49 citations · 50 across the 3 of their papers we have counts for
3 papers
Multi-Class classification of vulnerabilities in Smart Contracts using AWD-LSTM, with pre-trained encoder inspired from natural language processing
Ajay K. Gogineni, S. Swayamjyoti, Devadatta Sahoo +2
Vulnerability detection and safety of smart contracts are of paramount importance because of their immutable nature. Symbolic tools like OYENTE and MAIAN are typically used for vul…
Machine Learning in Materials Modeling -- Fundamentals and the Opportunities in 2D Materials
Shreeja Das, Hansraj Pegu, Kisor Sahu +4
The application of machine learning in materials presents a unique challenge of dealing with scarce and varied materials data - both experimental and theoretical. Nevertheless, sev…
Local structural excitations in model glasses
S. Swayamjyoti, P. M. Derlet, J. F. Löffler
Structural excitations of model Lennard-Jones glass systems are investigated using the Activation-Relaxation-Technique (ART), which explores the potential energy landscape of a loc…