All Stories

  1. Closure to “Runoff Estimation by Machine Learning Methods and Application to the Euphrates Basin in Turkey” by Abdullah Gokhan Yilmaz and Nitin Muttil

    Article • Journal of Hydrologic Engineering, July 2015, American Society of Civil Engineers (ASCE)

    Dr Nitin Muttil

  2. Discussion of “Runoff Estimation by Machine Learning Methods and Application to the Euphrates Basin in Turkey” by Abdullah Gokhan Yilmaz and Nitin Muttil

    Article • Journal of Hydrologic Engineering, July 2015, American Society of Civil Engineers (ASCE)

    Dr Nitin Muttil, Professor Ozgur Kisi, Dr Ozgur Kisi

  3. Infilling of Rainfall Information Using Genetic Programming

    Article • Aquatic Procedia, January 2015, Elsevier

    Dr Nitin Muttil

  4. Optimal design of rain gauge network in the Middle Yarra River catchment, Australia

    Article • Hydrological Processes, December 2014, Wiley

    Dr Nitin Muttil

  5. Application of West Java water sustainability index to Citarum catchment in West Java, Indonesia

    Article • Water Science & Technology Water Supply, August 2014, IWA Publishing

    Dr Nitin Muttil

  6. Runoff Estimation by Machine Learning Methods and Application to the Euphrates Basin in Turkey

    Article • Journal of Hydrologic Engineering, May 2014, American Society of Civil Engineers (ASCE)

    Dr Nitin Muttil, Professor Ozgur Kisi

  7. Comparative Study of Bond Strength of Formaldehyde and Soya based Adhesive in Wood Fibre Plywood

    Article • Procedia Materials Science, January 2014, Elsevier

    Dr Nitin Muttil

  8. Monthly flow forecast for Mississippi River basin using artificial neural networks

    Article • Neural Computing and Applications, May 2013, Springer Science + Business Media

    Dr Nitin Muttil

  9. Rainfall trend and its implications for water resource management within the Yarra River catchment, Australia

    Article • Hydrological Processes, May 2012, Wiley

    Dr Nitin Muttil

  10. Testing the structure of a hydrological model using Genetic Programming

    Article • Journal of Hydrology, January 2011, Elsevier

    Dr Nitin Muttil

  11. Prediction of algal blooms using genetic programming

    Article • Marine Pollution Bulletin, October 2010, Elsevier

    Dr Nitin Muttil

  12. Shuffled Complex Evolution model calibrating algorithm: enhancing its robustness and efficiency

    Article • Hydrological Processes, November 2008, Wiley

    Dr Nitin Muttil

  13. Data mining and multivariate statistical analysis for ecological system in coastal waters

    Article • Journal of Hydroinformatics, October 2007, IWA Publishing

    Dr Nitin Muttil

  14. Machine-learning paradigms for selecting ecologically significant input variables

    Article • Engineering Applications of Artificial Intelligence, September 2007, Elsevier

    Dr Nitin Muttil

  15. Neural network and genetic programming for modelling coastal algal blooms

    Article • International Journal of Environment and Pollution, January 2006, Inderscience Publishers

    Dr Nitin Muttil

  16. Genetic programming for analysis and real-time prediction of coastal algal blooms

    Article • Ecological Modelling, December 2005, Elsevier

    Dr Nitin Muttil

  17. Discharge Rating Curve Extension – A New Approach

    Article • Water Resources Management, October 2005, Springer Science + Business Media

    Dr Nitin Muttil

  18. Superior Exploration–Exploitation Balance in Shuffled Complex Evolution

    Article • Journal of Hydraulic Engineering, December 2004, American Society of Civil Engineers (ASCE)

    Dr Nitin Muttil

  19. ARE COMPLEXES IN SCE-UA NECESSARY?

    Article • June 2004, World Scientific Pub Co Pte Lt

    Dr Nitin Muttil

  20. A NEW APPROACH TO EXTENSION OF RATING CURVE

    Article • June 2004, World Scientific Pub Co Pte Lt

    Dr Nitin Muttil

  21. PHYSICALLY INTERPRET ABLE RAINFALL-RUNOFF MODELS USING GENETIC PROGRAMMING

    Article • June 2004, World Scientific Pub Co Pte Lt

    Dr Nitin Muttil

  22. SEA: A ROBUST EVOLUTIONARY ALGORITHM FOR RAINFALL-RUNOFF MODEL CALIBRATION

    Article • July 2002, World Scientific Pub Co Pte Lt

    Dr Nitin Muttil

  23. GENETIC PROGRAMMING: A NEW PARADIGM IN RAINFALL RUNOFF MODELING

    Article • JAWRA Journal of the American Water Resources Association, June 2002, Wiley

    Dr Nitin Muttil

  24. GENETIC PROGRAMMING AND ITS APPLICATION IN REAL-TIME RUNOFF FORECASTING

    Article • JAWRA Journal of the American Water Resources Association, April 2001, Wiley

    Dr Nitin Muttil

  25. IMPROVED ROBUSTNESS AND EFFICIENCY OF THE SCE-UA MODEL-CALIBRATING ALGORITHM

    Article • World Scientific Pub Co Pte Lt

    Dr Nitin Muttil