Zobrazeno 1 - 10
of 4 336
pro vyhledávání: '"Gopalakrishnan S."'
In this paper, we propose a novel inverse parameter estimation approach called Bayesian optimized physics-informed neural network (BOPINN). In this study, a PINN solves the partial differential equation (PDE), whereas Bayesian optimization (BO) estim
Externí odkaz:
http://arxiv.org/abs/2312.14064
In response to the burgeoning global demand for seafood and the challenges of managing fish farms, we introduce an innovative IoT based environmental control system that integrates sensor technology and advanced machine learning decision support. Dep
Externí odkaz:
http://arxiv.org/abs/2311.04258
With the rising demands for robust structural health monitoring procedures for aerospace structures, the scope of intelligent algorithms and learning techniques is expanding. Supervised algorithms have shown promising results in the field provided a
Externí odkaz:
http://arxiv.org/abs/2308.05350
Laminated composite materials are widely used in most fields of engineering. Wave propagation analysis plays an essential role in understanding the short-duration transient response of composite structures. The forward physics-based models are utiliz
Externí odkaz:
http://arxiv.org/abs/2212.06365
Autor:
Rautela, Mahindra, Mirfarah, Motahareh, Silva, Christian, Dyke, Shirley, Maghareh, Amin, Gopalakrishnan, S.
The recent accelerated growth in space-related research and development activities makes the near-term need for long-term extraterrestrial habitats evident. Such habitats must operate under continuous disruptive conditions arising from extreme enviro
Externí odkaz:
http://arxiv.org/abs/2212.03372
Autor:
Chakraborty, D., Gopalakrishnan, S.
This paper presents a novel algorithm to obtain the closed-form anti-derivative of a function using Deep Neural Network architecture. In the past, mathematicians have developed several numerical techniques to approximate the values of definite integr
Externí odkaz:
http://arxiv.org/abs/2209.09084
We demonstrate the existence of breathing dissipative light bullets in a birefringent optical resonator filled with Kerr media. The propagation of light inside the cavity for each polarized component, which is coupled by cross-phase modulation, is de
Externí odkaz:
http://arxiv.org/abs/2205.08963