Machine Learning‐Assisted Inverse Design of Soft and Multifunctional Hybrid Liquid Metal Composites
A machine learning framework is presented for inverse design of synthesizable multifunctional composites containing both liquid metal and solid inclusions. By integrating physics‐based modeling, data‐driven prediction, and Bayesian optimization, the approach enables intelligent design of experiments to identify optimal compositions and realize these ...
Lijun Zhou +5 more
wiley +1 more source
Traumatic Brain Injury-Induced White Matter Disruption and Its Impact on Information Processing Speed-Theoretical and Clinical Implications: A Selective Review. [PDF]
Lambez B, Vakil E.
europepmc +1 more source
Dual‐Mode Magnetic Elastomer for On‐Demand Motion and Degradation
A dual‐mode magnetic elastomer is introduced, enabling DC field‐driven programmable actuation and AC field‐driven magnetothermal degradation. GHz‐range magnetic fields generate ultrafast heating of magnetic nanoparticles that activates cleavage of the silicone elastomer matrix.
Jieun Han +13 more
wiley +1 more source
Leisure constraints and the negotiation of structural relationships: a case study of scuba diving enthusiasts. [PDF]
Chen J, Yu Z, Ni R.
europepmc +1 more source
Exploring Pb‐Chelation Chemistry in the Crystallization Dynamics of Halide Perovskites
A mechanism of how Pb‐chelation chemistry governs coordination geometry and initial nucleation behavior at the precursor level of halide perovskite, by regulating the deprotonation state of a chelating additive, is elucidated. This allows for innovative reaction‐system design principles that promote coherent growth while suppressing defect formation in
Byeong Jun Kim +13 more
wiley +1 more source
A study to explore the barriers to research utilization among staff nurses. [PDF]
Ramakrishnan B +6 more
europepmc +1 more source
Constraints qualifications in nonlinear optimization with continuous time
Moisés Rodrigues Cirilo do Monte
openalex +1 more source
An integrated material platform combining engineered SiNx thin films and printable ZrO2 nanoparticle‐embedded resin enables broadband achromatic metalenses from the ultraviolet to visible range. The demonstrated meta‐optics achieve near‐diffraction‐limited focusing with minimal chromatic aberration.
Hyunjung Kang +3 more
wiley +1 more source
High-risk infant follow-up: where are we and where to from here? [PDF]
Boyd SM, Perez D, Juarez M, Badawi N.
europepmc +1 more source

