AI-model database search framework

adjacent

AI-model database search framework: adjacent. Survey and theoretical framework for using neural network models as the core engine of database search rather than of de novo sequencing, defining and comparing the…

Survey and theoretical framework for using neural network models as the core engine of database search rather than of de novo sequencing, defining and comparing the runtime and scaling behaviour of the emerging approaches. Adjacent to this catalog: the subject is database search, and it names no tool of its own.

Kind	adjacent
Deep learning	yes

Papers

• A Framework for Database Search with AI Models in Mass Spectrometry-Based Proteomics (2026, Journal of Proteome Research, peer-reviewed)

Authors (4)

Konstantinos Kalogeropoulos, Jeroen Van Goey, Timothy P. Jenkins, Kevin Eloff

Seen in the charts

• Models and the authors behind them

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