Physics-Guided Concentration Inference from Resistance Transients in a Mixed-Phase SnO-SnO 2 Carbon Monoxide Sensor with p-n Switching

arXiv:2605.23971 · physics.chem-ph, cs.LG, physics.app-ph · Submitted 2026-05-13 · Read on arXiv

physics.chem-ph, cs.LG, physics.app-ph

Submitted: 2026-05-13

Updated: 2026-08-31

Comments: 9 pages, 18 figures

Journal ref: IEEE Sensors Journal, 2026

DOI: 10.1109/JSEN.2026.3723678

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Accuracy — 19× in this paper · explained in 1 episode
Random Forest — 14× in this paper
Interpretability — 6× in this paper · explained in 15 episodes
Fidelity — 5× in this paper · explained in 2 episodes
Core — 3× in this paper · explained in 2 episodes
Information Leakage — 3× in this paper · explained in 2 episodes
Wavelet Transform — 3× in this paper · explained in 2 episodes
Adam — 2× in this paper · explained in 2 episodes
Regularization — 2× in this paper · explained in 3 episodes
Robustness — 2× in this paper · explained in 5 episodes
Support Vector Machine — 2× in this paper
Activation Function — 1× in this paper · explained in 1 episode
Adaptation — 1× in this paper · explained in 1 episode
Alignment — 1× in this paper · explained in 1 episode
Benchmarking — 1× in this paper · explained in 3 episodes
Feature Engineering — 1× in this paper · explained in 3 episodes
Long Short-Term Memory — 1× in this paper
Mean Absolute Error — 1× in this paper
Multi-Layer Perceptron — 1× in this paper
Root Mean Squared Error — 1× in this paper

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