Author-Reviewed Papers | Gist.Science

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 · 291–300 / 1335

💻 computer science

Cross-Stack Validation of Language-Model Training: A Clinical Fine-Tuning Case Study

This paper demonstrates that independently implemented training stacks, specifically PyTorch and a Zig-based framework called numbat, can serve as effective differential oracles to validate large-scale clinical language model fine-tuning, successfully uncovering 17 previously missed faults—including critical data rendering mismatches and language-specific memory management issues—that single-stack development overlooked.

Thang Tran (CloudKites AI Lab), Lan Dang (Monash Business School, Monash University)2026-08-26✓ Author reviewed ⓘ

📄 chemistry

Conceptual Design of Corrugated Helical Spherical Zeolite Pellets for Improving Hydraulic Conductivity and Phosphate Removal

This study demonstrates that corrugated helical zeolite pellets significantly outperform conventional smooth spherical pellets by increasing hydraulic conductivity by 55%, reducing pressure drop by 35%, and improving phosphate removal efficiency by 25% through geometric optimization alone.

Mary Ann Del Mundo, Agnes Filomena Wark, Albert Jubilo2026-08-26✓ Author reviewed ⓘ

📄 bioengineering

A rapidly deployable CRISPR-Cas3 diagnostic platform for emerging RNA viruses

The paper introduces CONAN-SWIFT, a rapidly deployable platform that integrates computational design, RT-LAMP amplification, and CRISPR-Cas3 detection to enable sensitive, portable diagnosis of emerging RNA viruses within approximately three weeks of sequence availability.

Nakamura, J., Miyazaki, K., Torii, S., Kitajima, M., Mikamo, K., Kimihira, T., Morimoto, L., Ashayqa, H., Ito, J., Takes (…)2026-08-26✓ Author reviewed ⓘ

💻 computer science

Federated Learning Meets Random Access: Energy-Efficient Uplink Resource Allocation

This paper proposes energy-efficient uplink resource allocation strategies for wireless networks hosting concurrent federated learning and random access traffic, demonstrating that ALOHA outperforms slotted-ALOHA in FL-dominated scenarios while slotted-ALOHA is superior when random access traffic prevails.

Giovanni Perin, Eunjeong Jeong, Nikolaos Pappas2026-08-26✓ Author reviewed ⓘ

🔬 condensed matter

Loop currents in Haldane's model and in time-reversal-breaking superconductors

This paper theoretically demonstrates that the integrated optical spectral weight of the frequency-dependent ac Hall conductivity serves as a direct experimental probe for quantifying steady loop currents in both Haldane's model and time-reversal-breaking chiral superconductors on a honeycomb lattice.

Azzam Alzahrani, Victor M. Yakovenko2026-08-25✓ Author reviewed ⓘ

🤖 machine learning

What actually runs: a measurement study of language model placement and decode speed on the Apple Neural Engine

Through a rigorous measurement study of language model placement and decode speed on the Apple Neural Engine, the author demonstrates that computational expression and weight encoding, rather than model architecture alone, dictate accelerator residency and performance, leading to a design procedure that prioritizes encoding efficiency to achieve significantly smaller and faster ternary models.

Shahir M A2026-08-25✓ Author reviewed ⓘ

🔢 mathematics

How many points has an affine algebraic set in residue classes modulo n ?

The paper demonstrates that for every uniform family of affine algebraic sets, including elliptic curves in Weierstrass normal form, there exists an arithmetic formula involving only basic operations and integer exponentiations that expresses the cardinality of the set within the ring $\mathbb{Z}/n\mathbb{Z}$ based on the family's parameters and $n$ .

Mihai Prunescu2026-08-25✓ Author reviewed ⓘ

🔢 mathematics

The normalized approximation function for multiple zeta-star values

This paper introduces a normalized approximation function $\mathcal{N}(\alpha)$ for multiple zeta-star values, establishing its regularity and generic properties to prove that $\mathcal{N}(\alpha)=0$ for almost every $\alpha>1$ while demonstrating that its image is dense on $[0,+\infty]$ .

Jiangtao Li2026-08-25✓ Author reviewed ⓘ

💬 NLP

WARP: Wasserstein-Aligned RAG for Population Opinions

The paper introduces WARP, a post-retrieval algorithm that improves the representation of population opinions in RAG systems by recovering underrepresented views and selecting documents using Wasserstein-1 distance to align sentiment distributions with population targets, thereby significantly reducing distributional error and generating more accurate consensus summaries.

Aman Singh Thakur, Aditya Agrawal, Alwarappan Nakkiran, Alex Karlsson2026-08-25✓ Author reviewed ⓘ

⚡ electrical engineering

Multi-Criteria Seismic Vulnerability Assessment of Healthcare Facilities using Fuzzy C- Means Clustering in Cox's Bazar

This study employs Fuzzy C-Means clustering within a GIS framework to assess the seismic vulnerability and accessibility of 184 healthcare facilities in Cox's Bazar, Bangladesh, revealing that while hazard levels are low in the most critical areas, a multi-criteria analysis uncovers a significant capacity mismatch for facilities serving the Rohingya refugee population that would be overlooked by hazard-only assessments.

H M Taseen Jubair Bhuiyan, Shahina Akter, KM Azam Chowdhury, MD. Humayan Kabir2026-08-25✓ Author reviewed ⓘ

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