Tootfinder

Audience Optimization - 4 Ways to Increase Streaming Royalties
#MusicianTips #UnsignedMusician

Audience Optimization - 4 Ways to Increase Streaming Royalties
Stan Stewart - @muz4now

Amazon says it plans to invest £40B in the UK economy over the next three years, including opening four new warehouses; Amazon invested £12B in the UK in 2023 (Freya Jones/Bloomberg)
https://www.bloomberg.com/news/articles/20

… found only 8% of articles in 2023 shared ANY Open data, consistent with previous reports for psychiatry and psychology research.
In our bioscience sample that year, only 8% of articles shared no Open data. Many factors underlying this difference, of course.

https://doi.org/10.1136/bmjment-2024-301333
👇 CMHN is our analysis of articles from researchers in the MRC-funded "Circadian and Mental Health Network". 3/3

Berend Botje https://archivo.kamasystems.nl/es/2023/03/29/berend-botje/

This https://arxiv.org/abs/2505.06448 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csDL_…

Gaming the Metrics? Bibliometric Anomalies and the Integrity Crisis in Global University Rankings
Global university rankings have transformed how certain institutions define success, often elevating metrics over meaning. This study examines universities with rapid research growth suggestive of metric-driven behaviors. Among the 1,000 most publishing institutions, 98 showed extreme output increases between 2018-2019 and 2023-2024. Of these, eighteen were selected for exhibiting sharp declines in first and corresponding authorship. Compared to national, regional, and international norms, thes…

Blameless Users in a Clean Room: Defining Copyright Protection for Generative Models
Aloni Cohen
https://arxiv.org/abs/2506.19881 https://

Blameless Users in a Clean Room: Defining Copyright Protection for Generative Models
Are there any conditions under which a generative model's outputs are guaranteed not to infringe the copyrights of its training data? This is the question of "provable copyright protection" first posed by Vyas, Kakade, and Barak (ICML 2023). They define near access-freeness (NAF) and propose it as sufficient for protection. This paper revisits the question and establishes new foundations for provable copyright protection -- foundations that are firmer both technically and legally. First, we sho…

Kantar: the share of Indians consuming media exclusively on mobile phones grew to 23% in Q1 2025, up from 15% in Q1 2023, as TVs stay unaffordable for many (Satviki Sanjay/Bloomberg)
https://www.bloomberg.com/news/articles/20…

Our Home
- #PianoImprov #NowPlaying -
https://muz4now.com/2023/our-home-pian

Our Home - #PianoImprov #NowPlaying
Stan Stewart - @muz4now

Abor & Tynna: *bescheren 🇩🇪 die drittbeste #ESC-Platzierung der letzten 10 Jahre und die sechstbeste der letzten 20 Jahre*
Deutsch-#Mastodon: hOfFeNtLicH tRiTt DiEseR eLeNdiGe #RaAb JeTzT ZUrÜcK

"World’s largest banks pledged $869bn to fossil fuel firms in 2024, new report finds"
#FossilFuels #Climate #ClimateChange

"The environmental burden of the United States’ bitcoin mining boom
Bitcoin mines—massive computing clusters generating cryptocurrency tokens—consume vast amounts of electricity. .... From mid-2022 to mid-2023, the 34 mines consumed 32.3 terawatt-hours of electricity—33% more than Los Angeles—85% of which came from fossil fuels. We estimated that 1.9 million Americans were exposed to ≥0.1 μg/m3 of additional PM2.5 pollution from Bitcoin mines"

The environmental burden of the United States’ bitcoin mining boom - Nature Communications
The paper maps air pollution from power plants supplying electricity to US Bitcoin mines. It finds that 1.9 million people in 2022-2023 breathed toxic amounts of Bitcoin mine attributable pollution, particularly around New York City and Houston.

from my link log —
Phil Rogaway on radical computer science.
https://csrc.nist.gov/Presentations/2023/radical-cs
saved 2025-01-14

Cada vez que veo noticias sobre las IAs como esta pienso que aquí nos enteramos de estas miserias, se comparten, se comentan... pero ¿y fuera? Por ejemplo, la gente en general es consciente de lo que supone para su privacidad que una IA grabe y "transcriba" una conversación confidencial con su médico?

