Works by Roy, Dilip Kumar
Results: 27
A review on the applications of machine learning and deep learning to groundwater salinity modeling: present status, challenges, and future directions.
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- Discover Water (2730-647X), 2025, v. 5, n. 1, p. 1, doi. 10.1007/s43832-025-00207-z
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- Article
An automatic model selection-based machine learning approach to predict seawater intrusion into coastal aquifers.
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- Environmental Earth Sciences, 2024, v. 83, n. 9, p. 1, doi. 10.1007/s12665-024-11589-z
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- Article
Generalized Daily Reference Evapotranspiration Models Based on a Hybrid Optimization Algorithm Tuned Fuzzy Tree Approach.
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- Water Resources Management, 2023, v. 37, n. 1, p. 193, doi. 10.1007/s11269-022-03362-3
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- Article
Hierarchical Fuzzy Systems Integrated with Particle Swarm Optimization for Daily Reference Evapotranspiration Prediction: a Novel Approach.
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- Water Resources Management, 2021, v. 35, n. 15, p. 5383, doi. 10.1007/s11269-021-03009-9
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- Article
Groundwater Level Forecast Via a Discrete Space-State Modelling Approach as a Surrogate to Complex Groundwater Simulation Modelling.
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- Water Resources Management, 2021, v. 35, n. 6, p. 1653, doi. 10.1007/s11269-021-02787-6
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An Ensemble Meta-Modelling Approach Using the Dempster-Shafer Theory of Evidence for Developing Saltwater Intrusion Management Strategies in Coastal Aquifers.
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- Water Resources Management, 2019, v. 33, n. 2, p. 775, doi. 10.1007/s11269-018-2142-y
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- Article
Peliosanthes ashihoana and Peliosanthes bipiniana (Asparagaceae: Nolinoideae) - two new species from Northeastern India.
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- Taiwania, 2020, v. 65, n. 4, p. 493, doi. 10.6165/tai.2020.65.493
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Tupistra leonidii (Asparagaceae, subfamily Nolinoideae), a new species from north-eastern India.
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- Taiwania, 2018, v. 63, n. 1, p. 37, doi. 10.6165/tai.2018.63.37
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- Article
Tupistra khasiana (Asparagaceae), a new species from Meghalaya, India.
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- Taiwania, 2017, v. 62, n. 3, p. 257, doi. 10.6165/tai.2017.62.257
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- Article
Future precipitation projection in Bangladesh using SimCLIM climate model: A multi‐model ensemble approach.
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- International Journal of Climatology, 2022, v. 42, n. 13, p. 6716, doi. 10.1002/joc.7605
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- Article
Assessment of CMIP6 global climate models in reconstructing rainfall climatology of Bangladesh.
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- International Journal of Climatology, 2022, v. 42, n. 7, p. 3928, doi. 10.1002/joc.7452
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Daily Prediction and Multi-Step Forward Forecasting of Reference Evapotranspiration Using LSTM and Bi-LSTM Models.
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- Agronomy, 2022, v. 12, n. 3, p. 594, doi. 10.3390/agronomy12030594
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- Article
Improving Forecasting Accuracy of Multi-Scale Groundwater Level Fluctuations Using a Heterogeneous Ensemble of Machine Learning Algorithms.
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- Water (20734441), 2023, v. 15, n. 20, p. 3624, doi. 10.3390/w15203624
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Estimating the Standardized Precipitation Evapotranspiration Index Using Data-Driven Techniques: A Regional Study of Bangladesh.
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- Water (20734441), 2022, v. 14, n. 11, p. 1764, doi. 10.3390/w14111764
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Groundwater Level Prediction Using a Multiple Objective Genetic Algorithm-Grey Relational Analysis Based Weighted Ensemble of ANFIS Models.
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- Water (20734441), 2021, v. 13, n. 21, p. 3130, doi. 10.3390/w13213130
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Governance and Development: The Challenges for Bangladesh.
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- Bangladesh Development Studies, 2013, v. 36, n. 3, p. 99
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Abundance and habitat-suitability relationship deteriorate in fragmented forest landscapes: a case of Adinandra griffithii Dyer, a threatened endemic tree from Meghalaya in northeast India.
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- Ecological Processes, 2018, v. 7, n. 1, p. 1, doi. 10.1186/s13717-018-0114-z
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Automated Model Selection Using Bayesian Optimization and the Asynchronous Successive Halving Algorithm for Predicting Daily Minimum and Maximum Temperatures.
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- Agriculture; Basel, 2024, v. 14, n. 2, p. 278, doi. 10.3390/agriculture14020278
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- Article
A COMPREHENSIVE CHECKLIST OF ENDEMIC FLORA OF MEGHALAYA, INDIA.
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- Journal of Threatened Taxa, 2019, v. 11, n. 12, p. 14527, doi. 10.11609/jott.4605.11.12.14527-14561
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Projection of groundwater level fluctuations using deep learning and dynamic system response models in a drought affected area.
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- Earth Science Informatics, 2025, v. 18, n. 1, p. 1, doi. 10.1007/s12145-024-01640-9
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Investigation of bio-active Amaryllidaceae alkaloidal small molecules as putative SARS-CoV-2 main protease and host TMPRSS2 inhibitors: interpretation by in-silico simulation study.
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- Journal of Biomolecular Structure & Dynamics, 2024, v. 42, n. 14, p. 7107, doi. 10.1080/07391102.2023.2238065
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Saltwater intrusion prediction in coastal aquifers utilizing a weighted-average heterogeneous ensemble of prediction models based on Dempster-Shafer theory of evidence.
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- Hydrological Sciences Journal/Journal des Sciences Hydrologiques, 2020, v. 65, n. 9, p. 1555, doi. 10.1080/02626667.2020.1749764
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A maximal overlap discrete wavelet packet transform coupled with an LSTM deep learning model for improving multilevel groundwater level forecasts.
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- Discover Water (2730-647X), 2024, v. 4, n. 1, p. 1, doi. 10.1007/s43832-024-00073-1
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- Article
Wind-structure interaction mechanism of circular storage shells- a critical review.
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- Mechanics of Advanced Materials & Structures, 2024, v. 31, n. 30, p. 13284, doi. 10.1080/15376494.2024.2337852
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A surrogate based multi-objective management model to control saltwater intrusion in multi-layered coastal aquifer systems.
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- Civil Engineering & Environmental Systems, 2017, v. 34, n. 3/4, p. 238, doi. 10.1080/10286608.2018.1431777
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Scrutinizing different predictive modeling validation methodologies and data-partitioning strategies: new insights using groundwater modeling case study.
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- Environmental Monitoring & Assessment, 2024, v. 196, n. 7, p. 1, doi. 10.1007/s10661-024-12794-w
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A new species of Pyrenaria (Theaceae-Theoideae) from Northeast India.
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- Telopea, 2017, v. 20, p. 35, doi. 10.7751/telopea10452
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- Article