera Sundararaghavan. “Non-local Modeling of Epoxy using an Atomistically Informed Kernel,” International Journal of Solids and Structures, 50(19), 2013, pp 2837–2845. Read More
S. Ghosh and M. Arroyo, “An Atomistic-based 3D Foliation Model for Multilayer Graphene Materials and Nanotubes," Journal of the Mechanics and Physics of Solids. 61, 2013, pp. 235-253. Read More
H. Shima, S. Ghosh, M. Arroyo, K. Iiboshi and M. Sato, “Thin-shell Theory Based Analysis of Radially Pressurized Multiwall Carbon Nanotubes,” H. Shima, Computational Materials Science, 52(1), 2012, pp. 90-94. Read More
H. Shima, M. Sato, K. Iiboshi, S. Ghosh and M. Arroyo, “Diverse Corrugation Pattern in Radially Shrinking Carbon Nanotubes,” Physical Review B, 82(8), 085401, 2010. Read More
S. Ghosh and D. Roy, “An Accurate Numerical Integration Scheme for Finite Rotations using Rotation Vector Parameterization,” Journal of the Franklin Institute, 347, 2010, pp. 1550-1565. Read More
S. Ghosh and D. Roy, “On the Relation between Rotation Increments in Different Tangent Spaces”, Mechanics Research Communications, 37(6), 2010, pp. 525-530. Read More
S. Ghosh and D. Roy, “A Frame-invariant Scheme for the Geometrically Exact Beam using Rotation Vector Parameterization,” Computational Mechanics, 44(1), 2009, 103–118. Read More
S. Ghosh and D. Roy, “Consistent Quaternion Interpolation for Objective Finite Element Approximation of Geometrically Exact Beam,” Computer Methods in Applied Mechanics and Engineering, 198(3-4), 2008, 555–571. Read More
S. Ghosh and D. Roy, “A Numeric-analytic Form of the Adomian Decomposition Method for Two-point Boundary Value Problems in Nonlinear Mechanics,” Journal of Engineering Mechanics (ASCE), 133(10), 2007, 1124–1133. Read More
S. Ghosh and D. Roy, “Multi-step Tangential Versus Transversal Linearizations in Nonlinear Dynamics,” International Journal for Numerical Methods in Engineering, 72(5), 2007, 582–605. Read More
S. Ghosh, A. Roy and D. Roy, “An adaptation of Adomian Decomposition for numeric-analytic integration of strongly nonlinear and chaotic oscillators”, Computer Methods in Applied Mechanics and Engineering, 196 (4-6), 2007, 1133–1153. Read More
N.G. Stephen and S. Ghosh, “Eigen Analysis and Continuum Modeling of a Curved Repetitive Beam-like Structure,” International Journal of Mechanical Sciences, 47, 2005, 1854–1873. Read More
R.N. Iyengar and S. Ghosh, “Microzonation of Earthquake Hazard in Greater Delhi Area,” Current Science, 87(9), 2004, 1193–1202. Read More
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