Post Doctoral Scholar at The Ohio State University | Water doctor | Environmental Engineer
Nashville, TN
Joined April 2016
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Daniel Gonzalez-Duque retweeted
New blogpost alert!
miguelgondu.com/blogposts/20…
I've been trying to map the field of high-dimensional Bayesian optimization.
Here's a brief introduction, and the blogposts that follow will dive deeper and provide code examples.
Mountains are vital water sources that continuously replenish lowland aquifers. We present a novel approach to characterize the nested nature of flow along mountain systems by combining groundwater models and Magnetotelluric geophysical surveys. agupubs.onlinelibrary.wiley.…
This publication is a collaboration between me (@DGD042), Jesus Gomez-Velez (@jesusgomezvelez), Mark Person, Shari Kelley, Kerry Key, and Dolan Lucero. Also, this work would not have been possible without the support from the @theAGU 𝐇𝐨𝐫𝐭𝐨𝐧 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐆𝐫𝐚𝐧𝐭
Meanders are ubiquitous features that regulate water quality along rivers. We explored their hydrodynamics and potential to act as net nitrate sources or sinks. Our insights are critical to river corridor science and can guide river restoration strategies. agupubs.onlinelibrary.wiley.…
This publication is a collaboration between me (@DGD042), Jesus Gomez-Velez (@jesusgomezvelez), Jay Zarnetske (@Hydro_DoctorJ), Xingyuan Chen, and Tim Scheibe (@ScheibeTim)
Daniel Gonzalez-Duque retweeted
Are you fitting high-dimensional Gaussian Processes?
Remember to include a good prior for your lengthscales. It's essential for guiding your optimization.
Here's a blogpost about when and why GP regression fails to fit in high dimensions: miguelgondu.com/blogposts/20…
Daniel Gonzalez-Duque retweeted
I have been meaning to write about Bayesian Optimization (e.g. GPs on manifolds, high-dimensional BO, and so on), but I always found myself starting with the basics... so I decided to write an intro to BO using GPyTorch and BoTorch.
Here it is! miguelgondu.com/blogposts/20…
Daniel Gonzalez-Duque retweeted
If you haven’t submitted your AGU abstract yet 👇👇👇👇👇👇you still have time #offshoregroundwater – at Stockholm, Sweden
WE ARE NOW ACCEPTING ABSTRACTS! Consider submitting your abstract to the first annual inland brackish and offshore freshened groundwater resources session for AGU Fall Meeting 2023! The deadline is the 2nd of August 2023.
Submit your abstract here: agu.confex.com/agu/fm23/prel…
We seek abstracts that look into new developments in unconventional water resources, from using #geophysical exploration methods to #mathematical #modeling and well bore data to understand better the mechanisms and environmental impacts of developing these resources.
I look forward to convening this session with Mark Person, @MicallefAaron , Alex Mayer, and @brandondugan.
#AGU23 #groundwater #offshore
@theAGU
Daniel Gonzalez-Duque retweeted
I defended my PhD!
PhD Defence by Miguel González-Duque @miguelgondu on “Probabilistic Modeling for Game Content Creation and Adaption” happening now 👾@ITUkbh
Daniel Gonzalez-Duque retweeted
Updated time series of daily near-surface air temperatures in Alfombrales #PolekaKasueMountainObservatory, Colombia. N=2,550 readings (08-24-2015 to 08-16-2022). Tmin,min=-3.3°C; Tmax,max=+16.0°C; Long-term Tmean=+4.4°C.
Daniel Gonzalez-Duque retweeted
I am recruiting PhD students to start in my group in Summer or Fall 2023 to work on multiple funded projects. If you're interested in water quality, climate, reservoirs, wetlands and/or nature-based solutions, contact me! @psugeography @PSUEarth #VanMeterLab
Daniel Gonzalez-Duque retweeted
Not only does La Niña continue, but it’s likely that a La Niña three-peat will happen this winter too with chances over 70%. If it happens, this will be only the third time with three La Niña winters in a row in our 73-year record. @NWSCPC
climate.gov/news-features/bl…
Daniel Gonzalez-Duque retweeted
Did you know you can download your Overleaf projects using git, and then write your papers using VSCode? This extension is amazing, and being able to edit Overleaf documents with it is game-changing.
overleaf.com/learn/how-to/Us…
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NOW ACCEPTING GW-SW INTERACTIONS ABSTRACTS! Consider submitting your abstract to the 14th Annual Groundwater Surface-water Interactions session for AGU Fall Meeting 2022!
Submit your abstract here: agu.confex.com/agu/fm22/prel…
We are seeking abstracts from a range of topics, including #headwaters to #coasts, #biogeochemical processes, physical transport, natural- and human- stressors on the GW-SW interface, and #ModEx. We hope to have presenters from diverse backgrounds as well.
Looking forward to convening this session with Saubhagya Rathore, @paigeinabook94, and
@Vanessa__GC
this year!
#hydrology #ecohydrology #groundwater #surfacewater #H3S #AGU22
@theAGU
@AGU_H3S
@Hydrology_AGU