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I finally understand my home network thanks to one simple tool

It's where I find myself. While I spent a lot of time, effort, and money deploying a Ubiquiti network at home, I've basically ...
IEEE

HighMPNN: A Graph Neural Network Approach for Structure-Constrained Cyclic Peptide Sequence Design

Abstract: Cyclic peptides become attractive therapeutic candidates due to their diverse biological activities. However, existing deep learning-based sequence design models, such as ProteinMPNN, are ...
IEEE

Homogeneous Versus Heterogeneous Graph Representation for Graph Neural Network Tasks on Electric Circuits

Abstract: Machine learning (ML) has the potential to revolutionize electronic design automation (EDA), but mainly lacks the scalable and adequate representation of electric circuits, and requires ...