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Dilhani Ishanka Jayathilake

Observed names: D. I. Jayathilake, Dilhani I. Jayathilake
ORCID: 0000-0002-2793-6285
Observed ORCID: 0000-0002-2793-6285
OpenAlex ID: A5016683798
Real-time forecasting of time series in financial markets using sequentially trained dual-LSTMs
2023 · Kelum Gajamannage, Yonggi Park, et al. · Expert Systems with Applications · 104
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Recurrent neural networks for dynamical systems: Applications to ordinary differential equations, collective motion, and hydrological modeling
2023 · K. Gajamannage, D. I. Jayathilake, et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 37
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Assessing the impact of PET estimation methods on hydrologic model performance
2020 · Dilhani Ishanka Jayathilake, Tyler Smith · Hydrology research · 28
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Understanding the role of hydrologic model structures on evapotranspiration-driven sensitivity
2020 · Dilhani Ishanka Jayathilake, Tyler Smith · Hydrological Sciences Journal · 21
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Identifying the Influence of Systematic Errors in Potential Evapotranspiration on Rainfall–Runoff Models
2021 · Dilhani I. Jayathilake, Tyler Smith · Journal of Hydrologic Engineering · 9
Predicting the temporal transferability of model parameters through a hydrological signature analysis
2019 · Dilhani Ishanka Jayathilake, Tyler Smith · Frontiers of Earth Science · 5
Efficient and robust remote sensing image denoising – a manifold learning framework with randomized approximations
2025 · Kelum Gajamannage, Dilhani I. Jayathilake, et al. · International Journal of Remote Sensing · 1
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Multi-Model Analysis to Understand the Sensitivity of Rainfall-Runoff Model Structure to Potential Evapotranspiration Inputs.
2018 · Dilhani Ishanka Jayathilake, T. J. Smith · AGU Fall Meeting Abstracts
Sensitivity of Rainfall-runoff Model Parametrization and Performance to Potential Evaporation Inputs
2017 · Dilhani Ishanka Jayathilake, T. J. Smith · AGUFM
Can Signatures Predict Hydrologic Model Performance in Validation Mode
2015 · T. J. Smith, Dilhani Ishanka Jayathilake · AGU Fall Meeting Abstracts
Works count: 10
Citation count: 205
H-index: 5
I10-index: 4
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