Genetics | Synthetic Biology Iterative deep learning-design of human enhancers exploits condensed sequence grammar to achieve cell type-specificity. June 25, 2024
Genetics | Synthetic Biology Diffusion-Based Generative Network for de Novo Synthetic Promoter Design. April 13, 2024
Enzyme Engineering | Protein Engineering | Synthetic Biology GraphKM: machine and deep learning for K prediction of wildtype and mutant enzymes. March 29, 2024
Bioinformatics | Metabolic Engineering | Synthetic Biology High-throughput prediction of enzyme promiscuity based on substrate-product pairs. March 15, 2024
Biotechnology | Machine Learning | Synthetic Biology Machine Learning and Deep Learning in Synthetic Biology: Key Architectures, Applications, and Challenges. March 11, 2024
Immunology | Synthetic Biology Design and deep learning of synthetic B-cell-specific promoters. October 27, 2023
Synthetic Biology Deep flanking sequence engineering for efficient promoter design using DeepSEED. October 9, 2023
Bioinformatics | Computer Science | Drug Delivery | Metabolic Engineering | Synthetic Biology CSI: Contrastive Data Stratification for Interaction Prediction and its Application to Compound-Protein Interaction Prediction. July 25, 2023
Metabolic Engineering | Synthetic Biology EVMP: enhancing machine learning models for synthetic promoter strength prediction by Extended Vision Mutant Priority framework. July 21, 2023
Bioinformatics | Synthetic Biology Deep Neural Networks for Predicting Single-Cell Responses and Probability Landscapes. July 19, 2023
Biotechnology | Synthetic Biology Engineering of increased L-Threonine production in bacteria by combinatorial cloning and machine learning. July 12, 2023
Metabolomics | Synthetic Biology RespectM revealed metabolic heterogeneity powers deep learning for reshaping the DBTL cycle. July 10, 2023