A compiler pipeline (flatten, crush, graph-match to 2:4) retargets NVIDIA sparse tensor cores to scientific stencil computation, reporting average 3.1x speedups over the previous best stencil-on-tensor-core system.
A New Neutron Lifetime Experiment with Cold Neutron Beam Decay in Superfluid Helium-4
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abstract
The puzzle remains in the large discrepancy between neutron lifetime measured by the two distinct experimental approaches -- counts of beta decays in a neutron beam and storage of ultracold neutrons in a potential trap, namely, the beam method versus the bottle method. In this paper, we propose a new experiment to measure the neutron lifetime in a cold neutron beam with a sensitivity goal of 0.1% or sub-1 second. The neutron beta decays will be counted in a superfluid helium-4 scintillation detector at 0.5 K, and the neutron flux will be simultaneously monitored by the helium-3 captures in the same volume. The cold neutron beam must be of wavelength $\lambda>16.5$ A to eliminate scattering with superfluid helium. A new precise measurement of neutron lifetime with the beam method of unique inherent systematic effects will greatly advance in resolving the puzzle.
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SparStencil: Retargeting Sparse Tensor Cores to Scientific Stencil Computations via Structured Sparsity Transformation
A compiler pipeline (flatten, crush, graph-match to 2:4) retargets NVIDIA sparse tensor cores to scientific stencil computation, reporting average 3.1x speedups over the previous best stencil-on-tensor-core system.