Order from disordered proteins: Physics-based algorithm designs biomolecules with custom properties

In synthetic and structural biology, advances in artificial intelligence have led to an explosion of designing new proteins ...
IEEE

Discrete Structure Aggregation and Global-region Query-located Network for Fine-grained Visual Classification

In recent years, the fine-grained classification issue in plants is a hot topical in computer vision. However, most existing fine-grained classification methods focus on finding discriminative regions ...
eLife

Importance of higher-order epistasis in protein sequence-function relationships

In this important work, the authors present a new transformer-based neural network designed to isolate and quantify higher-order epistasis in protein sequences. They provide solid evidence that higher ...
IEEE

Optimization-based Verification of Discrete-time Control Barrier Functions: A Branch-and-Bound Approach

Abstract: Discrete-time Control Barrier Functions (DTCBFs) form a powerful control theoretic tool to guarantee safety and synthesize safe controllers for discrete-time dynamical systems. In this paper ...