Nikunj Mangukiya (@nikk_mn) 's Twitter Profile
Nikunj Mangukiya

@nikk_mn

PhD Research Scholar @iitroorkee.

Hydrological Modeling | Flood Risk | Deep Learning | AI & ML | Water Resources | Positive Thinker

ID: 3296744712

linkhttps://sites.google.com/view/nikunj-mangukiya calendar_today27-07-2015 04:09:16

41 Tweet

184 Followers

190 Following

Dr. Ashutosh Sharma (@ashutoshhydro) 's Twitter Profile Photo

Curious about how Deep Learning can enhance streamflow predictions in India? Our latest paper explores DL-based streamflow predictions for 55 hydrologically-distinct watersheds across the country. Check it out! Chaopeng Shen Dr. Nikunj Mangukiya Hydrology Department, IIT Roorkee onlinelibrary.wiley.com/doi/full/10.10…

Nikunj Mangukiya (@nikk_mn) 's Twitter Profile Photo

I'm glad to be a member of the #RWC2024 Volunteering Team. It was an incredible four days filled with insightful conversations with dignitaries and other academics, perhaps leading to long-term friendships and collaborations.

Nilay Dogulu (@dogulunilay) 's Twitter Profile Photo

We are looking for your participation in the survey “AI/ML in the #Hydrology Community” – a joint initiative by #UNESCO #IHP & its EURO-FRIEND Project-3. Link to the survey: forms.office.com/e/5bkkBypXgP Please share widely! #hydrologyML #hydrologyAI #AIMLhydrology

We are looking for your participation in the survey  “AI/ML in the #Hydrology Community” – a joint initiative by #UNESCO #IHP & its EURO-FRIEND Project-3. Link to the survey: forms.office.com/e/5bkkBypXgP Please share widely! #hydrologyML #hydrologyAI #AIMLhydrology
Dr. Ashutosh Sharma (@ashutoshhydro) 's Twitter Profile Photo

We're hosting an #AGUFallMeeting session on #Freshwater ecosystems in Asia-Pacific! Submit your abstract on services, vulnerabilities, & conservation strategies by 31 July to join the discussion! More info: agu.confex.com/agu/agu24/prel… SUMIT SEN Pratik Singh Thakuri

We're hosting an #AGUFallMeeting session on #Freshwater ecosystems in Asia-Pacific! Submit your abstract on services, vulnerabilities, & conservation strategies by 31 July to join the discussion! More info: agu.confex.com/agu/agu24/prel… 
<a href="/SUMITSE14587600/">SUMIT SEN</a> <a href="/ThakuriPratikS/">Pratik Singh Thakuri</a>
Nikunj Mangukiya (@nikk_mn) 's Twitter Profile Photo

Excited to share our published work on a ML-based multi-model ensemble framework that can extrapolate beyond the training range for fast flood inundation mapping! Check it out: authors.elsevier.com/c/1jTuq_V24KgJ… Thanks to my PhD supervisor Dr. Ashutosh Sharma Dept. of Hydrology IIT Roorkee

Excited to share our published work on a ML-based multi-model ensemble framework that can extrapolate beyond the training range for fast flood inundation mapping! Check it out: authors.elsevier.com/c/1jTuq_V24KgJ…

Thanks to my PhD supervisor <a href="/AshutoshHydro/">Dr. Ashutosh Sharma</a>
<a href="/doh_iitr/">Dept. of Hydrology</a> <a href="/iitroorkee/">IIT Roorkee</a>
Nikunj Mangukiya (@nikk_mn) 's Twitter Profile Photo

Excited to share my research published in WRR! We developed a DL approach for daily flow simulations from aggregated or intermittent observations. Read more: doi.org/10.1029/2024WR… A huge thanks to my supervisor, Dr. Ashutosh Sharma Hydrology Department, IIT Roorkee IIT Roorkee

Dr. Ashutosh Sharma (@ashutoshhydro) 's Twitter Profile Photo

Research Positions Available! Multiple RA & JRF (convertible to PhD) positions are open in my group at IIT Roorkee. Research areas: hydrological modeling, ML-based simulations, & water resources management. 📩 [email protected]

Dr. Ashutosh Sharma (@ashutoshhydro) 's Twitter Profile Photo

Happy to share that CAMELS-IND has surpassed 3,000 downloads in under 3 months! 🚀 We’re eager to learn about how you’re using the data. If you've used it, let us know, and we’ll proudly feature it on our Data page: sites.google.com/view/ecohydrol…

Happy to share that CAMELS-IND has surpassed 3,000 downloads in under 3 months! 🚀 We’re eager to learn about how you’re using the data. 

If you've used it, let us know, and we’ll proudly feature it on our Data page: sites.google.com/view/ecohydrol…
Dr. Ashutosh Sharma (@ashutoshhydro) 's Twitter Profile Photo

Exciting news! Our paper on CAMELS-IND data is finally published! Key features of the data: ✅ Standard CAMELS format 🌊 472 catchments covered ☁️ 19 hydrometeorological variables 📊 211 catchment attributes 📆 40+ years (1980-2020) 📥 3,000+ downloads essd.copernicus.org/articles/17/46…

Exciting news! Our paper on CAMELS-IND data is finally published! 

Key features of the data:
✅ Standard CAMELS format
🌊 472 catchments covered
☁️ 19 hydrometeorological variables
📊 211 catchment attributes
📆 40+ years (1980-2020)
📥 3,000+ downloads

essd.copernicus.org/articles/17/46…
Nikunj Mangukiya (@nikk_mn) 's Twitter Profile Photo

Today, I completed my PhD in Hydrology from IIT Roorkee. My thesis focused on DL-based models for streamflow prediction in human-influenced watersheds and flood risk assessment in ungauged regions. Special thanks to my advisor Prof. Dr. Ashutosh Sharma 🎓Officially Dr. Nikunj!

Today, I completed my PhD in Hydrology from <a href="/iitroorkee/">IIT Roorkee</a>.

My thesis focused on DL-based models for streamflow prediction in human-influenced watersheds and flood risk assessment in ungauged regions.

Special thanks to my advisor Prof. <a href="/AshutoshHydro/">Dr. Ashutosh Sharma</a> 

🎓Officially Dr. Nikunj!
Nikunj Mangukiya (@nikk_mn) 's Twitter Profile Photo

We developed a physically interpretable differentiable model for regulated catchments by integrating reservoir dynamics and addressing reservoir-specific data limitations using satellite-based indirect observations. Dr. Ashutosh Sharma IIT Roorkee Dept. of Hydrology agupubs.onlinelibrary.wiley.com/doi/10.1029/20…