Tootfinder

Good thing I bought my bulk Halloween candy already. Not joking.
✅ Hershey's Price Hike Explained - Newsweek
https://www.newsweek.com/hershey-price-hike-explained-cocoa-prices-2102799#Echobox=1753532645

Hershey's Price Hike Explained
The chocolatier says it will be raising prices to cope with persistently elevated cocoa costs.

TRIM: A Self-Supervised Video Summarization Framework Maximizing Temporal Relative Information and Representativeness
Pritam Mishra, Coloma Ballester, Dimosthenis Karatzas
https://arxiv.org/abs/2506.20588

TRIM: A Self-Supervised Video Summarization Framework Maximizing Temporal Relative Information and Representativeness
The increasing ubiquity of video content and the corresponding demand for efficient access to meaningful information have elevated video summarization and video highlights as a vital research area. However, many state-of-the-art methods depend heavily either on supervised annotations or on attention-based models, which are computationally expensive and brittle in the face of distribution shifts that hinder cross-domain applicability across datasets. We introduce a pioneering self-supervised vid…

JWST Near Infrared Spectroscopy of High Albedo Jupiter Trojans: A New Surface Type in the Trojan Belt
Michael E. Brown, Ian Wong, Matthew Belyakov
https://arxiv.org/abs/2506.19922

JWST Near Infrared Spectroscopy of High Albedo Jupiter Trojans: A New Surface Type in the Trojan Belt
We present 0.8 to 5 $μ$m JWST spectra of four $\sim$20 km diameter Jupiter Trojans known to have albedos elevated above the values typical in the remaining Trojan population. The spectra of these four high albedo Jupiter Trojans are all similar, with red slopes in the optical-IR transition region, a break to lower slopes at 1.3 $μ$m, and a broad absorptions from 2.8 to 4 $μ$m. The 0.8 to 2.5 $μ$m spectra of these objects match the spectra of neither the well-known "red" and "less-red" Jupit…

Urban Diaspora 🌐
城市放逐 🌐
📷 Nikon FE
🎞️Ilford FP4 Plus, expired 1994
buy me ☕️ ?/请我喝杯☕️？
#filmphotography

Cosmic Ray Detection with the IceTop Enhancement
Megha Venugopal (for the IceCube Collaboration)
https://arxiv.org/abs/2506.18566 https://

Cosmic Ray Detection with the IceTop Enhancement
IceTop is the cosmic-ray detector located on the surface of the IceCube Neutrino Observatory at the South Pole, consisting of 81 pairs of ice-Cherenkov tanks. The rise in the energy threshold of air-shower measurements in IceTop due to accumulating snow emphasized the need for the next generation of IceCube surface detectors. For this purpose, the Surface Array Enhancement (SAE) is set to comprise elevated scintillator panels and radio antennas controlled by hybrid DAQ systems. The detectors of…

Now in Delphi, watching the sun set over the "sea of olives" and the Ionian sea beyond.
#greece #delphi

Somehow we made this part of the Queensboro Bridge worse. This is a 3-4ft wide two-way bike lane. There's so much wrong with this, from the metal manhole cover taking up almost the entire width of the bike lane, to the MUTCD-violating usage of sharrows, to those shitty rumble strip/speed bump things THAT ARE LOOSE.
Wtaf! #bikeNYC
@…

It may appear to be looking empty and quiet at the MPS Göttingen right now - but we have been bustling about and are very busy getting everything ready for our visitors at the Night of Science tomorrow! Care for a few sneak previews in today's thread?
@…
#ndwgoe

Cybercom’s defensive arm elevated to sub-unified command
https://defensescoop.com/2025/05/30/cybercom-jfhq-dodin-dcdc-designated-sub-unified-command/

Cybercom’s defensive arm elevated to sub-unified command
Joint Force Headquarters-DOD Information Network will now be known as the Department of Defense Cyber Defense Command (DCDC).

OpenAI says it is "working on implementing a mitigation" to a ChatGPT, Sora, and API issue causing "elevated error rates", starting at around 3am ET (Jess Weatherbed/The Verge)
https://www.theverge.com/news/684141/openai-chatgpt…

ChatGPT is having some issues
OpenAI’s ChatGPT service is currently down for some users after the platform started experiencing performance issues on Tuesday morning.

