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.
990 papers reviewed by authors · 811–820 / 990
This paper formalizes the probabilistic interpretation of the Area Under the ROC Curve (AUC) as the probability that a classifier ranks a random positive instance higher than a random negative one, provides a bound on the error when underlying hypotheses are not met, and offers a brief literature review of ROC curves.
This theoretical study demonstrates that ultrafast energy absorption in crystalline silicon can be precisely controlled by two-color femtosecond double pulses, where the optimal wavelength combination and underlying excitation mechanisms shift from multiphoton interband absorption to tunneling ionization and intraband acceleration depending on the laser intensity regime.
This paper updates the holomorphic modular bootstrap by incorporating exact S-matrix results to systematically classify admissible and tenable solutions for modular linear differential equations with up to six characters and effective central charge up to 24, ultimately identifying their corresponding conformal field theories and modular tensor categories.
This paper demonstrates that analyzing finite-time Lyapunov exponent (FTLE) distributions provides a reliable framework for uncovering the underlying mechanistic pathways of transitions in high-dimensional trained reservoir computers, even when traditional time-series or bifurcation analyses fail.
Computer simulations of 2D binary alcohol mixtures reveal that, contrary to 3D behavior, mixtures of short and long chains remain well-mixed due to a complex interplay between charge ordering and micro-phase separation that defies conventional fluctuation-based explanations.
By applying a new spatiotemporal multiplet search method to 16 years of Pierre Auger Observatory data, the researchers identified a 5.8 correlation between UHECR doublets and nearby radio galaxies, specifically pointing to Fornax A as a likely long-term accelerator of heavy nuclei.
This paper introduces upgraded versions of the `pyTANSPEC` and `HxRGproc` Python packages, which provide enhanced data reduction capabilities for the TANSPEC instrument, including support for all slit widths, improved wavelength calibration, flux calibration, and automated cleaning of detector readout frames.
This paper introduces Globalping, an open-source, community-driven platform that democratizes access to scalable, real-time global network diagnostics by leveraging a distributed network of user-hosted probes and offering seamless integration with tools like Slack and GitHub.
This paper identifies a novel type of nonlinear oscillation in a parametrically driven rigid planar pendulum that occurs in regions predicted to be stable by Floquet analysis, characterized by periods longer than twice the driving period and a unique power spectrum where the two dominant response frequencies sum to the driving frequency.
This paper proposes a novel K-fold CUBV statistical test that combines K-fold cross-validation with Bayesian upper bounds and concentration inequalities to provide a robust criterion for validating machine learning accuracy and detecting effects while avoiding excess false positives, particularly in scenarios with small sample sizes and heterogeneous data.