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nir-spectroscopy

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ktubhyam / VS3L

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Toward Standard-Free Calibration Transfer in Vibrational Spectroscopy via Self-Supervised Learning. Hybrid Mamba-Transformer foundation model with Sinkhorn OT, VIB disentanglement, and physics-informed losses for NIR/IR/Raman. [Karthikeyan, ICT Mumbai / InvyrAI, 2026]

machine-learning deep-learning pytorch transformer spectroscopy mamba optimal-transport chemometrics analytical-chemistry state-space-models few-shot-learning self-supervised-learning raman-spectroscopy foundation-model nir-spectroscopy calibration-transfer vs3l
  • Updated Feb 10, 2026
  • Python

WevertonGomesCosta / Integrating-nir-genomic-kernel

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Demonstrar que a fusão de dados espectrais e genômicos pode aumentar significativamente a acurácia da predição fenotípica, contribuindo para decisões mais eficientes em programas de seleção

python machine-learning r snps genomics agriculture reproducible-research rstats kernel-methods predictive-modeling spectroscopy genomic-selection data-fusion phenomics plant-breeding kernel-ridge-regression non-linear-models nir-spectroscopy
  • Updated Nov 4, 2025
  • R

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