Ruman Moulik

most citedProbing the uniaxial strain-dependent valley drift and Berry curvature in monolayer MoSi

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13 citations · 13 across the 2 of their papers we have counts for

collaborators

2 papers

cond-mat.mtrl-sci2023

Accelerated Neural Network Training through Dimensionality Reduction for High-Throughput Screening of Topological Materials

Ruman Moulik, Ankita Phutela, Sajjan Sheoran +1

Machine Learning facilitates building a large variety of models, starting from elementary linear regression models to very complex neural networks. Neural networks are currently li…

cond-mat.mtrl-sci2023★ 13 cited

Probing the uniaxial strain-dependent valley drift and Berry curvature in monolayer MoSi $_{2}$ N $_{4}$

Sajjan Sheoran, Saswata Bhattacharya

We use ab initio calculations and theoretical analysis to investigate the influence of in-plane strain field on valley drifts and Berry curvatures in the monolayer MoSi $_{2}$ N $_{4}$ , a…

Accelerated Neural Network Training through Dimensionality Reduction for High-Throughput Screening of Topological Materials

Probing the uniaxial strain-dependent valley drift and Berry curvature in monolayer MoSi2​N4​

Probing the uniaxial strain-dependent valley drift and Berry curvature in monolayer MoSi $_{2}$ N $_{4}$