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Quitobaquito Springs in south-west Arizona has been called a biological wonderland with few equals.
The springs are an oasis in the vast Sonoran desert along the US-Mexico border, held sacred by the O’odham people, who call it A’al Vaipia.
Here, water flows out of an aquifer at the bottom of a hill, runs along a short concrete channel and collects in a pond.
The pond is home to Sonoyta pupfish, which are small and silvery, with upturned jaws.
In the channel are found …

@mpsgoettingen@academiccloud.social
2026-06-25 13:35:47

#PhDCongratulations!!! 🥳 As the 250th graduate of the @…, Ilse de Langen successfully defended her thesis today. Title: Modelling Magnetic Induction and Lorentz Force-Driven Flows in Europa’s Subsurface Ocean

Ilse de Langen with doctoral hat
Examination Board
Thesis Advisory Committee
From left to right: Sonja Schuh (IMPRS Scientific Coordinator), Ilse de Langen (250th IMPRS graduate), Sami K. Solanki (former IMPRS Spokesperson)
@EgorKotov@datasci.social
2026-06-23 19:20:07

#rstats mapgl is now on CRAN with flowmaps support! As previewed at #MobileTartu (Mobility Lab, University of Tartu) and Association of Geographic Information Laboratories in Europe (#AGILE) conferences! (Video by Kyle Walker). Backend is Flowmap.gl

Mobility flows map with automatic clustering in zoom and animation.
@arXiv_physicsfludyn_bot@mastoxiv.page
2026-07-23 07:56:59

Sidewall effects on the onset of interfacial Holmboe waves in stratified exchange flows at high Schmidt number
Guilherme Siqueira de Aquino, Metten M. de Lange, Adrien Lefauve, Matias Duran-Matute
arxiv.org/abs/2607.19565 arxiv.org/pdf/2607.19565 arxiv.org/html/2607.19565
arXiv:2607.19565v1 Announce Type: new
Abstract: Predicting the onset of interfacial instabilities is central to understanding turbulent mixing in natural and engineered stratified shear flows. Here, we study the onset of travelling Holmboe waves in confined exchange flows along a slope. Earlier stratified inclined duct experiments have mapped this transition, and stability analyses based on measured or prescribed profiles have explained their emergence. However, a predictive criterion linking forcing, geometry, base flow, and wave onset was still lacking. We closed this gap with a long-duct, sharp-interface asymptotic theory for the three-dimensional laminar exchange flow, including the effects of sidewall friction. The resulting analytical solution naturally identifies a confinement-adjusted Froude number, $Fr^*$, which unifies the effects of forcing and confinement into a single measure of the effective laminar exchange flow. Using this solution to parameterise sidewall drag in a practical width-averaged model, we perform linear stability analyses and numerical simulations at high Schmidt number. Together, linear stability analysis, direct numerical simulations, and existing experiments across a range of duct widths show that wave onset is accurately predicted by an approximately constant critical value of $Fr^*$. Deviations arise only in very narrow ducts, where sidewalls influence instability not only by modifying the laminar exchange flow but also by directly damping perturbations and delaying wave onset. These findings provide a predictive criterion for wave onset, reconcile long-standing discrepancies among experimental configurations, and establish lateral confinement as a fundamental control on the transition from laminar exchange to wave-driven mixing in stratified shear flows.
toXiv_bot_toot

@mpsgoettingen@academiccloud.social
2026-06-23 06:58:12

#PhDCongratulations!!! 🥳🥳🥳Neelanchal Joshi of the #IMPRS #SolarSystemSchool successfully defended his thesis “Measuring multiscale solar flows using local correlation t…

Neelanchal Joshi in his doctoral hat
Neelanchal Joshi and the examination committee
@michabbb@social.vivaldi.net
2026-08-16 21:45:24

🔐 Logged-in flows use a persistent browser profile locally or Playwright storageState JSON in CI; stepshots patch amends existing bundles with manually captured steps for one-shot flows
🤖 stepshots mcp serves the recording workflow over #MCP on stdio so AI agents can call get_schema, list_tutorials, record, verify and upload

@fanf@mendeddrum.org
2026-07-19 17:42:02

from my link log —
Modelling BBR's interactions with traditional TCP loss-based congestion control.
blog.apnic.net/2020/01/24/mode
saved 2020-01-25 …

@nerdsitu@datasci.social
2026-06-01 08:08:37

New NERDS paper on drug traffic and migration
nerds.itu.dk/2026/06/01/nerds-

Change in domestic immigration comparing migration flows between the periods 2010–2015 and 2015–2020. Source: Authors’ own calculations. Note: Nodes represent municipalities, and links represent migration flows. Node colour indicates changes in migration flows between periods (green: increase, yellow: no change, orange: moderate decline, red: strong decline). The layout is topological rather than georeferenced to visualise changes in connectivity rather than geographic proximity.
@arXiv_physicsfludyn_bot@mastoxiv.page
2026-07-23 08:11:44

