Leveraging Transfer Learning to Overcome Data Limitations in Czochralski Crystal Growth
Advanced Theory and Simulations, EarlyView.A data‐driven framework combining Computational Fluid Dynamics (CFD) simulations and machine learning is proposed to model and optimize Czochralski crystal growth. Using different transfer learning strategies (Warm Start, Merged Training, and Hyperparameter Transfer) the study demonstrates improved predictions for Ge and GaAs growth from Si‐trained ...
Milena Petkovic +3 more
wiley +1 more source
Lecithin Alleviates Memory Deficits and Muscle Attenuation in Chinese Older Adults and SAMP8 Mice
Advanced Science, EarlyView.This study opens a new avenue for safeguarding cognition and muscle health, averting disability in older age, and treating age‐related pathologies through lecithin supplementation. It serves as a promising nonpharmacological intervention for the crosstalk of muscle and cognition.
Xianyun Wang +16 more
wiley +1 more source
A Study on the Factors Influencing the Knowledge Hiding of Nurses in Chinese Public Hospitals: A Test of Mediating Effects Based on Psychological Ownership of Knowledge [PDF]
, 2023 Mengxue Fu +4 more
openalex +1 more source
The effect of job insecurity on knowledge hiding behavior: The mediation of psychological safety and the moderation of servant leadership. [PDF]
Front Public Health, 2023 Jeong J, Kim BJ, Lee J.
europepmc +1 more source
Advanced Science, EarlyView.DECENT is a deep learning method that enhances noninvasive preimplantation genetic testing by accurately reconstructing embryonic copy number variations (CNVs) from cell‐free DNA in spent embryo culture media. By mitigating maternal contamination, DECENT improves diagnostic accuracy, even with high contamination levels, offering a reliable, noninvasive
Zhenyi Zhang +3 more
wiley +1 more source
Correlation analysis between knowledge hiding behavior and personality traits of young people in a community in Xi'an [PDF]
, 2023 Lei Liu
openalex +1 more source
The Relationship Between Perceptions of Leader Hypocrisy and Employees' Knowledge Hiding Behaviors: Testing a Moderated Mediation Model. [PDF]
Psychol Res Behav Manag, 2023 Wang J +6 more
europepmc +1 more source
De Novo Reconstruction of 3D Human Facial Images from DNA Sequence
Advanced Science, EarlyView.This study introduces Difface, a novel deep‐learning model for reconstructing 3D facial images only from DNA data. By integrating transformer networks, spiral convolutions, and a diffusion model, Difface directly aligns high‐dimensional SNP data with 3D facial structures.
Mingqi Jiao +11 more
wiley +1 more source
CEOs' leadership behaviors and new venture team stability: The effects of knowledge hiding and team collectivism. [PDF]
Front Psychol, 2022 Ma H, Tang S, Zhao C.
europepmc +1 more source
Advanced Science, EarlyView.The SNP rs2863002 at the 11p11.2 locus, identified through GWAS, is associated with an increased risk of neuroblastoma. The rs2863002‐C allele impairs the binding of the transcription factor GATA3, resulting in upregulation of the HSD17B12 gene.
Teresa Maiorino +20 more
wiley +1 more source