The divergence of ASIC designs makes it difficult to run commonly used modern sequencing analysis pipelines due to software ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of Nadaraya-Watson kernel regression ...

Then a morphism is a function that maps one set to another ... And you figured this out by passing between the realms of topology and linear algebra using category theory. Language and category theory ...

To address these challenges, we propose the Linear Graph Network (LGNet), which theoretically compresses multi-layer GCNs into a single layer, enabling the embedding of new nodes during inference.

The versatile molecular system can be programmed to perform diverse dynamic functions. Nanotechnologists ... ports enables exponential instead of linear growth kinetics. The third programme ...

To address these issues, we propose a mixed-integer linear ... requirements, a graph neural network (GNN) with edge-node switch convolution for precise feature extraction, and deep reinforcement ...

BubbleGun outputs runs of bubbles and superbubbles we call bubble chains. Several graph-related functions are also implemented in BubbleGun: BubbleGun keeps all optional information in the S (Segment) ...

Some standard modules for making 3d shapes with attachment support, and function forms that produce a VNF. Also included are shortcuts cylinders in each orientation and extended versions of the ...