Nishath Rajiv Ranasinghe

According to our database, Nishath Rajiv Ranasinghe authored at least 4 papers between 2020 and 2021.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

2021

Effects of Nonlinearity and Network Architecture on the Performance of Supervised Neural Networks.

Nalinda Kulathunga, Nishath Rajiv Ranasinghe, Daniel Vrinceanu, Zackary Kinsman, Lei Huang, Yunjiao Wang

Algorithms, 2021

Discovering Nonlinear Dynamics Through Scientific Machine Learning.

Lei Huang, Daniel Vrinceanu, Yunjiao Wang, Nalinda Kulathunga, Nishath Rajiv Ranasinghe

Proceedings of the Intelligent Systems and Applications, 2021

2020

Effects of the Nonlinearity in Activation Functions on the Performance of Deep Learning Models.

Nalinda Kulathunga, Nishath Rajiv Ranasinghe, Daniel Vrinceanu, Zackary Kinsman, Lei Huang, Yunjiao Wang

CoRR, 2020

Improving Seismic Wave Simulation and Inversion Using Deep Learning.

Lei Huang, Edward Clee, Nishath Rajiv Ranasinghe

Proceedings of the Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, 2020