Sandhya Samarasinghe

29 papers B 1Journal 21Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Neurons and neural networks to model proteins and protein networks.
Biosyst.
Sandhya Samarasinghe, Tran Nguyen Minh-Thai, Komal Sorthiya, Don Kulasiri
2024 J jnl
On electrostatic interactions of adenosine triphosphate-insulin-degrading enzyme revealed by quantum mechanics/molecular mechanics and molecular dynamics.
Quant. Biol.
Sarawoot Somin, Don Kulasiri, Sandhya Samarasinghe
2023 J jnl
Collective computational intelligence in biology - Emergence of memory in somatic tissues.
Biosyst.
Sandhya Samarasinghe
2023 J jnl
Proteins as fuzzy controllers: Auto tuning a biological fuzzy inference system to predict protein dynamics in complex biological networks.
Biosyst.
Mohammad Abdallah Alsharaiah, Sandhya Samarasinghe, Don Kulasiri
2022 J jnl
Fundamental Boolean network modelling for childhood acute lymphoblastic leukaemia pathways.
Quant. Biol.
Leshi Chen, Don Kulasiri, Sandhya Samarasinghe
2022 J jnl
Modelling Socio-ecological Systems: Implementation of an Advanced Fuzzy Cognitive Map Framework for Policy development for addressing complex real-life challenges.
CoRR
Mamoon Obiedat, Sandhya Samarasinghe
2021 J jnl
A Comprehensive Conceptual and Computational Dynamics Framework for Autonomous Regeneration Systems.
Artif. Life
Tran Nguyen Minh-Thai, Sandhya Samarasinghe, Michael Levin
2021 — ch.
A Novel Computational Approach for Biomarker Detection for Gene Expression-Based Computer-Aided Diagnostic Systems for Breast Cancer.
Artificial Neural Networks, 3rd Edition
Ali Al-Yousef, Sandhya Samarasinghe
2021 J jnl
A new hierarchical approach to multi-level model abstraction for simplifying ODE models of biological networks and a case study: The G1/S Checkpoint/DNA damage signalling pathways of mammalian cell cycle.
Biosyst.
Mutaz Khazaaleh, Sandhya Samarasinghe, Don Kulasiri
2021 — conf
Improving Water Distribution in a Multi-Agent System Using Fixed Multiunit First-Price Sealed-Bid Auction.
KES-AMSTA
Kitti Chiewchan, Patricia Anthony, Birendra KC, Sandhya Samarasinghe
2020 J jnl
Novel domain expansion methods to improve the computational efficiency of the Chemical Master Equation solution for large biological networks.
BMC Bioinform.
Rahul Kosarwal, Don Kulasiri, Sandhya Samarasinghe
2020 J jnl
Using activity time windows and logical representation to reduce the complexity of biological network models: G1/S checkpoint pathway with DNA damage.
Biosyst.
Mutaz Khazaaleh, Sandhya Samarasinghe
2019 — conf
Improving Water Allocation Using Multi-agent Negotiation Mechanisms.
KES-AMSTA
Kitti Chiewchan, Patricia Anthony, Birendra KC, Sandhya Samarasinghe
2018 — conf
A Computational Framework for Autonomous Self-repair Systems.
Australasian Conference on Artificial Intelligence
Tran Nguyen Minh-Thai, Jagannath Aryal, Sandhya Samarasinghe, Michael Levin
2017 J jnl
A system of recurrent neural networks for modularising, parameterising and dynamic analysis of cell signalling networks.
Biosyst.
Sandhya Samarasinghe, Hong Ling
2016 J jnl
A novel semi-quantitative Fuzzy Cognitive Map model for complex systems for addressing challenging participatory real life problems.
Appl. Soft Comput.
Mamoon Obiedat, Sandhya Samarasinghe
2016 — conf
Neural Networks for Robotic Detection of Mastitis in Dairy Cows: Netherlands and New Zealand Perspectives.
IntelliSys (2)
Sandhya Samarasinghe, Manishi Kohli, Don Kulasiri
2015 J jnl
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Biosyst.
Jingyi Liang, Don Kulasiri, Sandhya Samarasinghe
2014 J jnl
Systems biology of synaptic plasticity: A review on N-methyl-d-aspartate receptor mediated biochemical pathways and related mathematical models.
Biosyst.
Y. He, Don Kulasiri, Sandhya Samarasinghe
2014 J jnl
The meiotic-mitotic initiation switch in budding yeast maintains its function robustly against sensitive parameter perturbations.
Biosyst.
Champi Thusangi Wannige, Don Kulasiri, Sandhya Samarasinghe
2013 J jnl
Computational experiments reveal the efficacy of targeting CDK2 and CKIs for significantly lowering cellular senescence bar for potential cancer treatment.
Biosyst.
Hong Ling, Sandhya Samarasinghe, Don Kulasiri
2013 J jnl
Mixed-method integration and advances in fuzzy cognitive maps for computational policy simulations for natural hazard mitigation.
Environ. Model. Softw.
Sandhya Samarasinghe, Graham Strickert
2013 J jnl
Novel recurrent neural network for modelling biological networks: Oscillatory p53 interaction dynamics.
Biosyst.
Hong Ling, Sandhya Samarasinghe, Don Kulasiri
2012 — conf
Modelling Energy Use and Fuel Consumption in Wheat Production Using Indirect Factors and Artificial Neural Networks.
ICONIP (2)
Majeed Safa, Sandhya Samarasinghe
2011 J jnl
Microarray gene expression: A study of between-platform association of Affymetrix and cDNA arrays.
Comput. Biol. Medicine
Chintanu Kumar Sarmah, Sandhya Samarasinghe
2011 J jnl
Robustness of circadian rhythms in the presence of molecular fluctuations: An investigation based on a mechanistic, statistical theory and a simulation algorithm.
Biosyst.
Don Kulasiri, Y. He, Sandhya Samarasinghe
2010 J jnl
Robustness of G1/S checkpoint pathways in cell cycle regulation based on probability of DNA-damaged cells passing as healthy cells.
Biosyst.
Hong Ling, Don Kulasiri, Sandhya Samarasinghe
2003 B conf
The use of artificial neural networks to diagnose mastitis in dairy cattle.
IJCNN
Mario G. López-Benavides, Sandhya Samarasinghe, Jonathan Hickford
1995 — conf
A Comparison of Model-based Reasoning and Learning Approaches to Power Transmission Fault Diagnosis.
ANNES
Ramesh K. Rayudu, Sandhya Samarasinghe, Don Kulasiri