activity
20222026
most citedMachine Learning model driven prediction of the initial geometry in Heavy-Ion Collision experiments

9 citations · 9 across the 8 of their papers we have counts for

collaborators

8 papers

physics.flu-dyn2026

Probing magnetic correlations in anisotropic turbulence

Bijita Bose, Somdeep Dey, Soma Sanyal

The topological classes of coherent structures in magnetohydrodynamic turbulence are studied using the irreducible representations of the SO(3) and SO(2) rotation groups. We probe…

nucl-th2025

Classification of flavor dependence of Chiral Magnetic Effect with Deep Neural Network using multiple correlators

Somdeep Dey, Abhisek Saha, Soma Sanyal

We study the flavor dependence of the Chiral Magnetic Effect (CME) by analyzing two key charge-separation correlators used to characterize the charge separation effect: the convent…

astro-ph.CO2025

Gamma Ray Bursts from Magnetic Reconnection in Cosmic Strings Wakes

Dilip Kumar, Bijita Bose, Soma Sanyal

Magnetic reconnection in magnetized wakes of cosmic strings results in the release of a large amount of energy. This energy is released in a short period of time. In this work, we…

astro-ph.CO2024

Magnetic field amplification and decay in cosmic string wakes

Deepanshu Bisht, Dilip Kumar, Soumen Nayak +1

We do a detailed study on vortex formation in a magnetized plasma within the spacetime of a moving cosmic string using analytical and numerical methods. The conical spacetime aroun…

gr-qc2024

Geodesic motion of particles in the vicinity of the -deformed Schwarzchild Black Hole

Dilip Kumar, Suman Kumar Panja, Abhisek Saha +1

In this study, we investigate the geodesic motion of a test particle around the Schwarzchild black hole in a -deformed space-time. We compute a modified Lagrangian to obtain the…

gr-qc2024

Asymptotically safe cosmology with non-canonical scalar field

Rituparna Mandal, Soma Sanyal

We investigate the quantum modified cosmological dynamical equations in a Friedmann-Robertson-Walker universe filled with a barotropic fluid and a general non-canonical scalar fiel…

astro-ph.CO2023

Synchrotron radiation from cosmic string wakes

Dilip Kumar, Soumen Nayak, Soma Sanyal

Magnetic fields can be generated in cosmic string wakes due to the Biermann mechanism in the presence of neutrino inhomogeneities. As the cosmic string moves through the plasma the…

hep-ph2022★ 9 cited

Machine Learning model driven prediction of the initial geometry in Heavy-Ion Collision experiments

Abhisek Saha, Debasis Dan, Soma Sanyal

We demonstrate high prediction accuracy of three important properties that determine the initial geometry of the heavy-ion collision (HIC) experiments by using supervised Machine L…