Finite-element proposal expands mesh options for interface problems
Preprint: A nodal immersed finite-element construction is analyzed on unfitted quadrilateral and hexahedral meshes and tested in two numerical examples.
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Preprint: A nodal immersed finite-element construction is analyzed on unfitted quadrilateral and hexahedral meshes and tested in two numerical examples.
Preprint: A graph-based system outscored text retrieval on AMI and was also tested for citations, human ratings and simulated noise, without formal significance testing.
Preprint: PonderPounce reported 60.83% RoboMME success at base scale and 75.54% with 9x data in simulated tests.
Preprint results combine sparsity, quantization and low-rank methods across LLM training and deployment experiments, while hardware portability remains unproven.
Preprint: A neural solver matched key finite-element fracture curves and reproduced branching, coalescing and hole-driven cracks, but cost roughly an order of magnitude more per load increment.
Preprint: A Qwen3-32B study reports the top listed benchmark scores, but residual invalid tests and missing variance estimates temper the result.
Preprint: A deep-learning model produced 29,605 candidates, but the authors say the list is not a catalogue of confirmed systems with two active nuclei.
This arXiv preprint reports OODA-Tool's clearest gains on tasks that require carrying state across turns, with higher latency for its four-call design.
Preprint findings place STRIVE ahead of existing methods in automated tests of whether generated chest X-ray reports captured changes between current and prior studies.
An arXiv preprint reports stronger results in offline scoring, online training and candidate selection, while the wider scope remains untested.
A 25 Aug 2026 arXiv version 1 preprint describes a framework for simulating ultrafast cavity-QED spectra from pyrazine trajectories.
In one simulated energy example, the method reportedly reached the same accuracy in less computation time than two comparison algorithms, under stated assumptions.
An arXiv version 1 preprint constructs a bounded planar example with a non-closed endpoint range.
Preprint: A proposed PINN pairs a dual PDE residual with a fractional Sobolev boundary loss in synthetic tests of nonlinear equations.
Preprint: Four computational benchmarks report accurate recoveries alongside slower variational convergence, one filter failure and uneven reduced-model results.
An arXiv preprint describes a unified approach that reports gains across several audio-visual tasks, while its displayed question-answering table is less favorable.
Preprint: MetaRAG reports better benchmark accuracy than GiGPO, but uses more searches than that rival.
Preprint testing found strong agreement on many heart-rate variability measures, but VLF, total power and short recordings remained sensitive to processing.
Preprint: A smooth propagation speed falls outside every W^{s,1} class above one-half, while the associated abstract equation remains well posed.
The KnowChange system uses vision-language models to shape synthetic change data, with higher scores reported on several real-world benchmarks.