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Automated Discovery of Multicellular Behavior for Optimized Plant Growth and Climate Resilience

open access: yesAdvanced Intelligent Systems, EarlyView.
An automated robotic system is described for rapid scientific experimentation with multicellular organisms. By enhancing a robotic liquid handler with a custom developed deep learning algorithm and camera module, samples and data are prepared with minimal human intervention.
Mark A. DeAngelis   +2 more
wiley   +1 more source
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Screening p-Phenylenediamine Antioxidants, Their Transformation Products, and Industrial Chemical Additives in Crumb Rubber and Elastomeric Consumer Products.

Environmental Science and Technology, 2023
Recently, roadway releases of N,N'-substituted p-phenylenediamine (PPD) antioxidants and their transformation products (TPs) received significant attention due to the highly toxic 6PPD-quinone.
H. Zhao   +10 more
semanticscholar   +1 more source

Performance of Chemical Catalytic Biofilm Technology for Decentralized Sewage Treatment

Hazardous Waste, 2020
The decentralized sewage discharge changes greatly in quantity, quality, and spatial distribution, and is becoming increasingly intractable. Therefore, a chemical catalytic biofilm reactor (CCBR) was established with an iron-based microbial coupling ...
Zhifeng Hu   +5 more
semanticscholar   +1 more source

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