Discrete Boltzmann model at Burnett level for compressible multicomponent flows under external forces
Demei Li, Huilin Lai, Chuandong Lin, Suni Chen
arxiv.org/abs/2607.20029 arxiv.org/pdf/2607.20029 arxiv.org/html/2607.20029
arXiv:2607.20029v1 Announce Type: new
Abstract: This work extends the Burnett-level discrete Boltzmann model (DBM) from single-component to multicomponent compressible flows under external forces, building on the fundamental framework of the high-precision discrete kinetic method. A high-isotropy 25-discrete-velocity set is adopted to guarantee numerical stability and spatial symmetry, while a rigorous moment-matching strategy is developed to construct the equilibrium distribution function and external force term. Different from the single-component counterpart, the present model intrinsically incorporates interspecies mass diffusion effects and multi-component thermodynamic nonequilibrium behaviors, which are critical for complex compressible multicomponent systems. The Chapman--Enskog expansion verifies that the proposed model can exactly recover the Burnett-level governing equations for forced multicomponent compressible flows in the continuum limit. Five canonical benchmark cases, including multicomponent mass diffusion, compressible Sod shock tube, thermal Couette flow, Kelvin--Helmholtz instability, and Rayleigh--Taylor instability, are systematically performed. Numerical results demonstrate that the developed Burnett-level multicomponent DBM achieves high accuracy and robustness in capturing both hydrodynamic evolution and multicomponent nonequilibrium characteristics under external forces.
toXiv_bot_toot

@Techmeme@techhub.social
2026-08-10 02:30:38

Sources: Chinese regulators have told banks to back tech companies, but lenders still prefer stable cash flows and profitability over loss-making tech startups (Bloomberg)
bloomberg.com/news/features/20

@EarthOrgUK@mastodon.energy
2026-06-02 09:51:02

Battery Sounds: How Does a Battery Sound in Time-lapse? - Audification: listening to my Enphase AC Battery state of charge and flows #podcast #audification #battery -

@burger_jaap@mastodon.social
2026-06-10 07:25:52

Interesting proposal on splitting the single German bidding zone: joining the North with western Denmark.
What I find appealing about it (alongside the reality of ⚡ flows): a smaller role for national politics, whilst strengthening pan-European planning and independent regulatory oversight.

At an Arkansas school, a boy was hit by the school’s founder and attacked by classmates in a group session the founder led, prompting a complaint and her arrest.
State Money Still Flows: Despite a jail term for the school’s founder, "The Delta Institute for the Developing Brain" continues to operate and Arkansas still sends it public funds.
Unregulated and Growing: BY DESIGN, private schools get little oversight in Arkansas even as new opportunities to receive state m…

@tiotasram@kolektiva.social
2026-07-12 16:28:07

Since it was relevant to a discussion I just had on here and is something most people probably haven't thought about much (unless you've taken one of a handful of philosophy classes), I thought I'd try to lay out a key piece of Descartes' Meditations (#philosophy

@arXiv_nlincd_bot@mastoxiv.page
2026-07-23 08:52:45

Replaced article(s) found for nlin.CD. arxiv.org/list/nlin.CD/new
[1/1]:
- A Mathematical Framework for Linear Response Theory for Nonautonomous Systems
Stefano Galatolo, Valerio Lucarini
arxiv.org/abs/2603.19509 mastoxiv.page/@arXiv_mathDS_bo
- Lagrangian Ellipsoid Diagnostics in Rough Two-Dimensional Synthetic Flows: Aspect-Ratio Saturatio...
Michael Chertkov
arxiv.org/abs/2605.27606 mastoxiv.page/@arXiv_physicsfl
- Universal self-similar evolution of two-dimensional acoustic turbulence in Bose-Einstein condensates
Guillaume Costa, Sergey Nazarenko, Giorgio Krstulovic
arxiv.org/abs/2607.06062 mastoxiv.page/@arXiv_condmatqu
toXiv_bot_toot

