A Bottom‐Up Design Framework for Multifunctional Lattice Metamaterials
This study introduces a generative AI framework for designing multifunctional lattice metamaterials. The method combines 3D Gaussian voxel generation with deep learning, enabling greater design freedom and structural performance. The optimized lattice metamaterials achieve enhanced energy absorption by 40–200% compared to conventional structures and ...
Zongxin Hu +13 more
wiley +1 more source
The impact of digital financial inclusion and urbanization on agricultural mechanization: Evidence from counties of China. [PDF]
Liu C, Chen L, Li Z, Wu D.
europepmc +1 more source
Engines of Growth: Farm Tractors and Twentieth-Century U.S. Economic Welfare [PDF]
The role of twentieth-century agricultural mechanization in changing the productivity, employment opportunities, and appearance of rural America has long been appreciated.
Richard H. Steckel, William J. White
core
A Guide for Spatial Omics Technologies: Innovation, Evaluation, and Application
This review presents a strategy‐centric framework for spatial omics technologies, organizing methods by how spatial information is experimentally encoded. It compares key performance trade‐offs across sequencing‐ and imaging‐based approaches, examines computational and practical limitations, and highlights biomedical applications. The analysis provides
Xiaofeng Wu +5 more
wiley +1 more source
Institutional and Socioeconomic Model of Farm Mechanization and Foreign Workers [PDF]
A multi-output cost function approach to induced innovation is adopted to analyze the impact of socioeconomic variables and institutional factors on technological change in agriculture. Focusing on the impact of immigration policy and farm mechanization,
Emerson, Robert D. +1 more
core +4 more sources
Using a panel dataset of 24,527 farming households from the China Family Panel Studies (CFPS) for the years 2014–2020, this study employed the fixed-effects, mediation-effect, and two-stage least squares (2SLS) models to explore why in the context of non-
Guanqing Xu +4 more
doaj +1 more source
Laser‐induced graphene (LIG) provides a scalable, laser‐direct‐written route to porous graphene architecture with tunable chemistry and defect density. Through heterojunction engineering, catalytic functionalization, and intrinsic self‐heating, LIG achieves highly sensitive and selective detection of NOX, NH3, H2, and humidity, supporting next ...
Md Abu Sayeed Biswas +6 more
wiley +1 more source
Agricultural mechanization perspective in Pakistan: present challenges and digital future
Agriculture constitutes a critical sector within the economic landscape of Pakistan, engaging 37.4% of the labour force and contributing 22.9% to the Gross Domestic Product (GDP), thus functioning as an essential element of the country's economic ...
Gohar Gulshan Mahmood +2 more
doaj +1 more source
The role of agricultural mechanization services in reducing pesticide input: promoting sustainable agriculture and public health. [PDF]
Li X, Zhu M, Zhu M.
europepmc +1 more source
Harvest Cost and Value of Citrus Operations with Alternative Technology: Real Options Approach [PDF]
The prospect of immigration policy reform has renewed growers’ concerns of serious labor shortages and cost increases. These concerns are more serious for specialty crop agriculture, not only because it is highly labor intensive, but also it requires ...
Emerson, Robert D. +2 more
core +1 more source