Thermal Radiosensitization Beyond Misrepair: A Mechanistic Model of Temperature-Enhanced DNA Vulnerability
Jose L. Rodr\'iguez, Edwin Mun\'evar, C\'esar A. Herre\~no Fierro, Adriana M. De Mendoza
https://arxiv.org/abs/2507.14712

Thermal Radiosensitization Beyond Misrepair: A Mechanistic Model of Temperature-Enhanced DNA Vulnerability
Objective: Hyperthermia (HT), characterized by elevated tissue temperatures above physiological levels, is a well-established radiosensitizer. When combined with radiotherapy (RT), forming thermoradiotherapy (TRT), a synergistic effect is observed across in vitro, in vivo, and clinical studies. The greatest radiosensitization occurs when HT and RT are applied simultaneously. This work aims to explore physical mechanisms -- beyond DNA repair inhibition -- that contribute to this synergy. Appro…

Spirit Lake Nation to go without drinkable tap water for 2 weeks: “Excessive amounts of manganese in Spirit Lake Nation water will leave residents without drinkable tap water for roughly two weeks, tribal leaders said. Water collected from the tribe’s water treatment plant on May 13 and 20 showed elevated levels of the metal" #geology

Spirit Lake Nation to go without drinkable tap water for 2 weeks
Tribal leaders are working to reduce elevated levels of manganese while handing out cases of bottled water, according to a news release.

Park Discovery II 🏞️
公园探险 II 🏞️
📷 Nikon FE
🎞️Lucky SHD 400
buy me ☕️ ?/请我喝杯☕️？
#filmphotography

Yiding Cao Geld mit PayPal.Me senden
Folgen Sie dem Link PayPal.Me/dingsterdingster und geben Sie den Betrag ein. Es ist bequem und sicher. Sie haben noch kein PayPal-Konto? Kein Problem.

The Hybrid Elevated Radio Observatory for Neutrinos (HERON) Project
Kumiko Kotera (for the BEACON,GRAND Collaborations), Ingo Allekotte (for the BEACON,GRAND Collaborations), Jaime Alvarez-Mu\~niz (for the BEACON,GRAND Collaborations), Sergio Cabana-Freire (for the BEACON,GRAND Collaborations), Valentin Decoene (for the BEACON,GRAND Collaborations), Ars\`ene Ferri\`ere (for the BEACON,GRAND Collaborations), Olivier Martineau (for the BEACON,GRAND Collaborations), Valentin Niess (for th…

The Hybrid Elevated Radio Observatory for Neutrinos (HERON) Project
Measuring ultra-high energy neutrinos, with energies above $10^{16}$ eV, is the next frontier of the emerging multi-messenger era. Their detection requires building a large-scale detector with 10 times the instantaneous sensitivity of current instruments, sub-degree angular resolution, and wide daily field of view. The Hybrid Elevated Radio Observatory for Neutrinos (HERON) is designed to be that discovery instrument. HERON combines the complementary features of two radio techniques being demon…

Webtoon Entertainment is rebranding and reorganizing its North American entertainment and IP business, with Wattpad Webtoon Studios becoming Webtoon Productions (Borys Kit/The Hollywood Reporter)
https://www.hollywoodreporter.com/business

Webtoon Rebands, Reoganizes North American Entertainment, IP Business (Exclusive)
David Madden has been elevated to president of the new Webtoon Productions, among other changes.  

A Simple Apparatus for Testing PMT Humidity Tolerance
A. Germer, K. Park, C. Skuse, C. Yang, D. S. Parno
https://arxiv.org/abs/2507.13545 https://

A Simple Apparatus for Testing PMT Humidity Tolerance
We report on a low-cost apparatus to extend a photomultiplier tube (PMT) testing setup to operations at high humidity and/or at an elevated temperature. This setup allows a determination of whether a PMT can successfully operate for an extended period of time in a high-humidity environment, such as the waterline of a water Cherenkov detector.

