A Multi‐Scale Machine Learning Framework for the Inverse Design of High Entropy Alloys
High‐entropy alloys offer vast potential for various applications, including electrocatalysis; however, their compositional complexity challenges conventional screening. We introduce an inverse‐design framework combining two neural networks to determine optimal compositions and reconstruct nanoparticle geometry from targeted properties and conventional
Mikael Takoutsin +14 more
wiley +1 more source
Host Fitness: A Missing Dimension of Precision Medicine in Older Acute Myeloid Leukemia. [PDF]
Morabito F +5 more
europepmc +1 more source
PUF/ENB microcapsules were synthesized based on a sequential factorial design and incorporated into an epoxy matrix. Their anticorrosive action, associated with the self‐healing mechanism, demonstrated that the addition of microcapsules to the coating improved anticorrosive performance compared to pure epoxy coatings, particularly when the encapsulate ...
Vandicleya Alves Moreira +6 more
wiley +1 more source
Classification of 24-h movement behaviour patterns among university students and their relationship with physical fitness: a latent profile analysis. [PDF]
Song Y, Liu M, Cao L, Liu Y, Xu C.
europepmc +1 more source
Detecting Anomalous Cell Behavior in Electrochemical Battery Testing Using Machine Learning
Machine‐learning‐based screening enables automated identification of anomalous battery cells from complementary electrochemical tests. A curated battery database supports configuration‐aware comparison of rate‐capability and impedance data. Supervised classification of rate‐test data achieves 90% accuracy, while CNN‐VAE‐based impedance analysis reaches
Minu Rose +7 more
wiley +1 more source
MGCP-FER: Meta Control Genetic Programming (MCGP-FER) based feature extraction and fusion for facial expression recognition. [PDF]
Nivodhini MK, Rajivkannan A.
europepmc +1 more source
Combining multiplexed functional data to improve variant classification. [PDF]
Calhoun JD +10 more
europepmc +1 more source
Body mass index and physical fitness in university students: sex differences and nonlinear patterns in a large cross-sectional study. [PDF]
Wei Q, Wang L, Yang C, Sun W, Shen S.
europepmc +1 more source
An Adaptive Refined Composite Multiscale Differential Symbolic Entropy Rooted in LSC-SAO and Its Application in Fault Diagnosis. [PDF]
Mao M, Yang J, Zhou C, Zhou C, Li X.
europepmc +1 more source