Jährlicher Zubau und Rückbau von #Balkonsolarleistung in Deutschland mit Stand vom 18.07.2025.
Unplausible Inbetriebnahmedaten von 1900 bis 2015 wurden durch das Registrierungsdatum der #Steckersolaranlage ersetzt.

Der gesamte contentindustrielle Journalismus ist eine gigantische Kopiermaschine für industriell erzeugte Dummheit geworden, und über dem breiten Tor, das in die Idiocracy und das nächste finstere Mittelalter führt, stehen als flammendes Menetekel die Worte Breaking News
#Selbstzitat | Quelle:

Stochastic heat flow is a black noise
Yu Gu, Li-Cheng Tsai
https://arxiv.org/abs/2506.16484 https://arxiv.org/pdf/2506.16484

Stochastic heat flow is a black noise
We prove that the stochastic heat flow Caravenna Sun Zygouras (2023), Tsai (2024) is a black noise in the sense of Tsirelson (2004). As a corollary, the 2d stochastic heat equation driven by a mollified spacetime white noise becomes asymptotically independent of that noise in the scaling limit.

If you read the "Bluesky requires IDs now" post:
1. This only applies to UK users.[1]
2. It's because the UK is building a surveillance state that requires websites and apps to do this, not because Bluesky is evil.[2]
3. It's either that or shut down in the UK.
Whether you like it or not, this also affects Mastodon—and even personal blogs with comments enabled.[3]
[1] https://www.theverge.com/news/704468/bluesky-age-verification-uk-online-safety-act
[2] https://en.wikipedia.org/wiki/Online_Safety_Act_2023
[3] https://www.bentasker.co.uk/posts/blog/law/doing-an-osa-assessment-for-my-single-user-fedi-server.html

New tool lets artists ‘poison’ their artwork to deter AI companies from using it to train their models
https://www.cnbc.com/2023/10/27/new-tool-lets-artists-poison-their-artwork-to-deter-ai-companies.html

This new tool lets artists 'poison' their artwork to deter AI companies from using it to train their models—here’s how it works
If an artist doesn't want their pieces being used to train AI image generators, a new tool called Nightshade would let them "poison" their artwork.

Huh.. .??
Een Heineken flesje in een @… aflevering?
Waar zijn die Duitsers mee bezig? 😅
Tatort: Schutzmaßnahmen (2023) - #ARD

Amendments to the Montana Consumer Data Privacy Act Bring Big Changes to Big Sky Country
https://fpf.org/blog/amendments-to-the-montana-consumer-data-privacy-act-bring-big-changes-to-big-sky-country/

This week is building up to a crescendo of critical cybersecurity developments, so don't miss today's Metacurity for the top infosec news stories you should know, including
--CISA nominee Plankey pulled from Senate confirmation hearing,
--The Com has been hacking Salesforce tools,
--Chinese hackers broke into US telecoms in 2023,
--Law enforcement busts up BidenCash,
--China issues warrants for 20 alleged Taiwanese hackers,
--Feds are probing CrowdS…

CISA nominee Plankey pulled from Senate confirmation hearing
The Com has been hacking Salesforce tools, Chinese hackers broke into US telecoms in 2023, Law enforcement busts up BidenCash, China issues warrants for 20 alleged Taiwanese hackers, Feds are probing CrowdStrike's 2024 outage, Reddit sues Anthropic for scraping comments, much more

According to the TidBITS article “A Roundup of Vertical Tab Support in Mac Web Browsers” <https://tidbits.com/2023/06/05/a-roundup-of-vertical-tab-support-in-mac-web-browsers/>, Safari supports vertical tabs since version 16.
I did not know it!
I don’t seem to be able to get the Safari vertical tabs to work though.
I can see the list of tabs in the Sidebar.
I also have the tabs displays horizontally at the top of the window (in both Separate or Compact mode).
I was expecting no tabs at the top when using vertical tabs. Is that not what you’d expect when thinking about vertical tabs?

