A model-based approach to study ant energetics from trajectory data. [PDF]
Yaqoob B, Napoli M, Pugno N, Porfiri M.
europepmc +1 more source
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
Anticipatory postural control emerges from a predictive and optimized strategy for movement preparation. [PDF]
Funato T +3 more
europepmc +1 more source
Significant nanoscale oxygen diffusion coefficient variations are measured in ferroelectric hafnium zirconium oxide films with grain boundaries and electrode interfaces exhibiting values 104 times larger than the grain cores. Overall coefficients are 10X larger for films prepared with metal nitride electrodes compared to refractory metals. New insights
Liron Shvilberg +6 more
wiley +1 more source
Magnetotelluric forward modeling on fine grid via deep learning with physical information constraints. [PDF]
Wang K, Yuan C, Zhu H, Xie Z, Huang Q.
europepmc +1 more source
Historical Foundation and Practical Guideline for Ferroelectric Switching Kinetic Studies
The P and U pulses in the conventional PUND measurements are not identical because of the interplay between switching current and the measurement circuit components. This circuit effect can lead to a shift in polarization transients and misinterpreted physics in the switching kinetics.
Yi Liang, Pat Kezer, John T. Heron
wiley +1 more source
Technological impact, generality, and complementarity of artificial intelligence patents: Evidence from Samsung Electronics. [PDF]
Lee S, Jung T.
europepmc +1 more source
Surrogate-Based EM Design of RF and Microwave Components: A Systematic Review of Workflow Roles, Inverse Design, Multifidelity, and Active Learning. [PDF]
Prousali M, Tsitsos S.
europepmc +1 more source
Metabolic-dimension CKM staging and cardiometabolic components predict incident MASLD: a longitudinal community-based cohort study. [PDF]
Long X +6 more
europepmc +1 more source
Equity premium forecasting with reliability-screened forward-looking signals. [PDF]
Huh J, Jeon J, Jeong S.
europepmc +1 more source

