Concept
Sequence alignment
Related publications (413)
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Author summaryWhen two protein families interact, their sequences feature statistical dependencies. First, interacting proteins tend to share a common evolutionary history. Second, maintaining structure and interactions through the course of evolution yiel ...
PUBLIC LIBRARY SCIENCE2023A Geometric Transformer for Structural Biology: Development and Applications of the Protein Structure Transformer
Proteins, the central building blocks of life, play pivotal roles in nearly every biological function. To do so, these macromolecular structures interact with their surrounding environment in complex ways, leading to diverse functional behaviors. The predi ...
EPFL2023Smart filter aided domain adversarial neural network for fault diagnosis in noisy industrial scenarios
Olga Fink, Gaëtan Michel Frusque, Tianfu Li, Qi Li, Baorui Dai
The application of unsupervised domain adaptation (UDA)-based fault diagnosis methods has shown significant efficacy in industrial settings, facilitating the transfer of operational experience and fault signatures between different operating conditions, di ...
2023