Mn(III) complexes with tridentate N,N,O-ligands as catalysts for the epoxidation of alkenes

2013 ◽  
Vol 66 (14) ◽  
pp. 2567-2577 ◽  
Author(s):  
A. Aghmiz ◽  
N. Mostfa ◽  
S. Iksi ◽  
R. Rivas ◽  
M.D. González ◽  
...  
Synlett ◽  
2020 ◽  
Author(s):  
Akira Yada ◽  
Kazuhiko Sato ◽  
Tarojiro Matsumura ◽  
Yasunobu Ando ◽  
Kenji Nagata ◽  
...  

AbstractThe prediction of the initial reaction rate in the tungsten-catalyzed epoxidation of alkenes by using a machine learning approach is demonstrated. The ensemble learning framework used in this study consists of random sampling with replacement from the training dataset, the construction of several predictive models (weak learners), and the combination of their outputs. This approach enables us to obtain a reasonable prediction model that avoids the problem of overfitting, even when analyzing a small dataset.


2011 ◽  
Vol 14 (6) ◽  
pp. 604-610 ◽  
Author(s):  
Shahram Tangestaninejad ◽  
Majid Moghadam ◽  
Valiollah Mirkhani ◽  
Iraj Mohammadpoor-Baltork ◽  
Maryam Torki

2004 ◽  
Vol 15 (24) ◽  
pp. 3831-3833 ◽  
Author(s):  
Olga Bortolini ◽  
Giancarlo Fantin ◽  
Marco Fogagnolo ◽  
Lara Mari

2018 ◽  
Vol 3 (31) ◽  
pp. 9084-9090 ◽  
Author(s):  
Yirui Shen ◽  
Pingping Jiang ◽  
Ling Wang ◽  
Gang Bian ◽  
Phyu Thin Wai ◽  
...  

1996 ◽  
Vol 112 (2) ◽  
pp. 259-267 ◽  
Author(s):  
Carlos Cativiela ◽  
JoséM. Fraile ◽  
JoséI. García ◽  
JoséA. Mayoral

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