Concepedia

Arpit Kapoor

AK

5

Publications

150

Citations

5

H-Index

2019

Active since

Affiliations

UNSW Sydney(Current)

SRM Institute of Science and Technology

Australian Research Council

The University of Sydney

Macquarie University

Arpit Kapoor is an author at UNSW Sydney specializing in machine learning, engineering, and geography.

Top concepts

EngineeringMachine LearningGeographyData ScienceDeep LearningBayesian MethodsComputer ScienceUncertainty QuantificationHydrologyManagement

Publications per year

2019–2023

5

Publications

5

DeepGR4J: A deep learning hybridization approach for conceptual rainfall-runoff modelling

Arpit Kapoor, Sahani Pathiraja, Lucy Marshall et al. · Environmental Modelling & Software · 2023 · 68 citations · Full text

Convolutional Neural Network, Hydrological Prediction, Engineering +18

Bayesian neural multi-source transfer learning

Rohitash Chandra, Arpit Kapoor · Neurocomputing · 2019 · 30 citations

Engineering, Machine Learning, Computer Science +4

Cyclone trajectory and intensity prediction with uncertainty quantification using variational recurrent neural networks

Arpit Kapoor, Anshul Negi, Lucy Marshall et al. · Environmental Modelling & Software · 2023 · 26 citations · Full text

Storm Surge, Forecasting Methodology, Engineering +21

Surrogate-assisted Bayesian inversion for landscape and basin evolution models

Rohitash Chandra, Danial Azam, Arpit Kapoor et al. · Geoscientific model development · 2020 · 14 citations · Full text

Engineering, Machine Learning, Geomorphology +17

Bayesian neuroevolution using distributed swarm optimization and tempered MCMC

Arpit Kapoor, Eshwar Nukala, Rohitash Chandra · Applied Soft Computing · 2022 · 12 citations

Evolving Neural Network, Computational Neuroscience, Intelligent Optimization +3

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