I am from Nepal and currently working as Research Scientist in CSIRO (Commonwealth Scientific and Industrial Research Organization) in Melbourne, Australia. Before that I had 13 months of post doctoral position in UNESCO-IHE Institute for Water Education, Delft, Netherlands. My background is civil engineering and graduated from Institute of Engineering, Pulchowk campus in 1996. Read more....

My research interests are:

• Hydrological modelling, forecasting
  
• Risk and uncertainty analysis of hydrological models
  
• Machine learning, data driven modelling
• Application of artificial neural networks, support vector machines to rainfall-runoff modelling
• Instance based leaning and its application
• Model trees
• Fuzzy logic, etc.
• Bayesian networks and its application in hydrological models
• Chaos and non-linear dynamics
• Global and random search optimisations
• Multi objectives optimisations
  
• Committee machines and boosting techniques for improvement of performance of hydrological models
• Hidden Markov mixture of models
  

Click here for my CV
Click here for my publications overview

You can also find some useful tools, tips, links and other stuff in my homepage.
Please feel free to send me any thoughts or feedback you may have to improve this site.

Thank you for visiting my homepage. I hope that you'll find something interesting on this Home Page and come again !!!

---

This page has been visited times since 6 October 2008.