Predicting Pulmonary Hypertension in Newborns: A Multi-view VAE Approach
Lucas Erlacher, Samuel Ruip\'erez-Campillo, Holger Michel, Sven Wellmann, Thomas M. Sutter, Ece Ozkan, Julia E. Vogt
https://arxiv.org/abs/2507.11561

Predicting Pulmonary Hypertension in Newborns: A Multi-view VAE Approach
Pulmonary hypertension (PH) in newborns is a critical condition characterized by elevated pressure in the pulmonary arteries, leading to right ventricular strain and heart failure. While right heart catheterization (RHC) is the diagnostic gold standard, echocardiography is preferred due to its non-invasive nature, safety, and accessibility. However, its accuracy highly depends on the operator, making PH assessment subjective. While automated detection methods have been explored, most models foc…

Laboratory Investigation of CO2-Driven Enhancement of Radiolytic H2O2 on Europa and Other Icy Moons
Bereket D. Mamo, Ujjwal Raut, Ben D. Teolis, Trevor P. Erwin, Richard J. Cartwright, Silvia Protopapa, Kurt D. Retherford, Tom A. Nordheim
https://arxiv.org/abs/2506.15819

Laboratory Investigation of CO2-Driven Enhancement of Radiolytic H2O2 on Europa and Other Icy Moons
Observations of Europa's leading hemisphere reveal elevated H2O2 in the warmer, low latitude chaos terrains compared to the colder, polar regions. This distribution disagrees with prior laboratory radiolysis studies of pure water ice, which show higher H2O2 yields at colder temperatures. The regions with higher peroxide abundance, Tara and Powys Regiones, also present increased amounts of CO2, possibly sourced from Europa's interior. To investigate whether CO2 influences radiolysis of water ice…

Watch as the Supreme Court’s newly elevated “major questions doctrine” suddenly melts away in the next round of SCOTUS decisions. Just watch. https://mastodon.social/@thejapantimes/114606283686912236

Thermodynamic properties of CrMnFeCoNi high entropy alloy at elevated electronic temperatures
Nikita Medvedev
https://arxiv.org/abs/2506.23171 https://

Thermodynamic properties of CrMnFeCoNi high entropy alloy at elevated electronic temperatures
The Cantor alloy (equiatomic CrMnFeCoNi) is a high-entropy alloy with unique physical properties and radiation resistance. To model its response to intense laser pulses, the parameters of the electronic ensemble are required. In this work, the electronic heat capacity, thermal conductivity, and electron-phonon coupling strength at elevated electronic temperatures are evaluated using a combined approach that incorporates tight-binding molecular dynamics and the Boltzmann equation. The damage thr…

A Spectroscopic Search for Dormant Black Holes in Low-Metallicity Binaries
Pranav Nagarajan, Kareem El-Badry, Henrique Reggiani, Casey Y. Lam, Joshua D. Simon, Johanna M\"uller-Horn, Rhys Seeburger, Hans-Walter Rix, Howard Isaacson, Jessica Lu, Vedant Chandra, Rene Andrae
https://arxiv.org/abs/2507.12532

A Spectroscopic Search for Dormant Black Holes in Low-Metallicity Binaries
The discovery of the massive black hole (BH) system Gaia BH3 in pre-release Gaia DR4 data suggests that wide BH binaries with luminous companions may be significantly overrepresented at low metallicities. Motivated by this finding, we have initiated a spectroscopic survey of low-metallicity stars exhibiting elevated RUWE values in Gaia DR3, using the FEROS and APF spectrographs. We identify promising BH binary candidates as objects with instantaneously measured radial velocities (RVs) that are …

I also see that the FFOTUS Imperial parade is being designated a "National Security Event", meaning they expect an elevated risk of terrorist events.
From whom? I suspect foreign interests, like neo-ISIS, are quite happy with the way that FFOTUS is dis-assembling the US - Bin Laden must be quite proud of what FFOTUS Musk miller/noem ... are doing to the USA. So why would they bother attacking this silly (and expensive) parade that makes the US look like it is doing a spin-o…

Urban Living V - Iconography 🎎
都市生活 V - 图解 🎎
📷 Nikon FE
🎞️Lucky SHD 400
buy me ☕️ ?/请我喝杯☕️？
#filmphotography

Yiding Cao Geld mit PayPal.Me senden
Folgen Sie dem Link PayPal.Me/dingsterdingster und geben Sie den Betrag ein. Es ist bequem und sicher. Sie haben noch kein PayPal-Konto? Kein Problem.

