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Natalja Strelkowa

Researcher at Imperial College London

Publications -  14
Citations -  1910

Natalja Strelkowa is an academic researcher from Imperial College London. The author has contributed to research in topics: Repressilator & Reinforcement learning. The author has an hindex of 8, co-authored 14 publications receiving 1685 citations. Previous affiliations of Natalja Strelkowa include Boehringer Ingelheim.

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Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems

TL;DR: This paper discusses and applies an ABC method based on sequential Monte Carlo (SMC) to estimate parameters of dynamical models and develops ABC SMC as a tool for model selection; given a range of different mathematical descriptions, it is able to choose the best model using the standard Bayesian model selection apparatus.
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Clonal Interference in the Evolution of Influenza

TL;DR: It is shown that influenza A (H3N2) evolves by strong clonal interference, implying that mode and speed of influenza evolution are governed not only by positive selection within, but also by background selection outside antigenic epitopes: immune adaptation and conservation of other viral functions interfere with each other.
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Switchable genetic oscillator operating in quasi-stable mode

TL;DR: Even repressilators possess quasi-stable, travelling wave periodic solutions that are reachable, long-lived and robust to parameter changes that underlie the sustained oscillations observed in even rings in the stochastic regime, even if these circuits are expected to behave as switches.
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Engineering and ethical perspectives in synthetic biology. Rigorous, robust and predictable designs, public engagement and a modern ethical framework are vital to the continued success of synthetic biology

TL;DR: The applications of synthetic biology will involve the release of artificial life forms into the environment that present unique safety challenges that need to be addressed by researchers and regulators to win public engagement and support.
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Transient dynamics around unstable periodic orbits in the generalized repressilator model.

TL;DR: It is shown that the family of unstable orbits possesses spatial symmetries and can also be understood in terms of traveling wave solutions of kink-like topological defects, and the long-lived oscillatory transients correspond to the propagation of quasistable two-kink configurations that unravel over a long time.