scholarly journals Exploration of Transferable and Uniformly Accurate Neural Network Interatomic Potentials using Optimal Experimental Design

2021 ◽  
Author(s):  
Viktor Zaverkin ◽  
Johannes Kästner
Keyword(s):  
Neural Network ◽  
Experimental Design ◽  
Optimal Experimental Design ◽  
Interatomic Potentials

Optimal experimental design with fast neural network surrogate models

2021 ◽  
Vol 200 ◽  
pp. 110747
Author(s):  
Joshua Stuckner ◽  
Matthew Piekenbrock ◽  
Steven M. Arnold ◽  
Trenton M. Ricks
Keyword(s):  
Neural Network ◽  
Experimental Design ◽  
Surrogate Models ◽  
Optimal Experimental Design

scholarly journals An automated approach for developing neural network interatomic potentials with FLAME

2021 ◽  
Vol 197 ◽  
pp. 110567
Author(s):  
Hossein Mirhosseini ◽  
Hossein Tahmasbi ◽  
Sai Ram Kuchana ◽  
S. Alireza Ghasemi ◽  
Thomas D. Kühne
Keyword(s):  
Neural Network ◽  
Interatomic Potentials

Derivative-free optimal experimental design

2008 ◽  
Vol 63 (19) ◽  
pp. 4873-4880 ◽  
Author(s):  
T. Heine ◽  
M. Kawohl ◽  
R. King
Keyword(s):  
Experimental Design ◽  
Optimal Experimental Design ◽  
Derivative Free

Optimization of the hydrothermal synthesis of La0.7Sr0.3MnO3+δ using an original optimal experimental design

2005 ◽  
Vol 59 (21) ◽  
pp. 2615-2620 ◽  
Author(s):  
C. Bernard ◽  
G. Dauzet ◽  
F. Mathieu ◽  
B. Durand ◽  
E. Puech-Costes
Keyword(s):  
Hydrothermal Synthesis ◽  
Experimental Design ◽  
Optimal Experimental Design
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