WoundAIssist: A Patient-Centered Mobile App for AI-Assisted Wound Care With Physicians in the Loop
Vanessa Borst, Anna Riedmann, Tassilo Dege, Konstantin M\"uller, Astrid Schmieder, Birgit Lugrin, Samuel Kounev
https://arxiv.org/abs/2506.06104

WoundAIssist: A Patient-Centered Mobile App for AI-Assisted Wound Care With Physicians in the Loop
The rising prevalence of chronic wounds, especially in aging populations, presents a significant healthcare challenge due to prolonged hospitalizations, elevated costs, and reduced patient quality of life. Traditional wound care is resource-intensive, requiring frequent in-person visits that strain both patients and healthcare professionals (HCPs). Therefore, we present WoundAIssist, a patient-centered, AI-driven mobile application designed to support telemedical wound care. WoundAIssist enable…

Wildfires threaten water quality for up to eight years after they burn #environment

Wildfires threaten water quality for up to eight years after they burn
Wildfires don’t just leave behind scorched earth—they leave a toxic legacy in Western rivers that can linger for nearly a decade. A sweeping new study analyzed over 100,000 water samples from more than 500 U.S. watersheds and revealed that contaminants like nitrogen, phosphorus, organic carbon, and sediment remain elevated for up to eight years after a blaze.

4H-SiC PIN detector for alpha particles from room temperature to 90 {\deg}C
Xingchen Li, Sen Zhao, Mengke Cai, Suyu Xiao, Congcong Wang, Weimin Song, Xin Shi, Xiyuan Zhang
https://arxiv.org/abs/2507.13815

4H-SiC PIN detector for alpha particles from room temperature to 90 °C
In the field of high-energy particle detection, detectors operating in high-radiation environments primarily face high costs associated with power consumption and cooling systems. Therefore, the development of particle detectors capable of stable operation at room temperature or even elevated temperatures is of great significance. Silicon carbide (SiC) exhibits significant potential for particle detector applications due to its exceptional carrier mobility, radiation hardness, and thermal stabi…

A Reward-driven Automated Webshell Malicious-code Generator for Red-teaming
Yizhong Ding
https://arxiv.org/abs/2505.24252 https://arx…

A Reward-driven Automated Webshell Malicious-code Generator for Red-teaming
Frequent cyber-attacks have elevated WebShell exploitation and defense to a critical research focus within network security. However, there remains a significant shortage of publicly available, well-categorized malicious-code datasets organized by obfuscation method. Existing malicious-code generation methods, which primarily rely on prompt engineering, often suffer from limited diversity and high redundancy in the payloads they produce. To address these limitations, we propose \textbf{RAWG}, a…

Uploading 10 second clips goes much smoother and I get less upload errors...
This is part 2/3
#UFOSandyShores #GTAV #GTA5

Traces of the evolution of cosmic void galaxies: An Integral Field Spectroscopy based analysis
Agust\'in M. Rodr\'iguez-Medrano, Dante J. Paz, Dami\'an Mast, Federico A. Stasyszyn, Andr\'es N. Ruiz
https://arxiv.org/abs/2506.07783

Traces of the evolution of cosmic void galaxies: An Integral Field Spectroscopy based analysis
Galaxies in the most underdense regions of the Universe, known as cosmic voids, exhibit astrophysical properties that suggest a distinct evolutionary path compared to galaxies in denser environments. Numerical simulations indicate that the assembly of void galaxies occurs later, leading to galaxies with younger stellar populations, low metallicities, and a high gas content in their halos, which provides the fuel to sustain elevated star formation activity. Our objective in this work is to test …

Planets larger than Neptune have elevated eccentricities
Gregory J. Gilbert, Erik A. Petigura, Paige M. Entrican
https://arxiv.org/abs/2507.07840 https://

Planets larger than Neptune have elevated eccentricities
NASA's Kepler mission identified over 4000 extrasolar planets that transit (cross in front of) their host stars. This sample has revealed detailed features in the demographics of planet sizes and orbital spacings. However, knowledge of their orbital shapes - a key tracer of planetary formation and evolution - remains far more limited. We present measurements of eccentricities for 1646 Kepler planets, 92% of which are smaller than Neptune. For all planet sizes, the eccentricity distribution peak…

Fine-Tuning ASR for Stuttered Speech: Personalized vs. Generalized Approaches
Dena Mujtaba, Nihar Mahapatra
https://arxiv.org/abs/2506.00853 https://

