Accuracy and data efficiency in deep learning models of protein expression
Deep learning, a type of machine learning, can be used to predict how much protein a specific DNA sequence can produce. But, it usually needs a lot of data. We managed to get a deep learning model to do make predictions with less data, especially if the data is diverse. Our study is useful because people can then produce fewer DNA to train a model, and this is cheaper.
15 Dec 2022
Synthetic biology: engineering order in organisms across scales and species
Synthetic biology has enormous potential to solve problems in health, agriculture, and energy. Bill Jia and Arin Wongprommoon explore engineering approaches to controlling biological processes.
19 Sep 2018