Mechanistic Analysis of Large Atomic Models of Molten Salt
This work uncovers the physical mechanism of large atomic models for molten salts by linking atomic contribution to electronic structure features. We demonstrate that energy predictions are physically determined by the local occupancy of frontier orbitals.
Yuliang Guo +3 more
wiley +1 more source
Deep learning decodes species-specific codon usage signatures in Brassica from coding sequences. [PDF]
Shahzad A, Arfan M, Khalid N.
europepmc +1 more source
Electrolyte Additive Strategies in Aqueous Zn‐Ion Batteries: Recent Advances and Prospects
This article provides a comprehensive overview of the current status and future development directions of AZIBs electrolyte additives in three aspects: stabilizing zinc anodes (uniform deposition, inhibition of dendritic crystals), protecting cathodes (structural stability, inhibition of dissolution), and enhancing electrolyte stability (wider ...
Yuanze Yu +7 more
wiley +1 more source
Determining acoustic impedance cube by inverting seismic data using feedforward and radial basis neural networks in an Iranian oilfield. [PDF]
Ghiasvand A +5 more
europepmc +1 more source
Fabrication‐induced variability remains a fundamental limitation in the scalable design of soft biomaterials. In this work, a stochastic machine learning approach based on Gaussian processes modeling is employed to establish quantitative links between biofabrication parameters, material properties, and their intrinsic variability.
Maria Alexaki +8 more
wiley +1 more source
Exploring the potential of SnO<sub>2</sub> nanoparticles for CO<sub>2</sub> capture using RSM and ANN. [PDF]
Salimian F, Hemmati A, Ghaemi A.
europepmc +1 more source
The Modern Numerical and Experimental Methods for the Sound Absorbing Characteristics of Dissipative Sound Absorbing Materials: A Review. [PDF]
Liu R, Zhang Z, Zheng X.
europepmc +1 more source
Learning based prediction of cuttings concentration for enhancing hole cleaning efficiency in eccentric and deviated wells. [PDF]
Saad MY +3 more
europepmc +1 more source