Fine-Tuning ASR for Stuttered Speech: Personalized vs. Generalized Approaches
Stuttering -- characterized by involuntary disfluencies such as blocks, prolongations, and repetitions -- is often misinterpreted by automatic speech recognition (ASR) systems, resulting in elevated word error rates and making voice-driven technologies inaccessible to people who stutter. The variability of disfluencies across speakers and contexts further complicates ASR training, compounded by limited annotated stuttered speech data. In this paper, we investigate fine-tuning ASRs for stuttered…

Predicting Postoperative Stroke in Elderly SICU Patients: An Interpretable Machine Learning Model Using MIMIC Data
Tinghuan Li, Shuheng Chen, Junyi Fan, Elham Pishgar, Kamiar Alaei, Greg Placencia, Maryam Pishgar
https://arxiv.org/abs/2506.03209

Predicting Postoperative Stroke in Elderly SICU Patients: An Interpretable Machine Learning Model Using MIMIC Data
Postoperative stroke remains a critical complication in elderly surgical intensive care unit (SICU) patients, contributing to prolonged hospitalization, elevated healthcare costs, and increased mortality. Accurate early risk stratification is essential to enable timely intervention and improve clinical outcomes. We constructed a combined cohort of 19,085 elderly SICU admissions from the MIMIC-III and MIMIC-IV databases and developed an interpretable machine learning (ML) framework to predict in…

Volcano-Like Ferroic Transitions Deviating from the Model of Landau Theory
Yuxuan Sheng, Menghao Wu
https://arxiv.org/abs/2507.11409 https://

Volcano-Like Ferroic Transitions Deviating from the Model of Landau Theory
We predict the existence of abnormal volcano-like temperature dependence of polarization or magnetization with maxima located at elevated temperature, distinct from classical model based on Landau theory. One case is ferroelectricity with long ion displacements and quantized polarizations that cannot be used for expansion in Landau model, and the switching pathway involves various metastable phases where the polar phase is higher both in energy and entropy compared with non-polar phase. Another…

Predicting Short-Term Mortality in Elderly ICU Patients with Diabetes and Heart Failure: A Distributional Inference Framework
Junyi Fan, Shuheng Chen, Li Sun, Yong Si, Elham Pishgar, Kamiar Alaei, Greg Placencia, Maryam Pishgar
https://arxiv.org/abs/2506.15058

Predicting Short-Term Mortality in Elderly ICU Patients with Diabetes and Heart Failure: A Distributional Inference Framework
Elderly ICU patients with coexisting diabetes mellitus and heart failure experience markedly elevated short-term mortality, yet few predictive models are tailored to this high-risk group. Diabetes mellitus affects nearly 30% of U.S. adults over 65, and significantly increases the risk of heart failure. When combined, these conditions worsen frailty, renal dysfunction, and hospitalization risk, leading to one-year mortality rates of up to 40%. Despite their clinical burden and complexity, no est…

Urban Living II 🌝
都市生活 II 🌝
📷 Nikon FE
🎞️Lucky SHD 400
buy me ☕️ ?/请我喝杯☕️？
#filmphotography

Yiding Cao Geld mit PayPal.Me senden
Folgen Sie dem Link PayPal.Me/dingsterdingster und geben Sie den Betrag ein. Es ist bequem und sicher. Sie haben noch kein PayPal-Konto? Kein Problem.

Determining the orientation of radio antennas at the South Pole using Galactic noise measurements
Paras Koundal (for the IceCube Collaboration), Valeria Torres-Gomez (for the IceCube Collaboration)
https://arxiv.org/abs/2507.07224

Determining the orientation of radio antennas at the South Pole using Galactic noise measurements
The IceCube Neutrino Observatory is a multi-messenger observatory at the South Pole. As preparation for an enhancement of its surface array, IceTop, a prototype station consisting of elevated scintillation panels and radio antennas has been installed and is operating since 2020. The radio antennas detect emissions from cosmic-ray-induced air showers, and their precise orientation is essential for an accurate reconstruction of the air-shower properties. This work presents a novel method to deter…

TAG-WM: Tamper-Aware Generative Image Watermarking via Diffusion Inversion Sensitivity
Yuzhuo Chen, Zehua Ma, Han Fang, Weiming Zhang, Nenghai Yu
https://arxiv.org/abs/2506.23484 …

TAG-WM: Tamper-Aware Generative Image Watermarking via Diffusion Inversion Sensitivity
AI-generated content (AIGC) enables efficient visual creation but raises copyright and authenticity risks. As a common technique for integrity verification and source tracing, digital image watermarking is regarded as a potential solution to above issues. Among these, watermarking methods capable of preserving the generation quality are receiving increased attention. However, the proliferation and high performance of generative image editing applications have elevated the risks of malicious tam…

