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Forty-second International Conference on Machine Learning , year=

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cs.CE 1

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2026 1

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UNVERDICTED 1

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Adaptive Coordinate Transforms for Neural Operators

cs.CE · 2026-05-07 · unverdicted · novelty 7.0

ACT blocks enable neural operators to learn adaptive coordinate systems via differentiable sampling, yielding consistent accuracy gains on PDE benchmarks by reducing spatial misalignment and operator complexity.

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  • Adaptive Coordinate Transforms for Neural Operators cs.CE · 2026-05-07 · unverdicted · none · ref 10

    ACT blocks enable neural operators to learn adaptive coordinate systems via differentiable sampling, yielding consistent accuracy gains on PDE benchmarks by reducing spatial misalignment and operator complexity.