Field notes: data scientists discovering chemometrics
Synthesised observations from PAT-adjacent engagements where data scientists from web-product backgrounds collide with chemometricians steeped in PLS, ASTM E1655, and calibration transfer.
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#calibration transfer
4 articles tagged calibration transfer.
How to evaluate vendor proposals for inline analyzers
A structured approach to RFP evaluation for inline process analyzers, covering specification verification, calibration transfer, validation evidence, FAT/SAT scope, and lifecycle maintenance burden.
Calibration transfer between instruments: a working protocol
A partial least squares model rarely survives the move to a second instrument unchanged. A working protocol covers transfer set design, the standardisation method, and the acceptance criteria.
Calibration transfer between spectrometers: what the 2025-2026 papers changed
Three recent papers shift the calibration-transfer conversation: a low-rank fine-tuning method for deep Raman models, a vendor-to-vendor PDS/SST study, and single-compound shortcuts that sidestep paired transfer sets.