For every paper on this page, at least one of the original authors has seen our plain-language explanation and engaged with it — either confirming it reads accurately or requesting corrections that we then applied. An endorsement does not mean the authors formally approve every sentence, but it does mean the explanation has passed the eyes of the people who wrote the paper.

1343 papers reviewed by authors · 571–580 / 1343

🔬 physics

Spacetime Emergence from Flux-Tube Connectivity: A Flux-First Framework, Renormalization-Group Analysis, String-Theoretic Embedding, and First Numerical Tests

This paper proposes a "flux-first" framework where classical spacetime, gravity, and black hole thermodynamics emerge from the coarse-grained connectivity of a quantized flux-tube network, demonstrating through renormalization-group analysis, string-theoretic embedding, and numerical Monte Carlo tests that this approach naturally yields an induced Einstein–Hilbert action, the Bekenstein–Hawking area law, and a resolution of the gravity–QCD hierarchy.

Mohammad Hannan2026-07-06✓ Author reviewed ⓘ
📄 infectious diseases

Reimagining youth-responsive TB care: Voices and visions from adolescents and young adults who completed TB treatment in Nairobi, Kenya

This participatory qualitative study in Nairobi, Kenya, engaged adolescents and young adults who completed TB treatment alongside stakeholders to co-create youth-responsive service improvements, revealing that while social support and diagnosis were pivotal, significant barriers like diagnostic delays and stigma necessitate practical adaptations such as flexible clinic hours, enhanced privacy, and peer support.

Karisa, R. P., Ringwald, B., Awinja, A. C., Kagima, J. W., Nyaboke, D., Simba, J., Mwirigi, N., Sakwa, E. N., Macharia (…)2026-07-06✓ Author reviewed ⓘ
📄 earth science

Marine Heatwave-Induced Stratification Promoted Subsurface Heat Storage and Supported the Rapid Intensification of Tropical Cyclone Winston

This study reveals that a marine heatwave-induced shallow mixed layer and enhanced stratification during Tropical Cyclone Winston (2016) facilitated the accumulation of subsurface heat, which was subsequently entrained by storm-induced mixing to sustain elevated energy fluxes and drive the cyclone's rapid intensification.

Matthew Chinappa, Alexandre Ganachaud, Awnesh Singh, Saurabh Rathore2026-07-06✓ Author reviewed ⓘ
⚡ electrical engineering

An Integrated IoT-Based Predictive Maintenance Framework for Industrial Electrical Assets: A Hybrid Deep Learning Approach

This paper presents an integrated IoT-based predictive maintenance framework that combines high-resolution electrical sensing, multivariate feature engineering, and a hybrid Prophet-LSTM deep learning model to effectively detect incipient faults and quantify energy inefficiencies in industrial electrical assets.

Hüseyin Yanık, Erkan Ödemiş, Yetkin Tongar Serimer, Huzeyfe Doğrukan2026-07-06✓ Author reviewed ⓘ
📄 earth science

Detecting regional deep-ocean steric changes remains challenging with sea level budget analyses

This study evaluates the use of satellite altimetry, gravimetry, and Argo data to infer deep-ocean steric changes as a residual in sea level budgets, finding that robust regional detection remains challenging due to the method's lack of validation against long-term observations and the dominance of non-oceanographic gravity signals in certain regions like the Northeast Atlantic.

Yang Zhang, Xinfeng Liang, Don Chambers, Igor Yashayaev2026-07-06✓ Author reviewed ⓘ
📊 epidemiology

A simplified antigen-based serological algorithm accurately classifies MPXV exposure and vaccination status

This study demonstrates that a simplified serological algorithm using the A35R and B6R antigen pair accurately classifies MPXV exposure and vaccination status, offering a scalable alternative to complex multiplex assays for surveillance and vaccine evaluation.

Abdullahi, A., Adebisis, G., Wisso, H., Osawe, S., Kampmann, B., Abimiku, A., Gupta, R. K.2026-07-05✓ Author reviewed ⓘ