Comparative machine learning models for predicting the compressive strength of ultra-high-performance concrete. [PDF]
Nga NTT, Tuan NA, Tu NT, Dang HT.
europepmc +1 more source
A bionic cryogel containing phase‐change materials that provides daytime radiative cooling and nighttime heat release is developed to promote environmentally sustainable and comfortable housing and living environments with reduced building energy demand.
Sining Huang +6 more
wiley +1 more source
Low-carbon ultra-high-performance concrete: raw materials, particle packing optimization, and data-driven performance assessment-a review. [PDF]
Fageeri A, Hisseine O.
europepmc +1 more source
This Perspective charts the modeling landscape for soft manipulators, spanning sparse system identification, neural dynamics, physics‐informed models and hybrid intelligence. We examine how physics, data, sensing, adaptation and control can assume complementary roles within this landscape, and provide a framework for selecting modeling approaches ...
Wenbo Hui +4 more
wiley +1 more source
A hybrid experimental and machine learning framework for designing and predicting compressive strength of ultra-high-performance concrete. [PDF]
Ayman M, ElNemr A.
europepmc +1 more source
Mechanism of Direct Acoustic Construction and Gradient Properties Tuning
Directed acoustic construction enables omnidirectional gradient tuning of fingerprint‐inspired microstructures. By investigating the DAC mechanisms, diamond particles are found to enhance acoustic physical, mechanical, and chemical effects, promoting acoustic curing and broadening the range of gradient property tuning.
Dandan Wu +6 more
wiley +1 more source
Cross-Scale Synergistic Reinforcement of Ultra-High-Performance Concrete by Cellulose Nanofibers and Polyoxymethylene Fibers: Mechanical Behavior and Microstructural Mechanisms. [PDF]
Yu P, Han X, Zheng P, Liu X.
europepmc +1 more source
From Artificial to Embodied and Physical Intelligence in Smart Manufacturing
Smart manufacturing is reframed through complementary artificial, embodied, and physical intelligence, spanning computational reasoning, perception‐action coupling, and material‐level adaptation. Their integration across design, fabrication, operation, and maintenance reveals how intelligence can be co‐designed across algorithms, embodied agents, and ...
Kang Wang +9 more
wiley +1 more source
Predicting Mechanical Strength of Alkali-Activated High-Performance Concrete Using Machine-Learning Methods. [PDF]
Biswas R +4 more
europepmc +1 more source
Enriched Soil Organic Carbon Underpins Long‐Term Stable Crop Productivity Across China's Croplands
Quantifying the nonlinear relationships and causal effects of soil organic carbon (SOC) on crop stability reveals specific critical thresholds and saturation points. This partitions the national SOC spectrum into three functional phases. Integrating these spatial delineations with high‐resolution maps of marginal gains pinpoints regions with the ...
Yuyang Huang +11 more
wiley +1 more source

