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Article
Open AccessAccelerating Formulation Design via Machine Learning: Generating a High-throughput Shampoo Formulations Dataset
Liquid formulations are ubiquitous yet have lengthy product development cycles owing to the complex physical interactions between ingredients making it difficult to tune formulations to customer-defined proper...
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Article
Open AccessA dynamic knowledge graph approach to distributed self-driving laboratories
The ability to integrate resources and share knowledge across organisations empowers scientists to expedite the scientific discovery process. This is especially crucial in addressing emerging global challenges...