@WHUT

whut's happening? → Earth Sci 🌏 Mathematical GeoEnergy (Wiley/AGU, 2019) 🌊 https://xitter.cf/t.co/IGGOHc2YC1 https://xitter.cf/t.co/v9iiFNoYzq https://xitter.cf/t.co/yRLENDmtu5

 heart of @ilhan -- MN 5th !
GeoEnergyMath.com
Joined March 2008
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🌊Mathematical GeoEnergy 🌎 Our new book on crude oil depletion, renewable energy, and climate science wiley.com/en-us/Mathematical…
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An LLM is excellent at matching mathematical patterns. Climate & atm scientists can't be bothered with the fact that the QBO matches toroidal MHD physics. Why? Because that's not their wheelhouse, yet Claude thrives in going deep. pukpr.github.io/gem-lte-core…

GEM-LTE and magnetohydrodynamics: a supplementary view

GEM-LTE refactored core

pukpr.github.io
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Geophysicsts too. Consider the Chandler wobble of the Earth's axis, it was 3 years ago that ChatGPT could root out the electromagnetic dynamic equivalent forcing. Will see what Claude has to say about this now. geoenergymath.com/2023/03/26…

Does GPT understand geophysics?

Not sure what version of ChatGPT is being used on my browser at the present time, but I created a couple of GPT prompts (essentially queries) and compared and contrasted the results, and against ex…

geoenergymath.com
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Origin of the seed. Climate manifold is a hidden layer. Seed is the tidal forcing. Solving El Nino is decryption. Bigger than the Navier-Stokes millenium problem geoenergymath.com/2026/09/18…

The Winding Scalogram

Explore the innovative winding scalogram: a novel tool for analyzing non-autonomous systems and their responses to tidal forcing.

geoenergymath.com
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For those interested in origins of a nor'easter, some of this is tidal
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Autumn is the feeling of putting on trousers after wearing shorts all summer.
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Note that what happens with all climate behaviors, is that they are constrained by stratification - from El Nino, a stratified thermocline, to QBO, winds in the STRATOsphere, you won't get totally chaotic motion, as the buoyancy suppresses filamentation. pubs.aip.org/aip/pof/article…

Extended shallow-water theories with thermodynamics and geometry

Driven by growing momentum in two-dimensional geophysical flow modeling, this paper introduces a general family of “thermal” rotating shallow-water models. The

pubs.aip.org
@Puͣkiͧte̍.com 🇱🇻@WHUT4 Nov 2021
Strangest finding in the math of fluid dynamics. This paper claims that buoyant interfaces prevent filamentation -- "stratification seems responsible for halting its development, possibly by introducing a high-wavenumber instability cutoff" Like this on the right:
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youtu.be/GORzhOH3NMs Only so much oil in the ground - ToP

Only so Much Oil in the Ground

Provided to YouTube by Warner RecordsOnly so Much Oil in the Grou...

youtube.com
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Is this truly astounding? Just diverting the energy used to extract and process crude oil is enough to drive an EV.
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Engineering riddle: Have a clamp meter that only has resolution to 0.1A. An AC fan does not budge above 0 when tested. How to measure power draw more accurately?
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Wondering Willis is using AI to fool people he is doing work
Roo Bar@roobar1984Jun 23
Replying to @WEschenbach @Faktantarkast10 @ctindale
You’ve gone to lot of work to criticize the study. Good for you. But you have not invalidated the physiological response of the human body to high temperatures and humidity over extended periods of time. You die.
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This is apparently considered a "wrong post" by the moderator, because it exposes the truth (i.e. Peak Oil), and can't have that. ...nope says the gatekeeper.
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Earth day and Mark Twain, a deep seek:
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"Humans abandon wikis because the maintenance burden grows faster than the value." -- Karpathy Circa 1997-98, I added a wiki to our workplace network. Tried to put in process stuff, instructions, etc. It was a pain. Now I use copilot to help github.com/pukpr/GEM-LTE/wik…

Home

GeoEnergyMath Laplaces Tidal Equation modeling and fitting software - pukpr/GEM-LTE

github.com
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Replying to @RandyPaul51
@RandyPaul51 I had to quote tweet a reply because the "vitt" account just blocked me. I published the Chandler wobble model in 2019. They know, but can't debunk the model so remain silent. Ask any LLM to explain Pukite’s Chandler wobble model. agupubs.onlinelibrary.wiley.…

Geophysical Energy

Kinetic energy from the Earth's internal state, both from potential tectonic activity and from its rotational velocity, may not be easily harnessed, yet it yields enough interesting variability that...

agupubs.onlinelibrary.wiley.com
Tom Sawyer@RandyPaul51Apr 11
Replying to @WHUT @FrankWCE1992 @vitt2tsnoc
Who Says NASA “Refuses to accept”?
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In the past 2 hours, I asked the pro version of Perplexity LLM to create an interactive version of my Chandler wobble model, guiding it twice, to get the actual data and optimize against the phases and amplitudes. Placed it on GitHub Pages as well pukpr.github.io/ChandlerWobb…
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Oceanographers haven't figured out that multiannual variations in mean sea-level are due to tidal forces. A magnum opus: geoenergymath.com/2026/04/11…

GEM-LTE modeling

Explore the February 2026 GEM-LTE cross-validation experiments detailing tidal modeling, sea level predictions, and climate index evaluations.

geoenergymath.com
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Milankovitch cycles science.org/doi/10.1126/scie…

Distinct roles for precession, obliquity, and eccentricity in Pleistocene 100-kyr glacial cycles

Identifying the specific roles of precession, obliquity, and eccentricity in glacial-interglacial transitions is hindered by imprecise age control. We circumvent this problem by focusing on the...

science.org
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eos.org/research-spotlights/…

How Internal Waves Transport Energy Thousands of Miles Across the Ocean - Eos

For the first time, researchers model energy fluxes from these large-scale underwater waves in and around the Southern Ocean.

eos.org
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eos.org/research-spotlights/… "The majority—more than 80%—of the internal wave flux is powered by the tides. In contrast, wind-driven waves carry just 1%–3% as much energy but move in the opposite direction—equatorward—partially offsetting the net poleward flux"

How Internal Waves Transport Energy Thousands of Miles Across the Ocean - Eos

For the first time, researchers model energy fluxes from these large-scale underwater waves in and around the Southern Ocean.

eos.org
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When are #LLM, #ChatGPT, #Claude, #OpenAI, #DeepSeek, #Grok, #Gemini, #Perplexity, #ML, #AI, #CoPilot, #Antigravity , #GammaAI, #Llama, #Mistral, #xAI, #Google, #Kimi, #Meta going to take this challenge on? It will be a breakthrough in science discovery. github.com/pukpr/ChandlerWob…

GitHub - pukpr/ChandlerWobble: Mathematical Geoenergy treatment of Chandler wobble mechanism

Mathematical Geoenergy treatment of Chandler wobble mechanism - pukpr/ChandlerWobble

github.com
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This guy is named Lunar but does not realize that the synching of QBO reversals is due to wavenumber=0 lunar draconic cycles stroboscopically modulated by annual impulses. If he pointed this out, we can rename the phenomenon after him, right @grok?
Benjamin Lunar@BenjaminLu44626Jan 15
Replying to @PaulRoundy1
The QBO is currently in a similar state to early 1982 and early 2015 (both years of very strong El Nino's that had a big ridge in the East November/December). Is that by itself enough to suggest a similar late 2026 outcome (75% or higher chance) if there is a strong El Nino?
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