Kekul\'e order from diffuse nesting near higher-order Van Hove points
Jonas Beck, Jonathan Bodky, Matteo D\"urrnagel, Ronny Thomale, Julian Ingham, Lennart Klebl, Hendrik Hohmann
https://arxiv.org/abs/2505.22725

Kekulé order from diffuse nesting near higher-order Van Hove points
Translation symmetry-breaking order is assumed to be suppressed by the lack of Fermi surface nesting near certain higher-order Van Hove singularities (HOVHS). We show the anisotropic band-flattening inherent to such HOVHS, combined with broadening of the Fermi surface due to elevated critical temperatures, results in the Fermi surface becoming approximately nested at a wavevector unrelated to the precise shape of the Fermi surface - leading to a $\sqrt{3}\times\sqrt{3}$ Kekulé density wave for…

Urban Composition V 🫟
都市构图 V 🫟
📷 Nikon FE
🎞️Ilford FP4 Plus, expired 1995
buy me ☕️ ?/请我喝杯☕️？
#filmphotography

Yiding Cao Geld mit PayPal.Me senden
Folgen Sie dem Link PayPal.Me/dingsterdingster und geben Sie den Betrag ein. Es ist bequem und sicher. Sie haben noch kein PayPal-Konto? Kein Problem.

High Proton Conductivity of HxWO3 at Intermediate Temperatures: Unlocking Its Application as a Mixed Ionic-Electronic Conductor
Rantaro Matsuo, Tomoyuki Yamasaki, Takahisa Omata
https://arxiv.org/abs/2507.06488

High Proton Conductivity of HxWO3 at Intermediate Temperatures: Unlocking Its Application as a Mixed Ionic-Electronic Conductor
Hydrogen tungsten bronzes (HxWO3), known for their mixed protonic-electronic conduction near room temperature, are extensively studied for electrochromic and gasochromic applications. However, their proton transport properties at elevated temperatures, particularly in the intermediate-temperature range (200-500 °C), remain unexplored. This study revealed the proton transport behavior of HxWO3, focusing on its potential as a proton-conducting mixed ionic-electronic conductor (MIEC) for intermed…

This https://arxiv.org/abs/2504.21578 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_qbi…

Glucagon and insulin production in pancreatic cells modeled using Petri nets and Boolean networks
Diabetes is a civilization chronic disease characterized by a constant elevated concentration of glucose in the blood. Many processes are involved in the glucose regulation, and their interactions are very complex. To better understand those processes we set ourselves a goal to create a Petri net model of the glucose regulation in the whole body. So far we have managed to create a model of glycolysis and synthesis of glucose in the liver, and the general overview models of the glucose regulatio…

Cosmic-Ray Physics in the PeV to EeV Energy Range with the IceCube-Gen2 Surface Array (ICRC 2025)
Frank G. Schr\"oder (for the IceCube-Gen2 Collaboration)
https://arxiv.org/abs/2507.05841

Cosmic-Ray Physics in the PeV to EeV Energy Range with the IceCube-Gen2 Surface Array (ICRC 2025)
IceCube-Gen2 is a proposed neutrino observatory at the South Pole that will build on the success of IceCube and will also serve as a unique detector for cosmic-ray air showers. Analogous to the IceTop surface array over IceCube's deep optical detector, IceCube-Gen2 will also feature a surface array above the optical array deep in the ice. As improvement over IceTop, the IceCube-Gen2 surface array will be comprised of elevated detectors to avoid snow coverage, and will combine two types of detec…

Shape and ionization of equatorial matter near compact objects from X-ray polarization reflection signatures
J. Podgorn\'y
https://arxiv.org/abs/2506.01798

Shape and ionization of equatorial matter near compact objects from X-ray polarization reflection signatures
Motivated by the success of the IXPE mission, we elucidate what can be inferred about 3D matter structures forming around the equatorial plane of accreting compact objects from 0.1-100 keV linear polarization induced by non-relativistic large-scale reflection. We construct a model of an optically thick elevated axially symmetric reflecting medium with arbitrary ionization profile, representing the known diverse scattering environments: from thick winds and super-Eddington funnel structures form…