@arXiv_physicsfludyn_bot@mastoxiv.page
2026-07-23 08:00:44

Cavitation Acoustic Perturbation Equations: A Computational Framework for Source-Resolved Multiphase Hydroacoustics
Zhi Cheng, Rajeev K. Jaiman
arxiv.org/abs/2607.19567 arxiv.org/pdf/2607.19567 arxiv.org/html/2607.19567
arXiv:2607.19567v1 Announce Type: new
Abstract: This work develops a cavitation-consistent acoustic perturbation framework for predicting sound generation and propagation in cavitating flows. Unlike conventional acoustic perturbation equations for single-phase or weakly compressible flows, the proposed formulation embeds cavitation physics directly into the acoustic equations. The cavitation acoustic perturbation equations (CAPE) incorporate vapor mass transfer, mixture compressibility, and pressure-rate effects within a unified formulation, allowing cavitation-induced noise sources to be resolved in the computational domain. The numerical framework is verified using one-dimensional wave-propagation problems. The solutions become insensitive to further mesh and time-step refinement, the perfectly matched layer suppresses boundary reflections, and the predicted attenuation over a range of source frequencies follows Stokes' sound attenuation law. The framework is then applied to cavitating flow past a circular cylinder and a NACA hydrofoil. The non-cavitating benchmark shows dipole-like radiation associated with unsteady loading, whereas cavitating cases exhibit monopole-like or geometry-modulated radiation caused by volumetric phase change. Source-term analyses identify tonal frequencies associated with vortex shedding, cavity shedding, and collapse-induced excitation. The phase-change terms provide a direct volumetric contribution to the monopole-like source, while localized collapse events appear through amplification of the pressure-rate source. The proposed framework extends acoustic perturbation methods to cavitating multiphase flows and provides an efficient tool for hydroacoustic prediction, source localization, and mechanism analysis in marine and hydraulic applications.
toXiv_bot_toot

@m0les@aus.social
2026-07-11 23:51:17

I do love how reflective the sand gets at low tide (Coolum Beach).

Walking along Coolum Beach while the tide is out. The flat sand is mirror-like as water seeps-out from underground and flows toward the ocean edge while low waves roll the other way over it.
@doktrock@toad.social
2026-06-07 18:27:40

The #Niobrara National Scenic River, northern #Nebraska, at the Hwy 183 bridge. It flows eastward to join with the Missouri.

Looking downstream at a wide, shallow, river with a sandy bed. The shores are tree lined under a blue sky.
Looking upstream at a wide, shallow, river with a sandy bed. Birds flying about. The shores are tree lined under a blue sky.
@simon_brooke@mastodon.scot
2026-08-04 11:04:01

Does anyone know where I can find daily historic #isobar charts for the #UK? I want to study wind flows across #Britain during the three heatwaves we've had so far this year.

@arXiv_mathDS_bot@mastoxiv.page
2026-08-05 07:51:35

From Flows to Maps: Sampling Laws for Attractor Intensity and Bounded-Noise Escape
Jiguang Yu, Louis Shuo Wang
arxiv.org/abs/2608.02933 arxiv.org/pdf/2608.02933 arxiv.org/html/2608.02933
arXiv:2608.02933v1 Announce Type: new
Abstract: Intensity of attraction quantifies the largest amplitude of a persistent bounded disturbance that an attractor can withstand without loss of controlled confinement in its basin. Although intensity has been formulated separately for flows and maps, its behavior under temporal sampling has remained unresolved. We establish an explicit correspondence between the intensity $\mu(A)$ of a continuous-time attractor and the intensity $\mu_h(A)$ of its exact time-$h$ map. For an $L$-Lipschitz vector field, \[ \frac{\mu(A)}{1 Lh} \leq \frac{\mu_h(A)}{h} \leq \mu(A)\frac{e^{Lh}-1}{Lh}, \] and hence $\mu_h(A)/h\to\mu(A)$. The resulting first-order rate is sharp in general, while smooth scalar escape geometries can exhibit second-order convergence. We extend the framework to one-step numerical methods through a stability theory for block intensity and to attracting invariant graphs over compact invertible nonautonomous bases, obtaining uniform sampling convergence over the forcing phase. For bounded-support random perturbations, normalized discrete intensity is identified with the pathwise safety threshold; above it, finite escape follows under an explicit finite-exit condition, while escape probabilities require additional assumptions on the noise law. We also show that the discrete state--normal boundary map converges to the normalized Pontryagin boundary system governing extremal reachable-set boundaries. Exact scalar benchmarks, a grazing resilience model, planar Duffing escape, anisotropic disturbances, periodic and quasiperiodic forcing, and transfer-operator computations illustrate the theory. These results give intensity estimated from discrete observations or simulations a sampling-independent continuous-time meaning.
toXiv_bot_toot

@hikingdude@mastodon.social
2026-07-29 19:19:51

It's #WaterfallWednesday and this one came to my mind. You might see a nice waterfall. I spent 3h there. Really! In hindsight I didn't know where all the time went but I enjoyed seeing the #waterfall from all kinds of angles and shutter speeds.
3h very well invested liveti…

This image captures a serene and enchanting scene of a waterfall nestled in a lush, forested canyon. The waterfall cascades gracefully over moss-covered rocks, its clear water creating a sense of movement and tranquility. The falls are surrounded by rugged rock formations, some of which are covered in vibrant green moss and patches of grass, adding texture and color to the scene.
The water flows down in multiple streams, creating a dynamic and picturesque composition as it splashes into a shall…
@primonatura@mstdn.social
2026-06-20 14:00:30

"UK rivers face rising risk of climate 'whiplash'"
#UK #UnitedKingdom #Climate #ClimateChange

