TransFun is a method using a transformer-based protein language model and 3D-equivariant graph neural networks (EGNN) to distill information from both protein sequences and structures to predict ...
Abstract: This article addresses the challenge of designing robust controllers for uncertain systems subject to multiple input and state constraints. A nonlinear ...
Abstract: This article presents an approach to ensure the robust forward invariance of safe sets for sampled-data input nonlinear dynamical systems with model uncertainties. We first design a ...