✓ Reviewed

Author-Reviewed Papers

Papers where the original authors have engaged with our plain-language explanation.

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.

1359 papers reviewed by authors · 971–980 / 1359

⚛️ phenomenology

Prompt photon production in a bremsstrahlung in proton-proton collisions at s\sqrt{\mathbf{s}}=10 GeV NICA energies

This paper investigates the kinematic dependencies and polarization effects on the differential cross-section and double spin asymmetry of prompt photon production via bremsstrahlung in proton-proton collisions at NICA energies of s=10\sqrt{s}=10 GeV, noting that while this process constitutes a small fraction (0.03%) of the total prompt photon yield, it exhibits significant sensitivity to proton polarization at high transverse momenta.

Mohsun Rasim Alizada, Azar Inshalla Ahmadov2026-05-22✓ Author reviewed ⓘ
🔢 mathematics

A generalization of the Erd\H{o}s-Sierpinski conjecture

This paper investigates the equation σ(n+1)=kσ(n)\sigma(n+1) = k\sigma(n) by combining combinatorial generalizations of Zumkeller numbers with advanced probabilistic number theory techniques to prove that the solution set has zero natural density with an explicit upper bound of O(x/log⁡log⁡log⁡x)O(x/\sqrt{\log \log \log x}), while also establishing conditional infinitude for the case k=2k=2 under Schinzel's H Hypothesis.

Amirali Fatehizadeh2026-05-22✓ Author reviewed ⓘ
⚛️ high-energy theory

Entanglement viscosity to entropy density ratio for spin-3/2 theory

This paper investigates the universality of the entanglement viscosity to entropy density ratio for spin-3/2 fields within the Rarita-Schwinger-Adler theory, revealing that while both quantities can be negative (yielding a KSS-bound-saturating ratio), a Zubarev density operator approach confirms a positive entropy, thereby clarifying the origin of the negativity and highlighting the theory's conformal field theory features.

R. V. Khakimov, G. Yu. Prokhorov, O. V. Teryaev2026-05-22✓ Author reviewed ⓘ
💻 computer science

From Parameters to Data: A Task-Parameter-Guided Fine-Tuning Pipeline for Efficient LLM Alignment

The paper proposes From Parameters to Data (P2D), a unified framework that leverages task-sensitive attention heads to simultaneously guide data selection and parameter-efficient fine-tuning, achieving significant performance gains and a 7.0x speedup by synchronizing parameter updates with high-affinity data subsets.

Hao Chen, Qi Zhang, Liyao Li, Zhanming Shen, Wentao Ye, Lirong Gao, Ningtao Wang, Xing Fu, Xiaoyu Shen, Junbo Zhao2026-05-22✓ Author reviewed ⓘ
💬 NLP

Scene Abstraction for Lexical Semantics: Structured Representations of Situated Meaning

This paper introduces "Scene Abstraction," a framework that uses large language models to generate structured representations of the situated contexts and affective associations of words, validated by a new dataset (COCA-Scenes) and experiments demonstrating its superior alignment with human interpretation compared to existing embedding and knowledge-base approaches.

Yejin Cho, Katrin Erk2026-05-22✓ Author reviewed ⓘ