I’ve been enjoying the beginner focused articles on bikes here…
➡️ #MastoBikes #biking

Homepage
For Cyclists, By Cyclists. Trusted by Over 1 Million Riders in 2023 Meet the BikeTips Team Rory McAllister Managing Editor UESCA Cycling Coach & Bikepacking Fanatic Ben Gibbons Deputy Editor, Injuries & Sports Science Personal

spanish_highschools: Spanish high schools (2023)
Directed networks of friendships obtained through a social survey of spanish high school students.
This network has 458 nodes and 7613 edges.
Tags: Social, Offline, Weighted, Metadata
https://networks.skewed.de/net/spanish

For #MusicWomenWednesday this week, a killer new find-- Melbourne, Australia's PHANTASM. Some really ripping hardcore punk here highlighted by the raw, furious vocals of Bernadette Fitzgibbon. Stumbled across this 4 song 7" EP 'Conflict Reality' that Phantasm put out in 2023 via Hardcore Victim, and I've really been digging it this week.

Lite förenklat tror jag att jag kan påstå att matavfall bidrar till Sveriges energimix med 0,2% 2023.
Total energitillförsel 2023: 507 TWh
- Varav biobränslen: 149,6 TWh
Total biogasanvändning: 4,1 TWh
- Varav matavfall 24%, dvs 1 TWh
Har jag missat något här? Eller räknat uppåt väggarna? #energipolitik

Diarycast - Year In Review (2023) - The rollercoaster thrills and spills of 2023 at EOU Towers... #podcast #yearInReview - https://www.

Diarycast - Year In Review (2023)
The rollercoaster thrills and spills of 2023 at EOU Towers... #podcast #yearInReview

Over the last couple of weeks I introduced you to our homeless stray cat Cinderella and her descendants Nele, Nepomuk and Nera. Today I'll show you the last one of our cats: say hello to Kasimir. He was also homeless, found by my brother 12 years ago. He moved together with us, when we relocated from Bavaria to the north-eastern corner of Germany in December 2023. Living alone with us for 10 years, it took a while until he became friend with the stray cats family.

Inverted Classroom in der Einf\"uhrungsveranstaltung Programmierung
Ulrich von Zadow, Natalie Kiesler
https://arxiv.org/abs/2506.10057 https://…

Inverted Classroom in der Einführungsveranstaltung Programmierung
Traditionally, the introductory programming course for computer science students at Nuremberg Tech had been implemented as a combination of lectures and exercise sessions. Due to high failure rates in the winter semester 2023/24, an experimental teaching concept based on the inverted classroom was implemented for one cohort in the winter semester 2024/25. Students had to prepare themselves through literature work and activating teaching and learning methods. The course was accompanied by a seri…

Could Cowboys trade former 2nd-round pick before rookie deal done? https://cowboyswire.usatoday.com/story/sports/nfl/cowboys/2025/06/15/cowboys-trade-luke-schoonmaker-consideration/84204653007/

A former employee says fewer than 10,000 people use Ola Krutrim's LLM chatbot, which supports 10 Indian languages, and that over 60% of them are random testers (Swathi Moorthy/The Economic Times)
https://

Krutrim finds few takers for its LLMs and cloud products
Ola founder Aggarwal first announced Krutrim in December 2023, launching an LLM that could support 10 Indian languages, starting with Krutrim chatbot in February 2024, and cloud offering shortly after. Two founders told ET recently that repeated sign-in attempts were blocked by a persistent “logged out of session” error, making sign-up via mobile or Gmail difficult.

