Introduces the first massively parallel DEC library for 3D elliptic boundary value problems and demonstrates its application to thermal conductivity in cracked solids.
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The paper introduces CoarseSoundNet, a deep learning model for classifying biophony, geophony, and anthropophony in passive acoustic monitoring recordings, reporting performance gains from additional similar data, a silence class, and decision thresholds, plus a case study on acoustic index trends.
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Parallelized Discrete Exterior Calculus for Three-Dimensional Elliptic Problems
Introduces the first massively parallel DEC library for 3D elliptic boundary value problems and demonstrates its application to thermal conductivity in cracked solids.
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CoarseSoundNet: Building a reliable model for ecological soundscape analysis
The paper introduces CoarseSoundNet, a deep learning model for classifying biophony, geophony, and anthropophony in passive acoustic monitoring recordings, reporting performance gains from additional similar data, a silence class, and decision thresholds, plus a case study on acoustic index trends.