Author-Reviewed Papers

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.

1335 papers reviewed by authors · 1–10 / 1335

💬 NLP

CrossTL: Hub-Based Translation of GPU Programs and the Preservation of Source Rules

This paper introduces CrossTL, an open-source hub-based translator that routes ten GPU languages to eleven targets via a rule-carrying intermediate language (CrossGL), demonstrating that explicitly preserving source-specific semantic rules significantly reduces translation divergences compared to syntax-only approaches, though it cannot fully guarantee correctness due to underlying implementation non-conformities and offers only marginal usability gains on large-scale third-party code.

NRIPESH NIKETAN, VAATSALYA SHRIVASTVA, BHUSHAN SRIVASTAVA, SUSHANT MISHRA2026-10-20✓ Author reviewed ⓘ

🔢 mathematics

Uniform vector bundles over $\mathbb{P}^4$

This paper classifies all uniform vector bundles of rank less than 8 over the four-dimensional projective space $\mathbb{P}^4$ , thereby confirming the long-standing conjecture that such bundles are homogeneous for $n=4$ .

Rong Du, Yuhang Zhou2026-10-20✓ Author reviewed ⓘ

🔢 mathematics

A Pöschl--Teller approximation to the wave equation outside a torus

This paper establishes dispersive estimates for the wave equation in the exterior of a torus by introducing an approximate operator that separates into Schrödinger operators with Pöschl-Teller potentials, leveraging their known spectral solutions to derive high-frequency accuracy and control the approximation error via Duhamel's principle.

Ronald Quirchmayr, Alden Waters2026-10-20✓ Author reviewed ⓘ

🔬 physics

Physics-Transfer Learning: A Physics-Constrained Theory for Zero-Shot Generalization Along the Ladder of Complexity

This paper proposes Physics-Transfer (PT) learning, a physics-constrained theory that enables zero-shot generalization to complex, data-scarce domains by constructing chains of anchor domains and providing computable indicators to assess transfer feasibility and bound target risk without requiring target labels.

Yingjie Zhao, Zhiping Xu2026-10-19✓ Author reviewed ⓘ

🔬 applied physics

Programming the Nonlinear Optics of a Nanoporous Photonic Metamaterial by Confined Crystallization

This paper demonstrates that the nonlinear optical properties of a nanoporous photonic metamaterial can be programmatically engineered by controlling the crystallization orientation of benzil within anodic aluminum oxide nanochannels, enabling the transition from isotropic to macroscopically anisotropic second-harmonic generation through confined crystallization.

Andrii Z. Maxym, Junhui Lang, Bouchta Sahraoui, Anatoliy S. Andrushchak, Yaroslav Shchur, Olha Kityk, Robert Wielgosz, M (…)2026-10-19✓ Author reviewed ⓘ

🔬 condensed matter

Synergistic Self-Driven Nanoconfinement and Dynamical Heterogeneity in Deeply Supercooled "No Man's Land" Water

Using molecular dynamics simulations, this study reveals that deeply supercooled water in the "no man's land" regime forms a unique, self-arrested liquid state driven by a self-generated nanoporous "soft skeleton" that imposes intrinsic nanoconfinement, thereby resolving the structural and thermodynamic anomalies of this debated phase.

Péter Süle2026-10-19✓ Author reviewed ⓘ

🧬 biology

Untreated controls reveal that pre-treatment prediction of cancer cell fate mostly reflects growth fitness

This study demonstrates that pre-treatment transcriptomic predictions of cancer cell fate primarily reflect intrinsic growth fitness rather than specific drug tolerance, as untreated control models achieve comparable predictive accuracy to drug-specific models.

Rabeya Noor, Khairum Jahan Roza2026-10-19✓ Author reviewed ⓘ

🔬 condensed matter

Anti-synchronized collective rotation in magnetic colloidal particles under rotating magnetic fields

This paper demonstrates a distinct nonequilibrium state in two-dimensional magnetic colloidal clusters, termed "anti-synchronized collective rotation," where the crystalline core rotates opposite to the applied rotating magnetic field due to insufficient torque compensation and enhanced bond deformation at a defect-rich interface, leading to a first-order-like dynamical transition back to synchronized rotation at higher frequencies.

Adithya Bharath, A. V. Anil Kumar2026-10-19✓ Author reviewed ⓘ

💬 NLP

Reasoning Models Can Control Their Chains of Thought When They Tell Themselves To

This paper argues that the previously reported low controllability of reasoning models' chains of thought is largely due to simple user prompting, demonstrating that significantly higher controllability can be achieved through self-instruction while also revealing a new risk where this capability could be exploited to evade monitoring.

Uriel Dolev, Idan Schwartz, Yoav Goldberg2026-10-19✓ Author reviewed ⓘ

💬 NLP

ScoutRoute: Efficient Mixture-of-Experts Routing Using Internal Language Model Signals

ScoutRoute is a lightweight, post-hoc routing framework that efficiently selects expert models from heterogeneous collections by leveraging internal signals from a single forward pass of an inexpensive scout model, achieving superior routing accuracy and calibration without modifying the underlying language models.

Rajdeep Pandhare, Delzaan Bharucha2026-10-19✓ Author reviewed ⓘ

CrossTL: Hub-Based Translation of GPU Programs and the Preservation of Source Rules

Uniform vector bundles over P4\mathbb{P}^4P4

A Pöschl--Teller approximation to the wave equation outside a torus

Physics-Transfer Learning: A Physics-Constrained Theory for Zero-Shot Generalization Along the Ladder of Complexity

Programming the Nonlinear Optics of a Nanoporous Photonic Metamaterial by Confined Crystallization

Synergistic Self-Driven Nanoconfinement and Dynamical Heterogeneity in Deeply Supercooled "No Man's Land" Water

Untreated controls reveal that pre-treatment prediction of cancer cell fate mostly reflects growth fitness

Anti-synchronized collective rotation in magnetic colloidal particles under rotating magnetic fields

Reasoning Models Can Control Their Chains of Thought When They Tell Themselves To

ScoutRoute: Efficient Mixture-of-Experts Routing Using Internal Language Model Signals

Uniform vector bundles over $\mathbb{P}^4$