Density estimation via periodic scaled Korobov kernel method with exponential decay condition
Ziyang Ye, Haoyuan Tan, Xiaoqun Wang, Zhijian He
https://arxiv.org/abs/2506.15419

Density estimation via periodic scaled Korobov kernel method with exponential decay condition
We propose the periodic scaled Korobov kernel (PSKK) method for nonparametric density estimation on $\mathbb{R}^d$. By first wrapping the target density into a periodic version through modulo operation and subsequently applying kernel ridge regression in scaled Korobov spaces, we extend the kernel approach proposed by Kazashi and Nobile (SIAM J. Numer. Anal., 2023) and eliminate its requirement for inherent periodicity of the density function. This key modification enables effective estimation …

NYT and Amazon agree to a content licensing deal for use in Amazon's AI platforms and to bring the NYT's "content to a variety of Amazon customer experiences" (New York Times)
https://www.nytimes.com/2025/05/29/business/m…

The Times and Amazon Announce an A.I. Licensing Deal
In 2023, The Times sued OpenAI and Microsoft for copyright infringement. Now its editorial content will appear across Amazon platforms.

Attention nerds: For God's sake, can we PLEASE get Dungeons & Dragons 2 already?
▶️ Dungeons & Dragons: Honor Among Thieves | Official Trailer (2023 Movie)
https://youtube.com/watch?v=IiMinixSXII&si=LlSaWnz1qAKrRmxc

A Tale of Two Shocks
Robert F. Wimmer-Schweingruber, Domenico Trotta, Rungployphan Kieokaew, Liu Yang, Alexander Kollhoff, Lars Berger, Patrick K\"uhl, Stephan I. B\"ottcher, Bernd Heber, Philippe Louarn, Andrey Fedorov, Javier Rodriguez-Pacheco, Ra\'ul G\'omez-Herrero, Francisco Espinosa Lara, Ignacio Cernuda, Yulia Kartavykh, Linghua Wang, George C. Ho, Robert C. Allen, Glenn M. Mason, Zheyi Ding, Andrea Larosa, G. Sindhuja, Sandra Eldrum, Sebastian Fleth, David Lar…

A Tale of Two Shocks
It was the best of times, it was the worst of times, . . . - for the thermal/suprathermal particle populations in the vicinity of two traveling interplanetary shocks observed by Solar Orbiter on 2023-11-29 07:51:17 UTC and 2023-11-30 10:47:26 UTC at $\sim 0.83$ astronomical units from the Sun. We investigate these two very dissimilar shocks and elucidate their non-equilibrium features. We do not provide explanations of all observed features, our aim is to report them here for future reference…

The average surface temperature of the Mediterranean Sea is at record level for this early in summer, at 3°C above the 1982-2011 average. Could end up well above the 2023-2024 record summer peaks (Jul-Aug) of 28°C.
https://www.ceam.es/ceamet/SST/SST-trend.html

Strong converse rate for asymptotic hypothesis testing in type III
Nicholas Laracuente, Marius Junge
https://arxiv.org/abs/2507.07989 https://

Strong converse rate for asymptotic hypothesis testing in type III
We extend from the hyperfinite setting to general von Neumann algebras Mosonyi and Ogawa's (2015) and Mosonyi and Hiai's (2023) results showing the operational interpretation of sandwiched relative Rényi entropy in the strong converse of hypothesis testing. The specific task is to distinguish between two quantum states given many copies. We use a reduction method of Haagerup, Junge, and Xu (2010) to approximate relative entropy inequalities in an arbitrary von Neumann algebra by those in finit…

Ihmisen jalanjälki #luonto #ympäristö

Ihmisen jalanjälki
Miten ihmisen toiminta on vaikuttanut maapallon nykytilaan ja evoluutioon? Yhdysvaltalainen biologi Shane Campbell-Staton selvittää ihmisen jättämää jalanjälkeä maapallolla käyttäen esimerkkejä jokapäiväisestä elämästämme. (Human Footprint. Tuotanto: Days Edge Productions/PBS, Yhdysvallat 2023.)

