RESEARCH
9 of 9 papers
Advances in Nonlinear Dynamics, Volume I (ICNDA 2023)
Active learning framework for probabilistic ML models of dynamical systems, improving sample efficiency and uncertainty-aware performance.
Chaos, Solitons & Fractals
Physics-Informed Neural Networks to discover multi-valley dark soliton solutions in the Manakov model, showing data-driven approaches for nonlinear systems.
Romanian Reports in Physics
Introduction to solving differential equations using neural networks, Gaussian processes, and physics-informed methods.
Scientific Reports
Bayesian optimization to efficiently tune experimental parameters for Bose-Einstein condensate production, reducing experimental overhead.
INFITT
Novel spell-checking approaches for Tamil using SymSpell algorithm and LSTM neural networks.
Nonlinear Dynamics
Investigation of soliton dynamics revealing novel behaviors and stability properties of nonlinear wave structures.
Preprint
Theoretical study of analytical signatures in ultracold atomic systems, providing insights into quantum many-body physics.
Optical Materials
Comprehensive characterization of a novel semi-organic crystal revealing potential for microelectronics and high-power laser applications.
Journal of Molecular Structure
Investigation of Brucinium Bromide Hydrate crystal properties for optical parametric oscillators and high-power lasers.