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
Enhancing the experience and outcomes of children with complex care needs in acute paediatric settings: a realist review protocol. [PDF]
Popejoy E +5 more
europepmc +1 more source
TacEva: A Performance Evaluation Framework for Vision‐Based Tactile Sensors
This work introduces TacEva, a unified framework for evaluating vision‐based tactile sensors. It standardizes intrinsic, performance, and robustness metrics through shared experimental procedures and links them to task‐level requirements in robotic manipulation.
Qingzheng Cong +5 more
wiley +1 more source
Material‐Based Intelligence: Autonomous Adaptation and Embodied Computation in Physical Substrates
This perspective formulates a unifying framework for Material‐Based Intelligence (MBI), defining the physical requirements for materials to achieve embodied action, active memory and embodied information processing through intrinsic nonequilibrium dynamics. The design of intelligent materials often draws parallels with the complex adaptive behaviors of
Vladimir A. Baulin +4 more
wiley +1 more source
Hybrid model for classifying Indo Aryan and Tamil texts from historic manuscripts. [PDF]
Dinesh PM +3 more
europepmc +1 more source
Genetic Contribution to Asthma Informs Acute Chest Syndrome Pathophysiology and Risk Stratification
ABSTRACT Acute chest syndrome (ACS) is a severe complication of sickle cell disease (SCD) occurring in ~50% of patients, some presenting frequent episodes. We lack tools to identify patients at high risk of ACS occurrence or frequent episodes. Epidemiological studies have found an association between asthma and ACS, but whether this link is causal is ...
Sara El Aouhel +10 more
wiley +1 more source
Transforming Surgical Training With AI Techniques for Training, Assessment, and Evaluation: Scoping Review. [PDF]
Escobar-Castillejos D +4 more
europepmc +1 more source
Botanical and Upcycled Bioactives for Advanced Topical Formulations: Mechanistic Pathways, Cutaneous Delivery, and Sustainability-by-Design. [PDF]
Panza S +6 more
europepmc +1 more source
A Study on the Direction for the Revision of Korean Cataloguing Rules
openaire +1 more source
Unlocking the biotechnological potential of Baltic microorganisms. [PDF]
Mazur-Marzec H +19 more
europepmc +1 more source

