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43
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5916
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6296
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76

Overview

Vladan Babovic is affiliated with the National University of Singapore in Singapore. Their research primarily focuses on environmental science, with particular attention to environmental engineering and water-related studies.

The subfields of work include:

  • Environmental Engineering
  • Water Science and Technology
  • Global and Planetary Change
  • Ocean Engineering
  • Geology

The main topics of Vladan Babovic's research encompass:

  • Hydrology and Watershed Management Studies
  • Hydrological Forecasting Using AI
  • Flood Risk Assessment and Management
  • Water Resources Management and Optimization
  • Groundwater Flow and Contamination Studies
  • Environmental Monitoring and Data Management
  • Urban Stormwater Management Solutions

Significant recent papers authored by or associated with Vladan Babovic include:

  • "Uncovering Flooding Mechanisms Across the Contiguous United States Through Interpretive Deep Learning on Representative Catchments" (2021), published in Water Resources Research
  • "Bioretention systems for stormwater management: Recent advances and future prospects" (2021), published in Journal of Environmental Management
  • "Hydrologically informed machine learning for rainfall-runoff modelling: towards distributed modelling" (2021), published in Hydrology and Earth System Sciences
  • "Hydrologically Informed Machine Learning for Rainfall-Runoff Modeling: A Genetic Programming-Based Toolkit for Automatic Model Induction" (2020), published in Water Resources Research
  • "Toward improved lumped groundwater level predictions at catchment scale: Mutual integration of water balance mechanism and deep learning method" (2022), published in Journal of Hydrology

Frequent co-authors in Vladan Babovic's research collaborations include:

  • Chunmiao Zheng
  • Herath Mudiyanselage Viraj Vidura Herath
  • Jayashree Chadalawada
  • Hejiang Cai
  • Suning Liu

Common venues where Vladan Babovic's research has been published are:

  • Water Resources Research
  • Journal of Hydrology
  • Journal of Environmental Management
  • Hydrology and Earth System Sciences
  • Journal of Hydrology Regional Studies

Best Publications

  • On inducing equations for vegetation resistance

    M.J. Baptist;V. Babovic;J. Rodríguez Uthurburu;M. Keijzer

  • Genetic programming and its application in real-time runoff forecasting

    Soon Thiam Khu;Shie-Yui Liong;Vladan Babovic;Henrik Madsen

  • Genetic programming as a model induction engine

    Vladan Babovic;Maarten Keijzer

  • Adaptation Pathways and Real Options Analysis: An approach to deep uncertainty in climate change adaptation policies

    Joost Buurman;Vladan Babovic

  • EC-SVM approach for real-time hydrologic forecasting

    Xinying Yu;Shie-Yui Liong;Vladan Babovic

  • Bioretention systems for stormwater management: Recent advances and future prospects.

    Kuppusamy Vijayaraghavan;Basanta Kumar Biswal;Max Gerrit Adam;Soon Hong Soh

  • Genetic Programming: a New Paradigm in Rainfall Runoff Modeling

    Shie‐Yui Liong;Tirtha Raj Gautam;Soon Thiam Khu;Vladan Babovic

  • Rainfall runoff modelling based on genetic programming

    Vladan Babovic;Maarten Keijzer

  • Neural networks as routine for error updating of numerical models

    Vladan Babovic;Rafael Canizares;H. René Jensen;Anders Klinting

  • Hydrologically informed machine learning for rainfall-runoff modelling: towards distributed modelling

    Herath Mudiyanselage Viraj Vidura Herath;Jayashree Chadalawada;Vladan Babovic

  • Hydrologically Informed Machine Learning for Rainfall-Runoff Modeling: A Genetic Programming-Based Toolkit for Automatic Model Induction

    Jayashree Chadalawada;H. M. V. V. Herath;Vladan Babovic

  • A Data Mining Approach to Modelling of Water Supply Assets

    Vladan Babovic;Jean-Philippe Drécourt;Maarten Keijzer;Peter Friss Hansen

  • A real options approach to the design and architecture of water supply systems using innovative water technologies under uncertainty

    Stephen X. Zhang;Vladan Babovic

  • Data mining in hydrology

    Vladan Babovic

  • Valuing flexibilities in the design of urban water management systems.

    Yinghan Deng;Michel-Alexandre Cardin;Vladan Babovic;Deepak Santhanakrishnan

  • The evolution of equations from hydraulic data. Part I: Theory

    Vladan Babovic;Michael B. Abbott

  • Dimensionally aware genetic programming

    Maarten Keijzer;Vladan Babovic

  • Genetic Programming, Ensemble Methods and the Bias/Variance Tradeoff - Introductory Investigations

    Maarten Keijzer;Vladan Babovic

  • Velocity predictions in compound channels with vegetated floodplains using genetic programming

    E. L. Harris;V. Babovic;Roger Alexander Falconer

  • Rainfall‐Runoff Modeling Based on Genetic Programming

    Vladan Babovic;Maarten Keijzer

Frequent Co-Authors

Karina Yew-Hoong Gin
Karina Yew-Hoong Gin National University of Singapore
Michael O'Neill
Michael O'Neill University College Dublin
Henrik Madsen
Henrik Madsen Technical University of Denmark
Soon-Thiam Khu
Soon-Thiam Khu Tianjin University
Conor Ryan
Conor Ryan University of Limerick
Paulin Coulibaly
Paulin Coulibaly McMaster University
Rajasekhar Balasubramanian
Rajasekhar Balasubramanian National University of Singapore
Allen P. Davis
Allen P. Davis University of Maryland, College Park
Roger Alexander Falconer
Roger Alexander Falconer Cardiff University
Ke Zhang
Ke Zhang Hohai University

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