@brichapman@mastodon.social
2026-07-08 19:01:04

Climate solutions in action this week:
California Resources Corp is opening the state's first CO2 storage site in a depleted oil field—creating permanent geologic storage for industrial emissions.
Recife, Brazil launched a public-private initiative financing collection, sorting, and recycled-content markets to build a circular plastics economy.
Real progress, happening now.
Sign up for the For People And Planet climate solutions digest:

@EarthOrgUK@mastodon.energy
2026-06-26 19:51:04

Battery Sounds: How Does a Battery Sound in Time-lapse? - Audification: listening to my Enphase AC Battery state of charge and flows #podcast #audification #battery -

@privacity@social.linux.pizza
2026-05-29 18:36:21

No Silver Bullet, But a Silver Lining? PETs and International Data Transfers
fpf.org/blog/no-silver-bullet-
@…

@arXiv_astrophCO_bot@mastoxiv.page
2026-08-05 08:12:59

Cosmic Velocity Flows: from Theory to Observations
Saee Dhawalikar
arxiv.org/abs/2608.03530 arxiv.org/pdf/2608.03530 arxiv.org/html/2608.03530
arXiv:2608.03530v1 Announce Type: new
Abstract: The Large-Scale Structure (LSS) of the Universe forms a complex network of nodes, filaments, sheets, and voids known as the Cosmic Web. As current and upcoming galaxy surveys increasingly probe the quasi-linear and non-linear regimes of structure formation, understanding its geometry and dynamics is essential for precision cosmology. In particular, cosmic filaments, which channel matter across the web, are central to these dynamical processes.
This thesis develops numerical tools to study the non-linear cosmic web. First, the Sahyadri suite of high-resolution cosmological $N$-body simulations is introduced, providing a framework for precision studies of LSS and its cosmological dependence. A calibration framework for filament reconstruction is then developed using controlled filament realizations, enabling systematic investigation of reconstruction biases. The effects of filament curvature and reconstruction noise on inferred filament properties are quantified, and a novel Fourier-space smoothing approach is introduced to improve profile recovery.
The thesis further presents Skeletor, a Voronoi-based filament finder that identifies filamentary structures directly from discrete tracers while explicitly incorporating the hierarchical nature of the cosmic web. A novel framework for classifying sub-filamentary structure is developed. Applying these tools to cosmological simulations reveals distinct properties of filament substructure and provides a detailed view of filament phase space, including coherent inflows, multistreaming, and caustic-like features.
Together, these developments provide a framework for studying the geometry, hierarchy, and dynamics of the non-linear cosmic web. More broadly, they contribute to the ongoing effort to build a physically motivated understanding of the non-linear cosmic web beyond traditional measures of clustering.
toXiv_bot_toot

We are living in a new world of hedgers.
The shocks of the last several years
—COVID-19, Russia’s war in Ukraine,
Trump’s tariffs,
and the Iran conflict
—have upended how nations approach international affairs.
The smooth flows of a globalized and rules-based world have clotted into uncertainty,
forcing states to find new pathways for trade, diplomacy, resource extraction, and defense cooperation.
Countries no longer consider historical partner…

@hex@kolektiva.social
2026-08-18 06:28:26

I get that everyone loves the guillotine imagery right now, but it's probably worth reminding everyone that The Terror wasn't a leftist thing. It was a centrist thing. The French Revolution wasn't a socialist revolution, it was a Liberal revolution. The Jacobins were radical liberals.
There's an ideological rythme and meter that flows through history. Where Robespierre killed those to his right but killed far more to his left, so has the Liberal state always done exactly the same. And where the result of murdering away the left ended with a reactionary dictatorship in France, so has the American Revolution ultimately played out more slowly but with the same results. Not with guillotines but with prisons, not with the Committee of Public Safety but with the FBI and COINTELPRO.

@arXiv_mathDS_bot@mastoxiv.page
2026-08-04 08:25:20

Komuro Expansivity and Periodic Orbit Growth for Multi-Singular Hyperbolic Flows
Maria Jos\'e Pacifico, Fan Yang, Jiagang Yang, Rusong Zheng
arxiv.org/abs/2608.02186 arxiv.org/pdf/2608.02186 arxiv.org/html/2608.02186
arXiv:2608.02186v1 Announce Type: new
Abstract: In this paper we prove that every multi-singular hyperbolic set of a $C^1$ flow is Komuro expansive. This is the strongest natural form of expansivity for flows with singularities accumulated by regular orbits, allowing arbitrary orientation-preserving time reparametrizations. We then use this to establish a two-sided asymptotic counting bound of the form $e^{ht}/t$ for periodic orbits, and prove that the normalized orbit measures converge to the unique measure of maximal entropy. We also establish the same results for a $C^1$ open and dense subset of star vector fields.
toXiv_bot_toot

@arXiv_physicsappph_bot@mastoxiv.page
2026-06-04 08:56:45

Replaced article(s) found for physics.app-ph. arxiv.org/list/physics.app-ph/
[1/1]:
- Hydrodynamic Behavior of Non-spherical Particles in Confined Vertical Flows: A Resolved CFD-DEM S...
Das, Choudhury, Jaggannagari, Krishnan, Kuttikrishnan, Ramakrishnan, Annabat…

@brichapman@mastodon.social
2026-07-07 19:00:57

This week: real climate coordination at scale.
The EU set a 2030 energy storage target to cut gas reliance. The Next Generation Shipping Act would invest $1B/year in zero-emission vessels and port electrification. Recife launched a circular plastics initiative to finance collection and reuse systems.
Sign up for the For People And Planet climate solutions digest.