Das ist noch die einzige "alte" #Zucchini aus 2023 von der vorherigen Sorte. Die haben keine so helle Streifen, wie die neue Sorte. Ist abr egal.
Glücklicherweise kann man die #Früchte wochenlang lagern, sodass ein

Die Erde speichert derzeit mehr als doppelt so viel Wärme, wie #Klimamodelle es erwarten.
Die #Energieungleichgewicht liegt 2023 bei 1,8 W/m² und übersteigt die Prognosen deutlich. Forscher vermuten eine abnehmende

Greenhouse Gases Are Trapping Twice As Much Heat As They Should, Leading To A Record-Breaking Energy Imbalance
Only by phasing out fossil fuels immediately can this problem be fixed.

spanish_highschools: Spanish high schools (2023)
Directed networks of friendships obtained through a social survey of spanish high school students.
This network has 534 nodes and 12812 edges.
Tags: Social, Offline, Weighted, Metadata
https://networks.skewed.de/net/spanish

from my link log —
Vectorized interpreters: mass rapid transit for programming languages.
http://venge.net/graydon/talks/VectorizedInterpretersTalk-2023-05-12.pdf
saved 2025-06-05

Hedging Deposit Run Risk Prior to the 2023 Regional Banking Crisis
Matt Brigida, Kathleen Maceyka
https://arxiv.org/abs/2506.03344 https://

Hedging Deposit Run Risk Prior to the 2023 Regional Banking Crisis
In this analysis we determine factors driving the cross-sectional variation in uninsured deposits during the interest rate raising cycle of 2022 to 2023. The goal of our analysis is to determine whether banks proactively managed deposit run risk prior to the hiking cycle which produced the 2023 Regional Banking Crisis. We find evidence that interest rate forward, futures, and swap use affected the change in a bank uninsured deposits over the period. Interest rate option use, however, has no eff…

Evolution of QPO During Discovery Outburst of MAXI J1834-021: Estimation of Intrinsic Parameters from Spectro-Temporal Study
Dipak Debnath, Hsiang-Kuang Chang
https://arxiv.org/abs/2506.10267

Evolution of QPO During Discovery Outburst of MAXI J1834-021: Estimation of Intrinsic Parameters from Spectro-Temporal Study
The Galactic transient black hole candidate (BHC) MAXI~J1834-021 was detected for the first time by MAXI/GSC on February 05, 2023 and it was active for next $\sim 10$~months. A monotonic evolution of low-frequency QPOs from higher to lower frequencies is observed in the middle-phase of the outburst. We study this evolution of the QPO with the propagating oscillatory shock (POS) model, and it suggests the presence of a receding shock. The POS model fit also estimates the mass of the source to be…

A $q$-analogue of Gosper's strange evaluation of the hypergeometric series
Yuka Yamaguchi
https://arxiv.org/abs/2507.01499 https://

A $q$-analogue of Gosper's strange evaluation of the hypergeometric series
In 1977, Gosper conjectured many strange evaluations of hypergeometric series. One of them is a ${}_{2}F_{1}$-series identity with two free parameters, which was proved by Ebisu (2013), Chu (2017), and Campbell (2023) in different ways. In this paper, we present a $q$-analogue of the ${}_{2}F_{1}$-series identity, along with its generalization, by using three-term relations for the ${}_{2}ϕ_{1}$ basic hypergeometric series.

