Leveraging Transfer Learning to Overcome Data Limitations in Czochralski Crystal Growth
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
A novel MCDM method for assessing student employability psychology using complex Pythagorean hesitant fuzzy Sugeno Weber aggregation. [PDF]
He X.
europepmc +1 more source
This study constructs a stacked multimodal machine learning model for nonalcoholic fattly liver disease (NAFLD) by integrating genetic and clinical features, and synthesize an in‐silico quantitative marker (ISNLD) that enables personalized risk stratification for intrahepatic and extrahepatic outcomes of high‐risk individuals of NAFLD.
Lushan Xiao+14 more
wiley +1 more source
Partitioned Maclaurin symmetric mean operators in bipolar complex fuzzy sets for multiattribute decision making. [PDF]
Rehman UU+3 more
europepmc +1 more source
Interference Pattern Caused by Bilateral Bone Conduction Stimulation Impairs Sound Localization
This work explores how crosstalk‐induced wave interference affects bone conduction (BC) sound localization. Using a theoretical model, cadaveric vibrometry, and psychoacoustic tests, atypical BC lateralization patterns are revealed that contradict air conduction (AC) principles.
Liu‐Jie Ren+7 more
wiley +1 more source
Minimizing Movements for the Generalized Power Mean Curvature Flow. [PDF]
Bellettini G, Kholmatov SY.
europepmc +1 more source
This study demonstrates that Piezo1 activation enhances FAK‐YAP‐mediated upregulation of PD‐L1 and CXCL10, thereby promoting an immunotherapy‐responsive tumor microenvironment in NSCLC. Cyclic stretch modulates the PD‐L1/CXCL10 response to ECM stiffness, reshaping their expression dynamics.
Tian Zhang+11 more
wiley +1 more source
Persistent prey species in the Lotka-Volterra apparent competition system with a single shared predator. [PDF]
Seno H.
europepmc +1 more source
An operando methodology combining synchrotron X‐ray micro‐computed tomography (SR‐µCT) and high‐energy X‐ray diffraction (HEXRD) investigates uranium dendrite electrodeposition in LiCl‐KCl‐UCl3 molten salt. This enabled in‐situ visualization of dendrite growth and ion diffusion dynamics.
Kui Liu+10 more
wiley +1 more source
Tumor Invasion Distance Based on MRI Is a Novel Prognostic Indicator for I-IIIB Cervical Cancer Patients Treated with Radiotherapy. [PDF]
Liu L+9 more
europepmc +1 more source