1021–1040
An arXiv preprint reports less time per iteration than classical and Krylov-subspace Levenberg-Marquardt methods in three synthetic network comparisons, while final training errors were similar.
Preprint: ACF-Net was tested on BirdPro, a 194-class benchmark, and reported the strongest score in a test with deliberately mismatched training audio.
Preprint: A controlled benchmark found that changing how the original query and generated text were combined improved retrieval scores and reduced index-side request costs.
Preprint: A coupled fluid and membrane model matches reference shapes, but its predictions for rotation and deformation diverge at lower reduced volumes.
Preprint: A numerical model predicts coupled ion-acoustic modes and fast-flow instability, while leaving the proposed ion-scattering link untested.
Tests on one A100 GPU found lower task delays than selected scheduling baselines, but the evidence is limited to the configurations studied.
Preprint review says direct-current testing can reveal material behaviour, but only when temperature fields and other uncertainties are controlled.
Syn2Logic matched selected neural models and reported major FPGA gains in a 302-neuron C. elegans test, alongside separate Sudoku and MNIST results.
An arXiv preprint finds that multimodal models often meet part of a video prompt while failing to satisfy all of its requirements.
Preprint: QEF-GT-AdamW approaches reference accuracy at about 30% Top-K density on MNIST and 35% on CIFAR-10, compared with about 90% for QGT-AdamW.
A mathematical analysis adds a best-possible remainder term and extends the same variational approach to infinite sequences and finite sums.
A mathematical study presents one exact but exponential method and two faster approximation algorithms for merging consecutive probability values under an entropy cap.
A model finds the most information per absorbed photon at a specific loss level, while adaptive sensing remains outside the fixed-scheme result.
Preprint: A model of 52,464 massive triples finds stable and unstable merger pathways, with a small high-eccentricity tail at 10 Hz.
A numerical study tested Schur-complement preconditioners across two diffuse-interface tumor-growth models in two and three dimensions, with AMG requiring fewer iterations than ILU in one 3D comparison.
This preprint reports that a compact plant-health model matched its float version's accuracy after packaging, but class-balanced performance dipped, especially in fruit categories.
Preprint calculations report a localized mode inside a modeled band gap, with decay falling sharply as the crystal grows, but no experiment is reported.
Preprint: In a synthetic wireless-edge system, the method outperformed four benchmarks on reward and requests meeting end-to-end latency targets.
Preprint: Researchers report a high-power continuous-wave source, but say coating lifetime remains a central challenge.
Preprint analysis compares two compact bubbles with a larger outflow, finding different energy balances and a sharp mismatch between radio-based and resolved power estimates.