activity
20102023
most citedA Physics Informed Neural Network for Time-Dependent Nonlinear and Higher Order Partial Differential Equations

278 citations · 376 across the 12 of their papers we have counts for

collaborators

12 papers

cond-mat.mtrl-sci2023★ 5 cited

Tuning of Electrical, Magnetic, and Topological Properties of Magnetic Weyl Semimetal MnGe by Fe doping

Susanta Ghosh, Achintya Low, Soumya Ghorai +2

We report on the tuning of electrical, magnetic, and topological properties of the magnetic Weyl semimetal (MnGe) by Fe doping at the Mn site, MnFeGe (=0…

cond-mat.mtrl-sci2023

Effect of Electron-Phonon Scattering on the Anomalous Hall Conductivity of FeSn: A Kagome Ferromagnetic Metal

Achintya Low, Susanta Ghosh, Soumya Ghorai +1

We report on magnetic and magnetotransport studies of a Kagome ferromagnetic metal, FeSn. Our studies reveal a large anomalous Hall conductivity () in this system, main…

cond-mat.mtrl-sci2022★ 20 cited

Tuning of topological properties in the strongly correlated antiferromagnet MnSn via Fe doping

Achintya Low, Susanta Ghosh, Susmita Changdar +3

Magnetic topological materials, in which strong correlations between magnetic and electronic properties of matter, give rise to various exotic phenomena such as anomalous Hall effe…

cond-mat.mtrl-sci2022

Magnetocrystalline Anisotropy and Magnetocaloric Effect Studies on the Room-temperature 2D Ferromagnetic CrTe

Shubham Purwar, Susmita Changdar, Susanta Ghosh +1

We present a thorough study on the magnetoanisotropic properties and magnetocaloric effect in the layered ferromagnetic CrTe single crystals by performing the critical beha…

cond-mat.mtrl-sci2022★ 16 cited

Effect on the Electronic and Magnetic Properties of Antiferromagnetic Topological Insulator MnBiTe with Sn Doping

Susmita Changdar, Susanta Ghosh, Kritika Vijay +6

We thoroughly investigate the effect of nonmagnetic Sn doping on the electronic and magnetic properties of antiferromagnetic topological insulator MnBiTe. We observe that S…

cond-mat.mtrl-sci2022★ 1 cited

An Atomistic-based Finite Deformation Continuum Membrane Model for Monolayer Transition Metal Dichalcogenides

Upendra Yadav, Susanta Ghosh

A finite-deformation crystal-elasticity membrane model for Transition Metal Dichalcogenide (TMD) monolayers is presented. Monolayer TMDs are multi-atom-thick two-dimensional (2D) c…

cond-mat.mtrl-sci2022

Machine learning based prediction of the electronic structure of quasi-one-dimensional materials under strain

Shashank Pathrudkar, Hsuan Ming Yu, Susanta Ghosh +1

We present a machine learning based model that can predict the electronic structure of quasi-one-dimensional materials while they are subjected to deformation modes such as torsion…

cond-mat.mtrl-sci2021★ 1 cited

Experimental Realization of Room Temperature Topological Hall Effect in Kagome Antiferromagnet

Achintya Low, Susanta Ghosh, Sayan Routh +1

Magnetic topological semimetals are the manifestations of interplay between electronic and magnetic phases of the matter, leading to peculiar characteristics such as the anomalous…

math.NA2021★ 278 cited

A Physics Informed Neural Network for Time-Dependent Nonlinear and Higher Order Partial Differential Equations

Revanth Mattey, Susanta Ghosh

A physics informed neural network (PINN) incorporates the physics of a system by satisfying its boundary value problem through a neural network's loss function. The PINN approach h…

physics.comp-ph2020★ 25 cited

An Interpretable Machine Learning Model for Deformation of Multi-Walled Carbon Nanotubes

Upendra yadav, Shashank Pathrudkar, Susanta Ghosh

We present a novel interpretable machine learning model to accurately predict complex rippling deformations of Multi-Walled Carbon Nanotubes(MWCNTs) made of millions of atoms. Atom…

cond-mat.mes-hall2010

Thin-shell theory based analysis of radially pressurized multiwall carbon nanotubes

Hiroyuki Shima, Susanta Ghosh, Marino Arroyo +2

Elastic radial deformation of multiwall carbon nanotubes (MWNTs) under hydrostatic pressure is investigated within the continuum elastic approximation. The thin-shell theory, with…

cond-mat.mes-hall2010★ 30 cited

Diverse corrugation pattern in radially shrinking carbon nanotubes

Hiroyuki Shima, Motohito Sato, Kohtaroh Iiboshi +2

Stable cross-sections of multi-walled carbon nanotubes subjected to electron-beam irradiation are investigated in the realm of the continuum mechanics approximation. The self-heali…