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.

1390 papers reviewed by authors · 1–10 / 1390

🔬 physics

Integrating Density Functional Theory, Machine Learning, and Device Simulation for Perovskite Photovoltaics: A Review

This review critically synthesizes a cross-scale computational paradigm that integrates Density Functional Theory, machine learning, and device simulations to bridge microscopic atomistic parameters with macroscopic transport equations, offering a roadmap for the high-throughput discovery of stable and efficient lead-free perovskite photovoltaics.

Sameer Pandey2026-10-30✓ Author reviewed ⓘ
📄 agriculture

Bridging Local Ecological Knowledge and Pastoral Agroecosystems: A Conceptual Framework from North-Central Patagonia

This paper introduces the Pastoral Agroecosystem Framework (PAF) for North-Central Patagonia, demonstrating how Local Ecological Knowledge guides adaptive management of native forage resources and strategic environments to ensure the productivity, stability, and resilience of family subsistence farming against desertification and climate change.

Lucía D. Castillo, Ana Haydee Ladio2026-10-30✓ Author reviewed ⓘ
💻 computer science

Response-balanced sampling relocates rather than improves accuracy in slope-stability surrogates under a fixed simulation budget

Under a fixed simulation budget, response-balanced sampling for slope-stability surrogates fails to systematically improve overall accuracy and instead merely redistributes predictive precision within the critical decision-making range—yielding a gain in the rare unstable zone [0.5, 1) at the expense of the [1, 2) zone—without providing a net gain over standard Latin hypercube sampling.

Iancu-Bogdan Teodoru, Alessia Amelio, Mircea Aniculăesi, Irina Lungu2026-10-30✓ Author reviewed ⓘ
📄 medicine

Conditions for Pharmacological Sanctuaries in Perivascular Tumour Cords: A Reaction–Diffusion Analysis, a Regrowth-Kinetics Identity, and a Descriptive Survival Analysis of Histologic Subtype in Resected Lung Adenocarcinoma

This study combines reaction–diffusion modeling and clinical cohort analysis to demonstrate that small-molecule pharmacological sanctuaries for osimertinib are geometrically restricted to outward perivascular tumor cords rather than avascular nests, while histologic lepidic architecture in resected lung adenocarcinoma is associated with a significantly lower risk of recurrence compared to more compact patterns.

Luca Celebrano2026-10-29✓ Author reviewed ⓘ
📄 medicine

Couple fertility-preference concordance and decision-making regarding contraceptive non-use among women in union in Somalia: A cross-sectional study

This cross-sectional study of 7,481 women in union in Somalia reveals that while fertility-preference discordance does not significantly influence contraceptive non-use decision-making, uncertainty regarding a partner's fertility preferences is associated with a higher likelihood of joint decision-making compared to concordant couples.

Abdirahman Saeed Mohamed2026-10-29✓ Author reviewed ⓘ
⚡ electrical engineering

MtReNIRS: A Self-Supervised Foundation Model for Transferable Neurovascular Representations

The paper introduces MtReNIRS, a self-supervised foundation model pretrained on 12 diverse fNIRS datasets that learns generalizable neurovascular representations by mapping heterogeneous montages to a shared anatomical reference, thereby achieving superior cross-subject performance and few-shot calibration compared to existing methods.

Tony Chae, Kleanthis Avramidis, Dimitra Emmanouilidou, Ivan J. Tashev2026-10-28✓ Author reviewed ⓘ
💻 computer science

PASS Is a Claim, Not an Observation: Mechanical Re-verification of 10 Self-Asserted Fix Claims in a Live Multi-Agent Audit Layer

This paper demonstrates through the mechanical re-verification of 10 self-asserted fix claims in a live multi-agent system that "PASS" declarations are untrustworthy assertions rather than factual observations, as 50% of verifiable claims failed to exhibit the claimed defensive patterns at their specified locations.

Lei Zhenbing, Lei Chang2026-10-28✓ Author reviewed ⓘ
⚛️ phenomenology

Constraining New Physics by Studying Single Top Quark Production

This study proposes a beyond-Standard-Model framework featuring a charged scalar particle (HcH_c) and demonstrates that combining cross-section variations in s- and t-channels with spin correlation analyses in the s-channel can effectively constrain the model's parameter space using single top quark production data.

Maryam Roknabadi, Saeid Paktinat Mehdiabadi, Seyed Mohammad Reza Tabatabaei2026-10-28✓ Author reviewed ⓘ