Some layer of confirmation is essential, with additional validation being subjective and depending on the nuances of each biological system. The simplest validation experiments are those which ...

Large language models (LLMs) can enhance experimental research via the design and implementation of studies, and data analysis. When available, we suggest using LLM-based tools that require no coding ...

Machine-learning models can speed up the discovery of new materials by making predictions and suggesting experiments. But most models today only consider a few specific types of data or variables.