@servelan@newsie.social
2026-08-14 21:40:26

Most global trade flows through these 27 chokepoints. The economic risks are rising, report says. - CBS News
cbsnews.com/news/strait-of-hor

@kexpmusicbot@mastodonapp.uk
2026-05-27 22:00:51

🇺🇦 #NowPlaying on KEXP's #AfternoonShow
Nubiyan Twist feat. eniola:
🎵 Body Flows
#NubiyanTwist #eniola
nubiyantwist.bandcamp.com/trac
open.spotify.com/track/7v3bzT1

@arXiv_physicsfludyn_bot@mastoxiv.page
2026-07-23 08:20:32

Information Transport and Observability in Compressible Aerodynamics
Bo Zhang
arxiv.org/abs/2607.20177 arxiv.org/pdf/2607.20177 arxiv.org/html/2607.20177
arXiv:2607.20177v1 Announce Type: new
Abstract: Pressure measurements provide sparse but direct observations of compressible aerodynamic flows, yet how information about hidden aerodynamic parameters is transported through the flow and encoded in these observations remains poorly understood. Here, we investigate information transport and observability in compressible aerodynamics using a differentiable shock-capturing immersed-boundary solver. By propagating gradients through the full unsteady flow solution, an automatic-differentiation-based observability metric is introduced to quantify the sensitivity of sparse pressure measurements to unknown aerodynamic parameters and identify informative sensing locations for inverse learning. The results reveal that aerodynamic information is transported non-uniformly through the flow field, producing localized regions of high observability. Inverse-learning experiments further demonstrate that observability and learnability are related but distinct concepts: although highly observable probes generally facilitate accurate parameter recovery, the highest-observability probe is not consistently the most effective for parameter inference. Furthermore, both the flow regime and the airfoil geometry substantially influence the distribution of observability and the convergence behavior of inverse learning. These findings establish a quantitative framework for understanding how aerodynamic information is encoded in sparse measurements and demonstrate the potential of automatic differentiation for observability analysis, informative sensor selection, and aerodynamic inverse analysis.
toXiv_bot_toot

@cosmos4u@scicomm.xyz
2026-08-06 01:00:39

From Interfilamentary Gas to Filaments and Hubs - Gas Flows in the Monoceros R2 Hub–Filament System: #StarFormation: kyushu-u.ac.jp/en/researches/v

@BBC6MusicBot@mastodonapp.uk
2026-07-02 10:11:11

🇺🇦 #NowPlaying on #BBC6Music's #LaurenLaverne
Glass Animals:
🎵 Gooey
#GlassAnimals
ihfmusic.bandcamp.com/track/gl
open.spotify.com/track/1gk3FhA

@arXiv_physicscompph_bot@mastoxiv.page
2026-07-01 07:52:44

Conditional Normalizing Flow for Gas-Surface Scattering from Thermal to Hypersonic Velocities
Miklas Sch\"utte, Stephen Hocker, Hansj\"org Lipp, Johannes Roth, Stefanos Fasoulas, Marcel Pfeiffer
arxiv.org/abs/2606.31928 arxiv.org/pdf/2606.31928 arxiv.org/html/2606.31928
arXiv:2606.31928v1 Announce Type: new
Abstract: Accurate aerodynamic modeling of satellites in very low Earth orbit (VLEO) requires gas-surface interaction (GSI) models that capture the full velocity spectrum from thermal to orbital speeds. Atmospheric particles initially strike spacecraft surfaces at hypersonic velocities of 6 000 - 10 000 m/s. Due to surface roughness and complex geometries, especially within air-breathing electric propulsion (ABEP) intake systems, multiple collisions occur, progressively reducing the particle velocities. A recent machine learning framework for deriving scattering kernels from molecular dynamics (MD) simulations has shown promise, but remains limited to high-velocity single impacts and possibly violates fundamental equilibrium principles such as detailed balance. This work extends this machine learning based scattering kernel to cover the complete velocity range using conditional normalizing flows trained with physics-informed constraints, enabling accurate modeling of multi-bounce scenarios in realistic VLEO applications. We train a conditional Real-valued Non-Volume Preserving (cRealNVP) model on expanded molecular dynamics simulations covering velocities from thermal to hypersonic speeds, incorporating a detailed balance loss term. The resulting model demonstrates improved accuracy compared to previous approaches even in the original high-velocity regime, while successfully capturing thermal-velocity scattering. Quantitative assessment shows that thermalization is approximated within acceptable tolerances. This framework provides essential capabilities for accurate ABEP intake optimization and VLEO mission planning while offering a general methodology applicable to broader rarefied gas dynamics problems requiring thermodynamic consistency.
toXiv_bot_toot