Universal Jailbreak Suffixes Are Strong Attention Hijackers
Matan Ben-Tov, Mor Geva, Mahmood Sharif
https://arxiv.org/abs/2506.12880 https://

Universal Jailbreak Suffixes Are Strong Attention Hijackers
We study suffix-based jailbreaks$\unicode{x2013}$a powerful family of attacks against large language models (LLMs) that optimize adversarial suffixes to circumvent safety alignment. Focusing on the widely used foundational GCG attack (Zou et al., 2023), we observe that suffixes vary in efficacy: some markedly more universal$\unicode{x2013}$generalizing to many unseen harmful instructions$\unicode{x2013}$than others. We first show that GCG's effectiveness is driven by a shallow, critical mechani…

Memo: David Leavy, who became CNN's COO in 2023, is leaving; sources say the longtime key lieutenant of David Zaslav is returning to Warner Bros. Discovery (Brian Steinberg/Variety)
https://variety.com/2025/tv/news/david-leavy-cnn…

David Leavy, CNN's COO, Will Return to Warner Bros. Discovery
David Leavy will leave CNN and return to duties at corporate parent Warner Bros. Discovery, where he has long been a key aide to CEO David Zaslav

Sources: Chinese hackers breached a US telecom company in the summer of 2023, a year before US officials and cybersecurity firms detected the Salt Typhoon hacks (Jake Bleiberg/Bloomberg)
https://www.bloomberg.com/news/articles/20

This https://arxiv.org/abs/2402.01942 has been replaced.
link: https://scholar.google.com/scholar?q=a

Pairwise Rearrangement is Fixed-Parameter Tractable in the Single Cut-and-Join Model
Genome rearrangement is a common model for molecular evolution. In this paper, we consider the Pairwise Rearrangement problem, which takes as input two genomes and asks for the number of minimum-length sequences of permissible operations transforming the first genome into the second. In the Single Cut-and-Join model (Bergeron, Medvedev, & Stoye, J. Comput. Biol. 2010), Pairwise Rearrangement is $\#\textsf{P}$-complete (Bailey, et. al., COCOON 2023), which implies that exact sampling is intracta…

Adams Building, Nottingham, September 2023
#photography #ukphotographer #nottingham #monochrome

Spatiotemporal evolution of UV pulsations and their connection to 3D magnetic reconnection and particle acceleration
Stefan Purkhart, Hannah Collier, Laura A. Hayes, Astrid M. Veronig, Miho Janvier, S\"am Krucker
https://arxiv.org/abs/2506.03825

Spatiotemporal evolution of UV pulsations and their connection to 3D magnetic reconnection and particle acceleration
Quasi-periodic pulsations (QPPs) are a common feature of impulsive solar flare emissions, yet their driving mechanism(s) remain unresolved. We study long-period (3.4 min) QPPs in the M3.7 flare on Feb 24, 2023, using SDO/AIA and Solar Orbiter/STIX to pinpoint their source and driver. We analyzed UV and HXR emissions from four subregions covering the flare ribbons and footpoints of the erupting filament. We find the QPP characteristics varied significantly across these regions. The strongest UV …

This https://arxiv.org/abs/2403.15001 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_mat…

Torsion pairs in categories of modules on ringed finite sites
Let $\mathcal{C}$ be a small category. In this paper, we mainly study the category of modules $\mathfrak{M}\mbox{od-}\mathfrak{R}$ on ringed sites $(\mathbf{C},\mathfrak{R})$. We firstly reprove the Theorem A of the paper (M. Wu and F. Xu. Skew category algebras and modules on ringed finite sites. J. A. 631, 2023), then we characterize $\mathfrak{M}\mbox{od-}\mathfrak{R}$ in terms of the torsion modules on $Gr(\mathfrak{R})$, where $Gr(\mathfrak{R})$ is the linear Grothendieck construction of $…

Counterpoint Research: Apple's iPhone sales in China grew 8% YoY in Q2 2025, the first time Apple has recorded growth in China since Q2 2023 (Arjun Kharpal/CNBC)
https://www.cnbc.com/2025/07/03/apple-china-iphone-sales-grew-fo…

Apple's China iPhone sales grows for the first time in two years
Apple is facing intense competition in China from a resurgent Huawei.

from my link log —
Surety: The world’s oldest blockchain has been hiding in the New York Times since 1995.
https://www.vice.com/en/article/j5nzx4/what-was-the-first-blockchain
saved 2023-10-05

The World’s Oldest Blockchain Has Been Hiding in the New York Times Since 1995
This really gives a new meaning to the “paper of record."

