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.
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
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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Daniel Gonzalez-Duque retweeted
Our article 'Two-tiered reconstruction of Late Pleistocene to Holocene changes in the freezing level height in the largest glacierized areas of the Colombian Andes' is now available at:
link.springer.com/article/10…
@IsaRpoC1 @DGD042 #paramos #Andes #PolekaKasueMountainObservatory
Daniel Gonzalez-Duque retweeted
Our research in the northern Andes will be presented in the oral session GC51B - Changes and Impacts of Climate Variability in South America I at the forthcoming American Geophysical Union Fall Meeting agu.confex.com/agu/fm21/meet… #mountains #climate #Andes
Daniel Gonzalez-Duque retweeted
Después de casi un año de trabajo en la @UniversidadEIA , ya tenemos listo en @energeia_col nuestro atlas de brillo y radiación solar para Colombia. Para nosotros, esta es una herramienta vital para el desarrollo de los prosumidores de energía en Colombia.
Daniel Gonzalez-Duque retweeted
Now available 2-year hourly records of near-surface air temp, RH and dew point at two locations: Valle Lunar at 4,359 m (top) and Glaciar Nereidas at 4,830 m (bottom) #PolekaKasueMountainObservatory Los Nevados Natural Park, Colombia @climatesociety @UniversidadEIA
Daniel Gonzalez-Duque retweeted
Monitoring ecological change during rapid socioeconomic&political transitions: Col ecosystems in post-conflict era sciencedirect.com/science/ar…
Daniel Gonzalez-Duque retweeted
Obama’s chief science adviser rates Trump on climate: "It’s a crock, scientifically" thkpr.gs/8dbe3a143473
Daniel Gonzalez-Duque retweeted
We're releasing OpenAI Baselines, reliable implementations of RL algorithms. Today: DQN & 3 variants: blog.openai.com/openai-basel…
Daniel Gonzalez-Duque retweeted
Scientists were kicked off an EPA advisory panel to make room for industry
We talked to them & they're steamed goo.gl/Od6473
Daniel Gonzalez-Duque retweeted
Clouds complicated to model because we need one equation to describe this #EarthExpedition #askNASA
