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Fisher information measures under lattice combined Paul trap

Scientific Reports, Published online: 10 August 2026; doi:10.1038/s41598-026-54236-2 Fisher information measures under lattice combined Paul trap

  • Fisher-Shannon complexity remains constant under effective frequency control
  • Non-Gaussian wavefunction features emerge with quartic lattice correction

Health & Medicine

Integrated design of an efficient multi spectral imaging and federated learning framework for precision crop disease diagnosis in low-resource farming communities

Scientific Reports, Published online: 10 August 2026; doi:10.1038/s41598-026-53339-0 Integrated design of an efficient multi spectral imaging and federated learning framework for precision crop…

  • Integrated multi-spectral imaging framework enhances crop disease diagnosis in low-resource areas
  • 3D Spectral-Spatial Convolutional Neural Network achieves 95% accuracy in 0.3 seconds per sample
  • Federated learning improves regional model accuracy to 92% and reduces training time by 40%
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