Explaining the Origin of Negative Poisson's Ratio in Amorphous Networks With Machine Learning
This review summarizes how machine learning (ML) breaks the “vicious cycle” in designing auxetic amorphous networks. By transitioning from traditional “black‐box” optimization to an interpretable “AI‐Physics” closed‐loop paradigm, ML is shown to not only discover highly optimized structures—such as all‐convex polygon networks—but also unveil hidden ...
Shengyu Lu, Xiangying Shen
wiley +1 more source
The cocktail method: influence of microbubble shell homogeneity on acoustic behavior and stability.
Poc P +10 more
europepmc +1 more source
Hiding in plain sight: description of a new species of <i>Nyctibatrachus</i> (Amphibia, Anura, Nyctibatrachidae) from the central Western Ghats, India. [PDF]
Aravind CK +4 more
europepmc +1 more source
This review aims to provide a broad understanding for interdisciplinary researchers in engineering and clinical applications. It addresses the development and control of magnetic actuation systems (MASs) in clinical surgeries and their revolutionary effects in multiple clinical applications.
Yingxin Huo +3 more
wiley +1 more source
A Novel Acoustic Modulation of Oscillating Thin Elastic Membrane for Enhanced Streaming in Microfluidics and Nanoscale Liposome Production. [PDF]
Vardin AP, Aksoy F, Yesiloz G.
europepmc +1 more source
This article reviews the current state of bioinspired soft robotics. The article discusses soft actuators, soft sensors, materials selection, and control methods used in bioinspired soft robotics. It also highlights the challenges and future prospects of this field.
Abhirup Sarker +2 more
wiley +1 more source
Design of an iterative sequential physics-guided and causality-aware ultrasound video framework for robust liver fibrosis classifications. [PDF]
Gadare NT, Rode SV.
europepmc +1 more source
Neurofilament light chain and voice acoustics in dementia diagnosis (NAVAIDD): Protocol for a cohort study assessing the real-world diagnostic utility of blood and digital biomarkers in clinical settings. [PDF]
Ivanic S +14 more
europepmc +1 more source
Toward Metabolomics Analyses With Combined Capillary Vibrating Sharp-Edge Spray Ionization and Atmospheric Pressure Chemical Ionization. [PDF]
Pursell M +14 more
europepmc +1 more source

