4 papers
Nematic Wigner crystals in rhombohedral multilayer graphene
Yang Ge, Ashwini Malviya, Ethan Angerhofer +2
Recent experiments have reported evidence for Wigner crystals (WCs) in rhombohedral graphene. Here, we investigate Wigner crystallization in rhombohedral tetralayer graphene using…
EIE calculation and Collisional-Radiative modeling for Na-like Kr and Xe
Ashwini Malviya
As an extension to our previous work [1], a comprehensive theoretical study for Na-like Krypton and Xenon is carried out. Using MCDHF (Multiconfiguration Dirac-Hartee-Fock) along w…
Predicting Plasma Temperature From Line Intensities Using ML Models
Ashwini Malviya
In this work, ML models were used to predict the plasma temperature using the dataset obtained by implementing the CR-model for Na-like Krypton. The models included in the study ar…
Comparison of Machine Learning Approaches for Classifying Spinodal Events
Ashwini Malviya, Sparsh Mittal
In this work, we compare the performance of deep learning models for classifying the spinodal dataset. We evaluate state-of-the-art models (MobileViT, NAT, EfficientNet, CNN), alon…