Bhagya Nathali Silva - Publications, H-index & Citations

Bhagya Nathali Silva

Sri Lanka Institute of Information Technology

19H指数

63论文数

3.2K被引数

收录论文 26

发表时间

OcupHI: knowledge-driven colorimetric interpretation framework for high-precision real-time ocular pH diagnostics OcupHI：基于知识的比色解释框架，用于高精度实时眼内pH诊断

Emergent Materials

IF4.1

2026-08-12

PREAI

Bimsara Sandaruwan Kahandawala; H. H. P. Benuwan Sandaruwan; Pavanee Liyanage; Rohan S. Dassanayake; Narahenpitage Pabakara Costha; Renuka N. Liyanage; Udaya Wijenayake; Ruchire Eranga Wijesinghe; Bhagya Nathali Silva; Danushika C. Manatunga

Bi-directional long short-term memory based ensemble deep learning framework for non-linear steam turbine power forecasting: a biomass fuelled case study 基于双向长短时记忆网络的集成深度学习框架用于非线性蒸汽轮机功率预测：生物质燃料案例研究

Energy Conversion and Management

IF10.9

2026-04-10

PREAI

Himaya Perera; Shalitha Jayasekara; Ruchire Eranga Wijesinghe; Bhagya Nathali Silva; Honnyong Cha

Data-centric single teacher guided knowledge distillation for alleviating sub-optimal supervision in image classification 数据为中心的单教师引导知识蒸馏，用于缓解图像分类中的次优监督

Applied Soft Computing

IF6.6

2026-02-23

PREAI

Karthick Sharma; Bhagya Nathali Silva

Optical Coherence Imaging Hybridized Deep Learning Framework for Automated Plant Bud Classification in Emasculation Processes: A Pilot Study 光学相干成像与深度学习框架融合的植物去雄过程中自动化花蕾分类：一项初步研究

PHOTONICS

IF1.9

2025-09-29

OAAI

Tharaka, Dasun; Withanage, Abisheka; Kahatapitiya, Nipun Shantha; Abhayapala, Ruvini; Wijenayake, Udaya; Wijethunge, Akila; Ravichandran, Naresh Kumar; Silva, Bhagya Nathali; Jeon, Mansik; Kim, Jeehyun; Kumarasinghe, Udayagee; Wijesinghe, Ruchire Eranga

Environmental forensics of the X-press pearl disaster: Uncovering the internal micro-structural transformations in marine microplastics X-press珍珠号灾难的环境司法学分析：揭示海洋微塑料内部微观结构的转变

Journal of Hazardous Materials

IF11.3

2025-07-15

PREAI

Pramoda Maheshi Jayasekara; Praveen Abhishek; Nipun Shantha Kahatapitiya; Manura Weerasinghe; Bimsara Sandaruwan Kahandawala; Bhagya Nathali Silva; Udaya Wijenayake; Anushka Upamali Rajapaksha; Ruchire Eranga Wijesinghe; Meththika Vithanage

Early-Stage Prototype Assessment of Cost-Effective Non-Intrusive Wearable Device for Instant Home Fetal Movement and Distress Detection: A Pilot Study

DIAGNOSTICS

IF3.3

2024-09-02

OAAI

Mohamed, Hana; Kathriarachchi, Suresh Kalum; Kahatapitiya, Nipun Shantha; Silva, Bhagya Nathali; Kalupahana, Deshan; Edirisinghe, Sajith; Wijenayake, Udaya; Ravichandran, Naresh Kumar; Wijesinghe, Ruchire Eranga

Dense Convolutional Neural Network-Based Deep Learning Pipeline for Pre-Identification of Circular Leaf Spot Disease of Diospyros kaki Leaves Using Optical Coherence Tomography 基于密集卷积神经网络的深度学习流水线，利用光学相干层析技术对柿叶的圆形叶斑病进行预识别

SENSORS

IF3.5

2024-08-21

OAAI

Kalupahana, Deshan; Kahatapitiya, Nipun Shantha; Silva, Bhagya Nathali; Kim, Jeehyun; Jeon, Mansik; Wijenayake, Udaya; Wijesinghe, Ruchire Eranga

Growing Trend to Adopt Speckle Variance Optical Coherence Tomography for Biological Tissue Assessments in Pre-Clinical Applications

MICROMACHINES

IF3

2024-04-25

OAAI

Wijesinghe, Ruchire Eranga; Kahatapitiya, Nipun Shantha; Lee, Changho; Han, Sangyeob; Kim, Shinheon; Saleah, Sm Abu; Seong, Daewoon; Silva, Bhagya Nathali; Wijenayake, Udaya; Ravichandran, Naresh Kumar; Jeon, Mansik; Kim, Jeehyun

Meta-heuristic optimization based cost efficient demand-side management for sustainable smart communities (vol 309, 113599, 2024)

ENERGY AND BUILDINGS

IF7.1

2024-04-01

PREAI

Silva, Bhagya Nathali; Khan, Murad; Wijesinghe, Ruchire Eranga; Wijenayake, Udaya

Real-Time Multi-Spectral Iris Extraction in Diversified Eye Images Utilizing Convolutional Neural Networks

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Rathnayake, Rasanjalee; Madhushan, Nimantha; Jeeva, Ashmini; Darshani, Dhanushika; Pathirana, Imesh; Ghosh, Sourin; Subasinghe, Akila; Silva, Bhagya Nathali; Wijenayake, Udaya

State-of-the-Art of Deep Learning in Multidisciplinary Optical Coherence Tomography Applications

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Kalupahana, Deshan; Kahatapitiya, Nipun Shantha; Kamalathasan, Dilakshan; Wijesinghe, Ruchire Eranga; Silva, Bhagya Nathali; Wijenayake, Udaya

Meta-heuristic optimization based cost efficient demand-side management for sustainable smart communities

ENERGY AND BUILDINGS

IF7.1

2024-01-01

PREAI

Silva, B. N.; Khan, M.; Wijesinghe, R. E.; Wijenayake, U.

A Transfer Reinforcement Learning Framework for Smart Home Energy Management Systems

IEEE SENSORS JOURNAL

IF4.5

2023-02-15

PREAI

Khan, Murad; Silva, Bhagya Nathali; Khattab, Omar; Alothman, Basil; Joumaa, Chibli

Current Trends in Human Pupil Localization: A Review

IEEE ACCESS

IF3.6

2023-01-01

PREAI

Rathnayake, Rasanjalee; Madhushan, Nimantha; Jeeva, Ashmini; Darshani, Dhanushika; Subasinghe, Akila; Silva, Bhagya Nathali; Wijesinghe, Lakshitha Prabath; Wijenayake, Udaya

Scheduling Sensor Duty Cycling Based on Event Detection Using Bi-Directional Long Short-Term Memory and Reinforcement Learning

SENSORS

IF3.5

2020-09-25

OAAI

Diyan, Muhammad; Khan, Murad; Silva, Nathali Bhagya; Han, Kijun

Futuristic Sustainable Energy Management in Smart Environments: A Review of Peak Load Shaving and Demand Response Strategies, Challenges, and Opportunities

SUSTAINABILITY

IF3.3

2020-07-10

OAAI

Silva, Bhagya Nathali; Khan, Murad; Han, Kijun