TY - JOUR
T1 - The development of computational chemistry approach to predict the viscosity of lubricants
AU - Konno, K.
AU - Kamei, D.
AU - Yokosuka, T.
AU - Takami, S.
AU - Kubo, M.
AU - Miyamoto, A.
PY - 2003/4
Y1 - 2003/4
N2 - Sophisticated machinery requires the development of new lubricants that realize friction-less contact, perfect transmittance of torque, and so on. However, experimental approaches have needed long time to find new lubricants. Therefore, the prediction of lubricant properties by computational chemistry should be crucial to accelerate the design of lubricants. This study treats precise evaluation of viscosity employing molecular dynamics simulation and prediction based on neural network.
AB - Sophisticated machinery requires the development of new lubricants that realize friction-less contact, perfect transmittance of torque, and so on. However, experimental approaches have needed long time to find new lubricants. Therefore, the prediction of lubricant properties by computational chemistry should be crucial to accelerate the design of lubricants. This study treats precise evaluation of viscosity employing molecular dynamics simulation and prediction based on neural network.
KW - Computational chemistry
KW - Prediction
KW - Viscosity
UR - http://www.scopus.com/inward/record.url?scp=0037374702&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=0037374702&partnerID=8YFLogxK
U2 - 10.1016/S0301-679X(02)00234-7
DO - 10.1016/S0301-679X(02)00234-7
M3 - Conference article
AN - SCOPUS:0037374702
SN - 0301-679X
VL - 36
SP - 455
EP - 458
JO - Tribology International
JF - Tribology International
IS - 4-6
T2 - Tribology of Information Storage Devices 2001
Y2 - 1 December 2001 through 1 December 2001
ER -