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Related Articles from SNS
Is Zero-Shot Super-Resolution Possible in Operator Learning?
arXiv:2606.00296v1 Announce Type: cross Abstract: Neural operators are often reported to exhibit zero-shot super-resolution, a phenomenon in which a model trained on coarse grids produces accurate predictions on finer testing grids without additional retraining. Despite strong empirical evidence, the theoretical foundations of this phenomenon remain unclear. In this work, we provide a systematic theoretical study of zero-shot super-resolution in operator learning.
Off The Court: 'The return of Anna' - a bonus episode with Anna Stembridge
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PLL Power Rankings ahead of Week 5: Whipsnakes tak...
Week 5 of the Premier Lacrosse League's 2026 season is this weekend at James M. Shuart Stadium on Long Island. The Chaos and the Whipsnakes are the first two teams to get three wins this season, and they lead the conferences heading into this weekend's action. Is that how they line up in the Power Rankings?
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Ice-cool Mensik reaches Paris semi-finals, red-hot Andreeva and Kostyuk set up meeting
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GENERIC-FNO: Embedding Energy Conservation and Entropy Production into Fourier Neural Operators
arXiv:2606.08343v1 Announce Type: new Abstract: We introduce GENERIC-FNO, the first neural operator to embed the full GENERIC (metriplectic) structure of nonequilibrium thermodynamics -- reversible, energy-conserving dynamics and irreversible, entropy-producing dynamics coupled through the degeneracy conditions -- directly in function space. Existing structure-preserving neural operators enforce at most a single conservation law or reversible (Hamiltonian) structure, while thermodynamically...
Zverev books French Open final berth as Cobolli advances via walkover
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Italian coffee giant Lavazza launches single-serve tablets to make espresso in the U.S.
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Reformulating Neural Operators in $d+1$ Dimensions for Embedding Evolution
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Moloney finds calm on long road to Japan title shot
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