NISCHAL KAFLE

๐Ÿ‘จโ€๐ŸŽ“ Ph.D. Candidate | ๐ŸŒง๏ธ Hydrologist | ๐Ÿง  Extreme Value Analyst | ๐Ÿ Pythonista

University of Memphis logo University of Memphis | ๐ŸŒ From the high mountains of Nepal

๐Ÿ“ซ nkafle@memphis.edu | nkafle.29@gmail.com

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About Me

I am a Ph.D. candidate in Civil Engineering at the University of Memphis, specializing in stochastic hydrology, meteorology, and engineering designs. My PhD research aims to enhance the understanding and modeling of extreme rainfall, particularly short-duration for urban infrastructure design, climate resilience and flood risk management.

Advisor: Dr. Claudio Meier

Descriptive text
"Science, to me, is a process of decoding the unseen, especially where water and uncertainty meet." โ€“ Nischal Kafle

๐Ÿงช Current Research Areas & Highlights (Click to Expand)

๐Ÿ“ฆ nsEVDx Python Library...
Open-source Python package for modeling non-stationary extreme value distributions โ€“ View on GitHub
๐Ÿ“Š Trend detection in extreme rainfall...
Using Bayesian and frequentist approaches for trend detection in rainfall extremes.
๐ŸŒฆ๏ธ Remote Sensing + ML...
Integrating Remote Sensing and Transformers for drought and flood prediction.
๐Ÿ” Neighborhood-based Trend Detection...
A novel spatial method to enhance our ability to detect trend in extreme rainfall (Submitted)
๐Ÿ“ˆ Effect of Minimum Interevent Time (MIT)...
Evaluating the effect of MIT choices on regional DDF curves (Submitted)
๐ŸŽฏ Extracting Spatially Independent Partial Duration Series...
Using radar reflectivity and simplified storm motion to extract spatially independent rainfall maxima (AGU 2024, manuscript in prep)
โ›… Rainfall Disaggregation with Transformers...
Disaggregating daily rainfall to sub-daily (n-minute) using transformers (In preparation)
๐Ÿ›ฐ๏ธ Impact of Rain-Gauge Network Density on DDFs...
Studying how spatial/temporal resolution of rain-gauge network affect the DDF estimates (AGU & ASCE-EWRI 2024)
๐Ÿ™๏ธ Urban Flood Modeling โ€“ Memphis...
Simulated flood events in the underserved South Memphis neighborhood using PCSWMM ; Created flood maps & animations for city planning.
Participated in community meetings, informing over 60 residents about flood risks and preparedness
๐Ÿ“‰ GCM Bias Correction & Downscaling...
Compared various statistical methods (e.g., QM, DQM, UQM) in Chilean basins under climate change scenarios
๐Ÿง˜ Non-dualistic Vedanta (Advaita)...
Investigating "Who is the Seer and what is actually Seen?" through personal experiments
Examining and experimenting with the logical frameworks mentioned in the Upanishads

๐Ÿ† Recognitions & Awards


๐Ÿ’ผ Professional Experience

Gazetted Officer โ€“ Water Resources Engineer

Ministry of Irrigation, Department of Irrigation, Nepal | Aug 2015 โ€“ Aug 2021

Consulting Engineer, Project Manager & GIS Expert

Bright Future International Pvt. Ltd. | Dec 2014 โ€“ Jul 2015


CV

๐Ÿ“„ my CV

๐ŸŒ Personal Website

๐Ÿ’ฌ Open to research and collaboration opportunities


๐Ÿ“š References

Available upon request !

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