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Found 4 papers, 2 papers with code
De novo peptide sequencing with InstaNovo: Accurate, database-free peptide identification for large scale proteomics experiments
Bottom-up mass spectrometry-based proteomics is challenged by the task of identifying the peptide that generates a tandem mass spectrum.
Dynamic Term Structure Models with Nonlinearities using Gaussian Processes
Unlike for real economic activity, in case of core inflation we find that, compared to linear models, application of nonlinear models leads to statistically significant gains in economic value across considered maturities.
Inference on Causal Effects of Interventions in Time using Gaussian Processes
This paper focuses on drawing inference on the causal impact of an intervention at a specific time point, as manifested in an outcome variable over time.
Capturing the time-varying drivers of an epidemic using stochastic dynamical systems
Epidemics are often modelled using non-linear dynamical systems observed through partial and noisy data.
Applications Computation Methodology