@arXiv_physicsfludyn_bot@mastoxiv.page
2026-07-23 08:22:47

A formal log(Re)-cost framework for the engineering turbulence problem
Jiaqi Li, Robert F. Kunz, George Huang, Xiang I. A. Yang
arxiv.org/abs/2607.20199 arxiv.org/pdf/2607.20199 arxiv.org/html/2607.20199
arXiv:2607.20199v1 Announce Type: new
Abstract: In fluid engineering, the turbulence problem is the longstanding challenge of obtaining accurate predictions of engineering quantities at affordable computational cost. Viewed through computational complexity, a practical algorithm requires cost growth no worse than $O(N)$, where $N$ denotes problem size. For turbulent flows, the problem size may be approximated by the number of dynamically relevant scales and hence by the Reynolds number $Re$. We propose a multi-fidelity, physics-constrained, data-driven framework designed to meet this criterion under stated assumptions. We augment the Spalart--Allmaras model through field inversion and machine learning using a constrained formulation that preserves the law of the wall. The model is trained at a low Reynolds number, where high-fidelity data are affordable, and deployed at higher Reynolds numbers. For a mean-flow-aligned grid in a wall-bounded flow, fixed spanwise resolution, and steady-solver cost linear in grid-point count, the low-fidelity RANS prediction scales as $O(\log(Re))$. The high-fidelity calculation and learning stage each contribute $O(Re^0)$ relative to the target Reynolds number, giving an overall formal cost of $O(\log(Re))$. In plane channel flow, a model trained at $Re_\tau=1000$ corrects the wake-layer error of the baseline model and retains the improvement at $Re_\tau=5200$. In the periodic hill, a model trained at $Re_b=5600$ is tested at $Re_b=10595$, $19000$, and $37000$. The constrained formulation preserves separation and recovery behavior as Reynolds number increases, yields the lowest root-mean-square error across all tests, and exhibits nearly Reynolds-number-independent error, indicating robust extrapolation.
toXiv_bot_toot

@memeorandum@universeodon.com
2026-07-01 14:35:42

Trump's court win reignites fight to sink €1.7T data deal with Europe (Politico)
politico.eu/article/european-r
memeorandum.com/260701/p42#a26

@arXiv_hepth_bot@mastoxiv.page
2026-08-13 08:56:29

Replaced article(s) found for hep-th. arxiv.org/list/hep-th/new
[2/3]:
- Multicritical points of gravitational solitons and a black hole in four dimensions
Moaathe Belhaj Ahmed, Mois\'es Bravo-Gaete, Robert B. Mann, Constanza Quijada
arxiv.org/abs/2605.24783 mastoxiv.page/@arXiv_hepth_bot
- Brane flows
Georgios Papadopoulos, Kostas Skenderis
arxiv.org/abs/2605.31181 mastoxiv.page/@arXiv_hepth_bot
- Weyl conformal geometry vs Riemannian geometry of Weyl gauge invariant (dressed) metric
D. M. Ghilencea, V. -M. Mandric
arxiv.org/abs/2606.08080 mastoxiv.page/@arXiv_hepth_bot
- Free-Field Construction of Heterotic String Compactified on Calabi-Yau Orbifolds via Corresponden...
Alexander Belavin, Doron Gepner, Grigory Makarov
arxiv.org/abs/2606.27490 mastoxiv.page/@arXiv_hepth_bot
- Exact Planar Black Hole in AdS-Einstein-Scalar Gravity with IR-Emergent Nearly Conformal Fluid
Sangheon Yun
arxiv.org/abs/2606.31901 mastoxiv.page/@arXiv_hepth_bot
- AdS Black Holes Are Short-Lived inside the Spectral Form Factor
Jos\'e L. F. Barb\'on, Eduardo Velasco-Aja
arxiv.org/abs/2607.21704
- Generalized comodule tube algebras for boundary and domain wall defects of (2 1)D topological order
Zhian Jia, Sheng Tan
arxiv.org/abs/2608.05071 mastoxiv.page/@arXiv_hepth_bot
- Surviving correlations across a horizon: reflected entropy for bosonic fields in non-inertial fra...
Sayid Mondal
arxiv.org/abs/2608.05473 mastoxiv.page/@arXiv_hepth_bot
- Cluster algebras and tilings for the m=4 amplituhedron
Even-Zohar, Lakrec, Parisi, Tessler, Sherman-Bennett, Williams
arxiv.org/abs/2310.17727 mastoxiv.page/@arXiv_mathCO_bo
- Weak Correlations as the Underlying Principle for Linearization of Gradient-Based Learning Systems
Ori Shem-Ur, Khen Cohen, Aviv Orly, Yaron Oz
arxiv.org/abs/2401.04013
- Gravity and the Hierarchy Problem
Thede de Boer, Jisuke Kubo, Manfred Lindner, Markus Reinig
arxiv.org/abs/2510.12882 mastoxiv.page/@arXiv_hepph_bot
toXiv_bot_toot

