Research at the intersection of intelligent systems and emerging technologies.
12 published · View all articles →
Industrial Internet platforms connect manufacturers, equipment suppliers, maintenance providers, logistics firms, software vendors, and financial institutions. These platforms record transaction orders, equipment usage, maintenance requests...
Read article →Machine learning offers an efficient strategy for identifying catalyst candidates, but simultaneous prediction of activity and selectivity remains challenging. In this study, a multilevel machine-learning framework was developed using a dat...
Read article →LiDAR place recognition retrieves previously mapped locations from current three-dimensional scans and supports loop closure, global localization, and recovery after tracking failure. Its central engineering problem is to compress a large,...
Read article →Segmentation foundation models promise reusable representations, broad task coverage, and reduced dependence on task-specific training, but pulmonary vasculature exposes a difficult domain gap. Chest computed tomography is volumetric, often...
Read article →Sodium alginate-graphene oxide hydrogels offer an appealing route to retain an osmotic draw material while coupling water affinity, tunable network elasticity, porous transport, and mechanical recovery. Moving such materials from a laborato...
Read article →Hydrogels have been proposed as recoverable draw agents for forward osmosis because a cross-linked polymer network can convert affinity for water into swelling pressure while retaining most of the draw material as a discrete phase. Yet comp...
Read article →Hydrogels are attractive forward-osmosis draw agents because their cross-linked networks can generate water uptake while greatly reducing the reverse diffusion associated with small dissolved draw solutes. Their central weakness is equally...
Read article →Laboratory performance is necessary but insufficient evidence for a functional chemical technology. Forward-osmosis draw materials and visible-light synthetic methods illustrate the gap. A hydrogel may absorb water under a favorable feed ye...
Read article →Materials for forward osmosis and photocatalysts for organic synthesis appear to belong to distant research programs. One controls water uptake through chemical potential; the other controls bond formation through excited-state electron tra...
Read article →Conversational business intelligence promises to let people explore organizational data without mastering query languages, but its central design problem is not translation. It is the management of ambiguity before an irreversible interpret...
Read article →Inverse cobalt catalysts provide unique metal–oxide boundary sites for CO2 methanation, but the role of oxide promotion remains unclear. Herein, ZrOx-, CeOx-, and TiOx-decorated Co catalysts were synthesized and tested for CO2 methanation a...
Read article →Photocatalytic CO2 reduction requires efficient charge separation and suitable surface sites for multi-electron transfer. Herein, ZrO2-coupled bismuth sulfobromide heterojunctions were synthesized through a solvothermal method and applied t...
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