FuboTV agrees to pay $3.4M to settle a 2023 class action lawsuit alleging it violated US and California privacy laws over user data; Fubo denies the claims (Luke Bouma/Cord Cutters News)
https://cordcuttersnews.com/fu…

Fubo May Owe You Money After Agreeing to Pay $3.4 Million to Settle Class Action Lawsuit Over Privacy Violations | Cord Cutters News
FuboTV Inc. and FuboTV Media Inc. have agreed to pay $3.4 million to settle a class action lawsuit alleging the companies violated federal and California privacy laws, including the Video Privacy Protection Act (VPPA), the California Invasion of Privacy Act (CIPA), and California Civil Code § 1799.3. The lawsuit claims Fubo improperly collected, stored, used, […]

Jährlicher Zubau und Rückbau von #Balkonsolarleistung in Deutschland mit Stand vom 03.07.2025.
Unplausible Inbetriebnahmedaten von 1900 bis 2015 wurden durch das Registrierungsdatum der #Steckersolaranlage ersetzt.

The Measurement Imbalance in Agentic AI Evaluation Undermines Industry Productivity Claims
Kiana Jafari Meimandi, Gabriela Ar\'anguiz-Dias, Grace Ra Kim, Lana Saadeddin, Mykel J. Kochenderfer
https://arxiv.org/abs/2506.02064

The Measurement Imbalance in Agentic AI Evaluation Undermines Industry Productivity Claims
As industry reports claim agentic AI systems deliver double-digit productivity gains and multi-trillion dollar economic potential, the validity of these claims has become critical for investment decisions, regulatory policy, and responsible technology adoption. However, this paper demonstrates that current evaluation practices for agentic AI systems exhibit a systemic imbalance that calls into question prevailing industry productivity claims. Our systematic review of 84 papers (2023--2025) reve…

Solar Flare Prediction Using LSTM and DLSTM with Sliding Window Pattern Recognition
Zeinab Hassani, Davud Mohammadpur, Hossein Safari
https://arxiv.org/abs/2507.05313

Solar Flare Prediction Using LSTM and DLSTM with Sliding Window Pattern Recognition
We investigate the use of Long Short-Term Memory (LSTM) and Decomposition-LSTM (DLSTM) networks, combined with an ensemble algorithm, to predict solar flare occurrences using time-series data from the GOES catalog. The dataset spans from 2003 to 2023 and includes 151,071 flare events. Among approximately possible patterns, 7,552 yearly pattern windows are identified, highlighting the challenge of long-term forecasting due to the Sun's complex, self-organized criticality-driven behavior. A slidi…

Constraining the Origin of FRB 20121102A's Persistent Radio Source with Long-Term Radio Observations
Mohit Bhardwaj, Arvind Balasubramanian, Yasha Kaushal, Shriharsh P. Tendulkar
https://arxiv.org/abs/2506.23861

Constraining the Origin of FRB 20121102A's Persistent Radio Source with Long-Term Radio Observations
The persistent radio source (PRS) associated with FRB 20121102A, the first precisely localized repeating fast radio burst (FRB), provides key constraints on both its local environment and the nature of the underlying FRB engine. We present a seven-year (2016-2023) temporal analysis of the PRS, combining new uGMRT observations with archival data across L-band frequencies. We find no statistically significant long-term trend in its L-band flux density. The observed variability is consistent with …

🇺🇦 #NowPlaying on #BBC6Music's #6MusicsIndieForever
The Last Dinner Party:
🎵 Nothing Matters (6 Music Session, 7 Jul 2023)
#TheLastDinnerParty
https://lookingglassalice.bandcamp.com/track/nothing-matters-the-last-dinner-party-looking-glass-alice-remix
https://open.spotify.com/track/3p84R45PM75ngq8XRoe45o