Extended artificial neural networks: Incorporation of a priori chemical knowledge enables use of ion selective electrodes for in-situ measurement of ions at environmentally relevant levels

Talanta

Volumn 117, Issue , 2013, Pages 112-118

  Mueller, Amy V ^a   Hemond, Harold F ^a  

^a Massachusetts Institute of Technology   (United States)

Author keywords

array Electronic tongue; Charge balance; Chemometrics Artificial Neural Network (ANN); In situ environmental sensors; Ion Selective Electrode (ISE); Real time chemical measurements

Indexed keywords

COMPUTER ARCHITECTURE; ELECTRONIC TONGUES; ESTIMATION; FUNCTIONS; IONS; MIXTURES; NETWORK ARCHITECTURE; NEURAL NETWORKS;

ANALYTE CONCENTRATION; CHARGE BALANCES; CHEMICAL MEASUREMENTS; CHEMOMETRICS; CONDUCTIVITY MEASUREMENTS; ENVIRONMENTAL PROBLEMS; ENVIRONMENTAL SENSOR; NONLINEAR FUNCTIONS;

ION SELECTIVE ELECTRODES;

ANION; CATION; WATER;

ARTICLE; ARTIFICIAL NEURAL NETWORK; ARTIFICIAL NEURAL NETWORK (ANN); CHARGE BALANCE; CHEMISTRY; CHEMOMETRICS; ELECTRIC CONDUCTIVITY; ELECTRONIC TONGUE; IN-SITU ENVIRONMENTAL SENSORS; ION SELECTIVE ELECTRODE; ION SELECTIVE ELECTRODE (ISE) ARRAY; NONLINEAR SYSTEM; REAL-TIME CHEMICAL MEASUREMENTS; SOLUTION AND SOLUBILITY;

ARTIFICIAL NEURAL NETWORK (ANN); CHARGE BALANCE; CHEMOMETRICS; ELECTRONIC TONGUE; IN-SITU ENVIRONMENTAL SENSORS; ION SELECTIVE ELECTRODE (ISE) ARRAY; REAL-TIME CHEMICAL MEASUREMENTS;

ANIONS; CATIONS; ELECTRIC CONDUCTIVITY; ION-SELECTIVE ELECTRODES; NEURAL NETWORKS (COMPUTER); NONLINEAR DYNAMICS; SOLUTIONS; WATER;

EID: 84884688914     PISSN: 00399140     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.talanta.2013.08.045     Document Type: Article

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