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Status Submitted
Created by Guest
Created on Nov 13, 2026

Hofmeister Ion-Specific Gradient Multilayer Selective Ion Sensors

PROBLEM: A gradient sensor separates ions across graded layers, yet Hofmeister neighbours interact differently at each grade, so selectivity is a property of the whole graded sequence in a specific background. A calibration that ignores the background cannot tell whether a signal change came from the target ion or from a shift in the ion series.

SOLUTION: Storage Copy Data Management would preserve versioned gradient-sensor records that include the full grade profile, DFT selectivity basis per grade, multi-ion calibration, and background composition for each reading. Any disputed reading could be traced to the exact gradient copy and background that produced it.

EVIDENCE BASIS: DOCUMENTED — Hofmeister / ion-specific effects; Source: 1888 series, modern molecular basis. DFT (Kohn–Sham 1965) predicts which surface groups bind which metal ions; biosorption validation uses batch isotherms qe = (C0 − Ce)V/m and Langmuir/Freundlich models, textbook DOCUMENTED. Gradient multilayers grade composition/porosity through the stack.

Idea priority Low