It is well known that work done on a material by conservative forces (electrical, mechanical, chemical) will increase the Gibbs Potential of the material. The increase in Gibbs Potential can be stored in the material ...
Neural networks(NNs)often assign high confidence to their predictions,even for points far out of distribution,making uncertainty quantification(UQ)a challenge.When they are employed to model interatomic potentials in ...
supported by the National Key Research and Development Program(2016YFB0301702);the National Natural Science Foundation of China(21808221,21776282,21938009);Major Research Plan of NSFC(91934301);the Key Research Program of Frontier Sciences,CAS(QYZDJ-SSW-JSC030);the Key Research Program of Nanjing IPE Institute of Green Manufacturing Industry(No.E0010719);the Youth Innovation Promotion Association CAS。
The coupled CFD-E-model for multiphase micro-mixing was developed,and used to predict the micro-mixing effects on the parallel competing chemical reactions in semi-batch gas–liquid and solid–liquid stirred tanks.Bas...
For many years, a Lorentz factor of L = 1/3 has been used to describe the local electric field in thin amorphous dielectrics. However, the exact meaning of thin has been unclear. The local electric field Eloc
Supported by China National S&T Major Project(2012ZX03001034;MCM 201240113)
The quality of experience( QoE) evaluation model for voice over IP( VoI P) service is studied to analyze the impact of network parameters on voice quality and monitor voice quality in real-time for operators.First...
supported by the National Natural Science Foundation of China (No.51176005)
A streamwise-body-force-model (SBFM) is developed and applied in the overall flow simulation for the distributed propulsion system, combining internal and external flow fields. In view of axial stage effects, fan or...
Projects(60974031,60704011,61174128)supported by the National Natural Science Foundation of China
A self-organizing radial basis function(RBF) neural network(SODM-RBFNN) was presented for predicting the production yields and operating optimization. Gradient descent algorithm was used to optimize the widths of RBF ...
The aim of this work was to verify the potential of infrared (IR) spectroscopy in near and mid regions to detect the beginning of the malolactic fermentation (MLF) occurring in a model-wine and the further cells a...