@seeingwithsound@mas.to2026-07-03 05:38:39
Researchers uncover biological mechanism that could reverse permanent hearing loss https://hearingreview.com/hearing-loss/hearing-disorders/sensorineural/researchers-uncover-biological-mechani…
@stefan@gardenstate.social2026-09-01 19:34:12
One Nightstand With Carly Rae Jepsen | Bustle
#interview
@iam_jfnklstrm@social.linux.pizza2026-10-02 10:08:48
Näe, nu blir den en kort lunch med knäckemacka och #blisakerpodden
@oekologisch_unterwegs@mastodon.online2026-08-02 16:10:15
Wie kann man #Pflaumen und #Zwetschgen einfrieren, um das ganze Jahr über köstliche #Blechkuchen zu backen? 🍑❄️
Entdecke das grooooße Geheimnis des Halbierens und des Viertelns.🥧🍂 Aber nic…
@Techmeme@techhub.social2026-09-02 06:21:09
Frontier AI labs are stepping up biological risk testing, which is harder than cybersecurity testing, where capabilities can be tested in digital environments (Financial Times)
https://www.ft.com/content/22bfa989-7477-434a-aa53-6fbfe6cd0335
@NFL@darktundra.xyz2026-08-31 13:16:30
Aaron Donald unretires as NFL teams trim rosters; Bill Belichick secures biggest win at UNC
https://www.cbssports.com/nfl/news/aaron-donald…
@arXiv_qbioOT_bot@mastoxiv.page2026-08-03 07:47:48
HenTwin: A Multimodal Digital Twin Framework for Longitudinal Biological State Monitoring in Laying Hens
Yashan Dhaliwal, Shreya Rao, Suresh Neethirajan
https://arxiv.org/abs/2607.28652 https://arxiv.org/pdf/2607.28652 https://arxiv.org/html/2607.28652
arXiv:2607.28652v1 Announce Type: new
Abstract: Early-life monitoring in laying hens remains constrained by fragmented single-modality sensing and the absence of formal system-level state representations. HenTwin, a multimodal digital twin framework implemented as a five-layer IoT architecture, formalizes flock-level multimodal biological state dynamics from hatch through 25 weeks of age. A four-dimensional biological state vector integrating body surface temperature, acoustic energy entropy, band energy ratio, and optical-flow-based motion is defined, with the temperature-humidity index treated as an exogenous environmental input to preserve intervention capability. A discrete-time state transition model is estimated from 25 weeks of longitudinal multimodal data collected from 150 Lohmann LSL-Lite hens across five controlled rooms at the Atlantic Poultry Research Centre, Dalhousie University. The estimated transition matrix exhibits modality-specific persistence while remaining asymptotically stable. Perturbation analysis demonstrates that a sustained 2.0 THI increase produces a stable long-run acoustic entropy elevation of 0.54 nats, approximately one-quarter of the entire 1.87-nat developmental decline observed across the study period. Pettitt change-point detection identifies coordinated multimodal developmental state transitions at Weeks 12-14. Cross-room validation suggests that structural transition parameters are partially transferable across rooms, whereas environmental input sensitivity requires room-specific calibration, supporting a two-tier IoT deployment architecture. Leave-one-out cross-validation demonstrates consistent out-of-sample model performance. HenTwin takes a first step toward formal, state-aware digital twin inference in precision livestock farming.
toXiv_bot_toot
@primonatura@mstdn.social2026-10-02 15:00:54
"Singapore’s plan to merge several islands could wipe out coral reefs"
#Singapore #CoralReef #Environment
@oekologisch_unterwegs@mastodon.online2026-09-02 10:12:29
Mehr als 2.000 vergrabene Baumwoll-Unterhosen lieferten Hinweise auf die biologische Aktivität von #Böden in der Schweiz.
Je aktiver #Bodenorganismen waren, desto stärker zersetzte sich das Material. Besonders schnell geschah dies in privaten
