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Volumn 2, Issue 10, 2009, Pages 957-961

Optimization of oxygen activation fuel-cell electrocatalysts by combinatorial designs

Author keywords

Catalyst; Cathode; Combinatorial chemistry; Fuel cells; Perovskite structure

Indexed keywords

OXYGEN;

EID: 70350436673     PISSN: 18645631     EISSN: 1864564X     Source Type: Journal    
DOI: 10.1002/cssc.200900149     Document Type: Short Survey
Times cited : (29)

References (45)
  • 32
    • 85021041040 scopus 로고    scopus 로고
    • note
    • The unit cell parameter a can be modeled very well by using a simple artificial neural network (ANN) based on multilayer perceptron. The neural network topology is 3:3:1 and the relative significance of the input variables is: Ba (0.53), La (0.22), and Pr (0.18).
  • 34
    • 27544464077 scopus 로고    scopus 로고
    • Angew. Chem.Int. Ed. 2004, 43, 5069; Angew. Chem.Int. Ed. 2004, 43, 5069
    • b)R. Merkle, J. Maier, H. J.M Bouwmeester, Angew. Chem. 2004, 116; 5179; Angew. Chem.Int. Ed. 2004, 43, 5069; Angew. Chem.Int. Ed. 2004, 43, 5069
    • (2004) Angew. Chem. , vol.116 , pp. 5179
    • Merkle, R.1    Maier, J.2    Bouwmeester H.J.M3
  • 36
    • 85021044638 scopus 로고    scopus 로고
    • note
    • The best ANN topology possesses two hidden layers with 12 and 10 neurons, respectively. The relative significance of the input variables is: Sm (0.491), Ba (0.490), La (0.477), and Pr (0.462)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.