Chaminda Karunasena
University of Ruhuna
H-index: 13
Asia-Sri Lanka
Top articles of Chaminda Karunasena
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A novel physics-informed neural networks approach (PINN-MT) to solve mass transfer in plant cells during drying | Biosystems Engineering | Chanaka P Batuwatta-Gamage Charith Rathnayaka Helambage CP Karunasena Hyogu Jeong Azharul Karim | 2023/6/1 |
Weight initialization in physics-informed neural networks to enhance consistency of mass-loss predictions for a plant cell during drying | Proceedings of the International Conference on Computational Methods, Volume 10 | CP Batuwatta-Gamage¹ CM Rathnayaka H Charminda P Karunasena MA Karim YuanTong Gu¹ | 2023 |
Customization of loss weights for physics-informed neural networks (pinns) when solving multiple partial differential equations: A case study on plant cell drying | USNCCM17 Book of Abstracts | Chanaka Prabuddha Batuwatta Gamage Charith Rathnayaka Mudiyanselage Chaminda Prasad Karunasena Helambage Yuantong Gu | 2023 |
A physics-informed neural network-based surrogate framework to predict moisture concentration and shrinkage of a plant cell during drying | Journal of Food Engineering | CP Batuwatta-Gamage CM Rathnayaka H Charminda P Karunasena WDCC Wijerathne Hyogu Jeong | 2022/11/1 |
Numerical analysis and performance optimization of a flap-type oscillating wave surge converter in irregular waves | NHDS Manawadu ID Nissanka HCP Karunasena | 2022/7/27 | |
Numerical modelling and performance analysis of an Oscillating Wave Surge Converter for renewable power generation applications | NHDS Manawadu ID Nissanka HCP Karunasena | 2022/3/2 | |
Physics-informed neural network for increasing prediction accuracy of microscale variations of single plant cell during drying | Proceedings of the 15th World Congress on Computational Mechanics (WCCM) and the 8th Asian Pacific Congress on Computational Mechanics (APCOM) | Chanaka Prabuddha Batuwatta Gamage CM Rathnayaka HCP Karunasena WDCC Wijerathne MA Karim | 2022 |
Development and Performance Analysis of a Small-Scale On-shore Wave Energy Converter | Engineer | BJCL Jayathunga HCP Karunasena | 2022 |
Effect of Different Data Structures When Applying CLLA to Accelerate Computational Processing of the State-of-the-art Meshfree Based Plant Cellular Models | KGP Hansani S Baduge HCP Karunasena | 2021/3/3 | |
Development of a Small-scale On-shore Sea Wave Energy Extraction Device for Electricity Generation | BJCL Jayathunga HPON Yasarathna HCP Karunasena | 2021/3/3 | |
Numerical Modelling and Simulation of a Bottom-hinged Flap type Oscillating Wave Surge Converter for Performance Optimisation | NHDS Manawadu NAID Nissanka HCP Karunasena | 2021/3/3 | |
Study of the Impact of Particle Resolution on the Computational Efficiency of a CPU-GPGPU Hybrid Running of a Single Plant Cell Model | AKCI Kodithuwakku KGP Hansani S Baduge HCP Karunasena | 2021/3/3 | |
A three-dimensional (3-D) meshfree-based computational model to investigate stress-strain-time relationships of plant cells during drying | Plos one | CM Rathnayaka HCP Karunasena WDCC Wijerathne W Senadeera YT Gu | 2020/7/7 |
Meshfree based computationally efficient simulation of different shaped plant cells using the cell linked list algorithm | KGP Hansani B Sumith HCP Karunasena | 2020/1/22 | |
Modelling 3-D cellular microfluidics of different plant cells for the prediction of cellular deformations under external mechanical compression: A SPH-CG-based computational study | Proceedings of the 22nd Australasian Fluid Mechanics Conference, AFMC2020 | Charith Rathnayaka HCP Karunasena Wijitha Senadeera YuanTong Gu | 2020 |
Novel Application of Adaptive Fixed Neighbourhood based SPH (AFN-SPH) Method to Reduce Computational Time in Meshfree based Plant Tissue Drying Models | KGP Hansani AKCI Kodithuwakku S Baduge HCP Karunasena | 2020/7/28 |
Co-Authors