@arXiv_mathAT_bot@mastoxiv.page
2026-08-14 08:39:45

Crosslisted article(s) found for math.AT. arxiv.org/list/math.AT/new
[1/1]:
- The fusion-stable tom Dieck homomorphism
Sam K. Miller
arxiv.org/abs/2608.12499 mastoxiv.page/@arXiv_mathGR_bo
- Lower bounds for the Smith-Thom deficiency of Hilbert squares
Viatcheslav Kharlamov, Rare\c{s} R\u{a}sdeaconu
arxiv.org/abs/2608.12644 mastoxiv.page/@arXiv_mathAG_bo
- On the sphere spectrum from the viewpoint of linear logic
Ryo Horiuchi
arxiv.org/abs/2608.13012 mastoxiv.page/@arXiv_mathCT_bo
- The q-model category of multipointed d-spaces is not left proper
Philippe Gaucher
arxiv.org/abs/2608.13151 mastoxiv.page/@arXiv_mathCT_bo
- Left properness of Moore flows
Philippe Gaucher
arxiv.org/abs/2608.13165 mastoxiv.page/@arXiv_mathCT_bo
- Synthetic Buildings for Finite Groups
Emily Gullerud, Peter Webb
arxiv.org/abs/2608.13414 mastoxiv.page/@arXiv_mathGR_bo
toXiv_bot_toot

@arXiv_physicsfludyn_bot@mastoxiv.page
2026-07-23 08:53:57

Replaced article(s) found for physics.flu-dyn. arxiv.org/list/physics.flu-dyn
[1/1]:
- Exact results for dissipation and steady creeping flow in three-dimensional chiral active fluids
Laura Meissner-Oszer, Bogdan Cichocki, Jeffrey C. Everts
arxiv.org/abs/2510.19658 mastoxiv.page/@arXiv_physicsfl
- Pressure beneath a periodic travelling water-wave in constant-vorticity flow over a flat bed
Adrian Constantin, Nicolas Gindrier, Otmar Scherzer
arxiv.org/abs/2602.21077 mastoxiv.page/@arXiv_physicsfl
- A minimal wake-vortex model explains formation flight of flapping birds
Olivia Pomerenk, Kenneth S. Breuer
arxiv.org/abs/2602.22043 mastoxiv.page/@arXiv_physicsfl
- Lagrangian Ellipsoid Diagnostics in Rough Two-Dimensional Synthetic Flows: Aspect-Ratio Saturatio...
Michael Chertkov
arxiv.org/abs/2605.27606 mastoxiv.page/@arXiv_physicsfl
- On the Theory of Bulk Viscosity of Cold Plasmas and Thermodynamics of Alkali-Noble Gas Cocktails
Albert M. Varonov, Todor M. Mishonov
arxiv.org/abs/2511.14790 mastoxiv.page/@arXiv_physicspl
toXiv_bot_toot

