Preprint argues Spatial AI should work with spatial statistics
The conceptual review says spatial scale, dependence, sampling design and uncertainty must remain central as models become more flexible.
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1961–1980
Preprint reports a universal bound for Riesz transforms on stratified groups
A proof-based analysis puts the real-valued weak-type constant at 2 across the full class, while leaving several questions open.
Preprint finds finite high-order Drude weights where theory predicted divergence
Exact Bethe-ansatz calculations in a one-dimensional Hubbard model challenge a low-energy prediction at quarter filling, while half-filled odd-order weights show exponential finite-size suppression.
Preprint builds a chain in which both π2 maps are zero
The formal construction links three two-complexes, while a separate Lie-ring example shows a nonzero identity among relations in the smaller presentation.
Preprint: Targeted Vibrations Linked to Different Proton-Transfer Outcomes
Computer simulations of two fluorophore models found ultrafast single- and double-proton transfer under selected vibrational conditions, while room-temperature baseline runs showed little transfer.
Preprint finds a constructed operator can pass a calculus test yet fail stochastic regularity
The theoretical analysis maps exact deterministic and stochastic conditions for diagonal operators and ties them to the geometry of Banach spaces.
Preprint finds a second critical boundary in a model of learning from measurements
Calculations and finite-size simulations point to a three-phase meeting point, with a possible connection to toric-code error correction.
Preprint reports stronger jump-control results with active suspension
In selected simulations, a combined controller passed a post-landing attitude test in all 24 boundary runs, but the findings remain tied to specific ramps, speeds and a modeled vehicle.
Preprint tests a neural-network method for shaping 3D light patterns
In simulations and fluorescent-bead experiments, the approach reproduced several designed point-spread functions and used fewer reported iterations than pixel-based methods in one benchmark.
Preprint Reports Higher Simulated Secrecy Rates With a Movable Drone-Mounted Reflector
A mathematical model reported higher rates when the reflector’s position, orientation and reflection settings were optimized together, but hardware and field performance remain untested.
Preprint finds conditions for random-walk samplers to handle steep targets
A mathematical analysis derives a positive acceptance bound across states and dimensions, but does not test the method on real data.
Preprint reports collapse suppression in a singular quantum model
The theoretical study reports different outcomes for cubic and quintic self-repulsion, along with localized states in steep outward-pushing potentials. No experiment is included.
Preprint: Staged AI training scores higher than direct fine-tuning in most tests
The IAR method showed stronger document-question and general-benchmark scores in seven of eight main settings, but every checkpoint came from a single training run.
Preprint: Fast networks were only part of the picture in Earth-observation tests
An on-premises system built around a 100 GbE fabric moved data at high aggregate speeds, while measured throughput varied with endpoint hardware and remote network paths.
Preprint links Floer theory with free-loop spaces
A mathematical paper presents MU-module and framed sphere-spectrum equivalences for cotangent bundles, while finding that sphere-level base-change does not generally recover the MU result.
Preprint strengthens a rigorous bound on 1324-avoiding permutations
A new construction puts the certified growth-rate lower bound at 10.617, while leaving the exact rate unresolved.
Preprint: Surgical AI model performs better when it forecasts future scenes in chunks
In robot-assisted prostatectomy videos, chunked forecasts also kept predicted instrument paths closer to the benchmark, although long-range errors remained.
Preprint finds sleep-signal maps differ by sex and age
A model of 105 clinical HSAT recordings found recurring links alongside subgroup differences, but the observational results are not a clinical rule.
Preprint reports a fast test for differences across thousands of variables
The logistic-regression approach performed strongly in selected simulations and found evidence of unequal mean vectors in two gene-expression datasets, while its formal guarantees depend on strict assumptions.
Preprint tests whether a tiny dark-matter component could boost early structure
The model predicts more high-redshift halos and lower fitted star-formation efficiency, but combined cosmological data do not significantly favor it over ΛCDM.