Daniel Gonzalez-Duque

Post Doctoral Scholar at The Ohio State University | Water doctor | Environmental Engineer

[miguelgondu @miguelgondu]

New blogpost alert!

https://t.co/rjT33eRF1y

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.

[Daniel Gonzalez-Duque @DGD042]

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

[Daniel Gonzalez-Duque @DGD042]

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. https://t.co/zpgZDiK59G

[Daniel Gonzalez-Duque @DGD042]

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 @DGD042]

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. https://t.co/obdmdlPU7D

[miguelgondu @miguelgondu]

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: https://t.co/B6km81sdAj

[Daniel Gonzalez-Duque @DGD042]

@WRadioColombia @NobelPrize Quiero agradecer y felicitar al equipo de @WRadioColombia, en especial a @JuanPabloCalvas, por esta gran y profunda entrevista con el Premio Nobel de Literatura 2023, Jon Fosse.

[miguelgondu @miguelgondu]

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! https://t.co/cct033S8NN

[Brandon Dugan @brandondugan]

If you haven’t submitted your AGU abstract yet 👇👇👇👇👇👇you still have time #offshoregroundwater

[Daniel Gonzalez-Duque @DGD042]

@paigeinabook94 Congrats!!

[Daniel Gonzalez-Duque @DGD042]

I look forward to convening this session with Mark Person, @MicallefAaron , Alex Mayer, and @brandondugan.

#AGU23 #groundwater #offshore

@theAGU

[Daniel Gonzalez-Duque @DGD042]

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: https://t.co/ymUuzibP0H

[Daniel Gonzalez-Duque @DGD042]

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.

[miguelgondu @miguelgondu]

I defended my PhD!

[Vanessa Garayburu-Caruso @Vanessa__GC]

Save the date! GW-SW mixer at #AGU22. Join us (@paigeinabook94, @DGD042, Saubhagya & me) at our final event for the session.@theAGU

[Daniel RuizCarrascal @RuizCarrascalD]

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 @DGD042]

@tswifterastour We are looking for 2 tickets for any day in Nashville!

[Dr. Kimberly Van Meter @VanmeterKVM]

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 @DGD042]

@_TrevorC "Dark Matter" by Blake Crouch

[Daniel Gonzalez-Duque @DGD042]

@TMFanSupport @TS13ontour @Ticketmaster And now that we could get back into the queue, there are no tickets available...

[Daniel Gonzalez-Duque @DGD042]

@TMFanSupport Thanks for this @TMFanSupport, we waited for 5 hours in a queue to not be able to buy the tickets. @TS13ontour @Ticketmaster