@brichapman@mastodon.social
2026-07-02 14:42:39

Weekly Climate Solutions Digest #32!! 💖🌊✨
forpeopleandpla.net/weekly-cli

@arXiv_mathDS_bot@mastoxiv.page
2026-08-04 10:13:06

Replaced article(s) found for math.DS. arxiv.org/list/math.DS/new
[2/2]:
- Generic-case complexity of Whitehead's algorithm, revisited
Ilya Kapovich
arxiv.org/abs/1903.07040
- Exponential mixing for the randomly forced NLS equation
Yuxuan Chen, Shengquan Xiang, Zhifei Zhang, Jia-Cheng Zhao
arxiv.org/abs/2506.10318 mastoxiv.page/@arXiv_mathAP_bo
- Machine-Precision Prediction of Low-Dimensional Chaotic Systems from Noise-Free Data
Christof Sch\"otz, Niklas Boers
arxiv.org/abs/2507.09652
- Limit theorems for inhomogeneous $\phi$-mixing Markov chains
Yeor Hafouta, Brenden Williams
arxiv.org/abs/2510.15323 mastoxiv.page/@arXiv_mathPR_bo
- A kernel method for the learning of Wasserstein geometric flows
Jianyu Hu, Juan-Pablo Ortega, Daiying Yin
arxiv.org/abs/2511.06655 mastoxiv.page/@arXiv_mathNA_bo
- Null-Validated Topological Signatures of Financial Market Dynamics
Samuel W. Akingbade
arxiv.org/abs/2602.00383 mastoxiv.page/@arXiv_qfinST_bo
- Simple generators of rational function fields
Alexander Demin, Gleb Pogudin
arxiv.org/abs/2602.10878 mastoxiv.page/@arXiv_csSC_bot/
- Martin Boundary and Invariant Fields of Multiplicative SHE
Hongyi Chen
arxiv.org/abs/2602.16126 mastoxiv.page/@arXiv_mathPR_bo
- Counting the number of $1_{m}$-preperiodic $\mathcal{O}_{K}$-points of a discrete dynamical syste...
Brian Kintu
arxiv.org/abs/2606.14468 mastoxiv.page/@arXiv_mathNT_bo
- Shadowing and Hyperbolicity for Endomorphisms of Locally Compact Groups
Dekui Peng
arxiv.org/abs/2606.27647 mastoxiv.page/@arXiv_mathGR_bo
- Uniform $L^{\infty}$-Boundedness of Global Attractors for Reaction-Diffusion Equations with Neuma...
Antonio L. Pereira
arxiv.org/abs/2607.08061 mastoxiv.page/@arXiv_mathAP_bo
- Stability of closed characteristics and invariant sets on star-shaped hypersurfaces
Huagui Duan, Zihao Qi
arxiv.org/abs/2607.15546 mastoxiv.page/@arXiv_mathSG_bo
- Vakonomic Fluids
Ritoban Roy-Chowdhury, Mohammad Sina Nabizadeh, Oliver Gross, Anthony Gruber, Albert Chern
arxiv.org/abs/2607.18312 mastoxiv.page/@arXiv_mathph_bo
toXiv_bot_toot

@tiotasram@kolektiva.social
2026-08-12 22:05:28

I'm not big on the whole Christian "natural/artificial" binary, or the settler-colonialist concept of "wilderness" which erases indigenous stewardship in a bid to claim mid territory (see, e.g., tribes forced out of what are now national parks in the US). But I do enjoy getting out of urban/suburban environments and into places where the human impact on the land is minimal and/or synergistic with non-human flourishing.
I was thinking about why I enjoy this so much today while out on a stroller hike with my younger child, and came to the conclusion that it may be less about being in a "natural" space and more about being in a space whose flourishing is not tied to the capitalist necropolitical "growth" spiral.
Like, there's the baseline intrinsic beauty of flowers, trees, flowing water, etc. Then there's the pleasure of considering how these things fit together into an ecosystem and mutually support each other (and also compete/predate, etc.). But on top of all that, there's the sense that these things are part of a self-sustaining pattern that's capable of continuing without outside inputs and without creating external waste over vast, geologic timescales. The things I see when I look around in a city aren't like that. 100 or 1000 or 10000 years from now they'll be ruins, not necessarily because of human extinction or anything like that, but because the resource flows that create them are inseparable from a fundamentally unsustainable economy built around a paradoxical assumption of infinite exponential growth.
There *are* of course some human-built or -stewarded things in the world that are sustainably maintained, and ruins can have their own kind of beauty. But to me part of the joy of being on a hiking trail is to look around and see beautiful systems that will persist regardless of (most) human political outcomes that I spend a lot of energy worrying about.
Even in the extreme cases of climate change these things will eventually come back, albeit in an altered form. I don't want to ignore the incredibly destructive impact of humans on the environment, of course, but still, it's comforting to me to think about how the problems and brokenness of currently-dominant human cultures might change and scar but will not actually destroy the many systems on this planet that just don't depend on humans for their propagation.

@memeorandum@universeodon.com
2026-07-07 11:20:34

Iranian Strikes on Ships Test Cease-Fire and Threaten Energy Flows in Gulf (New York Times)
nytimes.com/2026/07/07/world/m
memeorandum.com/260707/p11#a26

@BBC3MusicBot@mastodonapp.uk
2026-05-26 22:10:58

🇺🇦 #NowPlaying on BBCRadio3's #NightTracks
Dobrinka Tabakova, Roman Mints, Raimondas Sviackevičius & Donatas Bagurskas:
🎵 Frozen River Flows
#DobrinkaTabakova #RomanMints #RaimondasSviackevičius #DonatasBagurskas

@arXiv_physicsfludyn_bot@mastoxiv.page
2026-08-07 08:07:33

Three-layer water flows: Dirichlet-Neumann operators and approximations
Rossen Ivanov, Calin-Iulian Martin
arxiv.org/abs/2608.06314 arxiv.o…

@arXiv_physicsfludyn_bot@mastoxiv.page
2026-08-06 08:14:13

Extreme flows: where physics meets mathematically rigorous bounds
Bartosz Protas
arxiv.org/abs/2608.04859 arxiv.org/pdf/2608.04859

@arXiv_physicsfludyn_bot@mastoxiv.page
2026-08-07 07:55:47

Onsager-variational-principle-based Lattice Boltzmann Model For Three-phase Dielectric Fluid Flows
Xinyue Liu, Xu Qian, Fang Xiong, Lei Wang
arxiv.org/abs/2608.05787