An interpretable machine learning framework integrating SHAP and PDP analysis identifies critical design descriptors from 139 physicochemical features for Nb─Si alloys. The framework achieves <7% prediction error and guides the discovery of Nb38.5Ti38.5Si3Zr18V2 alloy with 22.791 MPa·m1/2 fracture toughness, breaking the 20 MPa·m1/2 barrier.
Dezhi Chen +7 more
wiley +1 more source
Associations between sleep habits, performance in reading and mathematics, and inattention and hyperactivity. [PDF]
Grasby KL +8 more
europepmc +1 more source
A fully compensated synthetic antiferromagnet (SAF) multilayer exhibits a uniform state at zero field, without skyrmions. We use a SAF bias system to provide RKKY‐mediated exchange bias to the SAF multilayer, promoting zero‐field skyrmion stabilization and polarity control.
Emily Darwin +5 more
wiley +1 more source
The mediating role of self-regulation in the relationship between psychological resilience and computational thinking. [PDF]
Beyazhancer R.
europepmc +1 more source
Entropy and thermal dynamics motivated by ternary nanocomposites and geometric influence of oblique channel. [PDF]
Jebali M +7 more
europepmc +1 more source
Progressive dual-branch adversarial diffusion for sparse-view photoacoustic tomography reconstruction. [PDF]
Li X +5 more
europepmc +1 more source
Are Mathematical and Musical Abilities Related Beyond Intelligence? [PDF]
Meier MA +6 more
europepmc +1 more source
Hallmarks of the pre-disease state: prevention and control of the pre-disease state, a tipping point between health and disease. [PDF]
Chen P, Liu X, Liu R, Chen L.
europepmc +1 more source
An improved artificial bee colony algorithm with path relinking strategy for the integrated distributed no-wait flow-shop scheduling and vehicle routing problem. [PDF]
Dong C, Zhang H.
europepmc +1 more source

