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Control of Open Quantum Systems via Dynamical Invariants

open access: yesAdvanced Quantum Technologies, Volume 9, Issue 2, February 2026.
Dynamical invariants are used to reverse‐engineer control fields for open quantum systems described by time‐dependent Lindblad master equations. By minimizing an analytic leakage functional, the protocol dynamically steers the state along an effectively decoherence‐free path without costly iterative propagation.
Loris M. Cangemi   +4 more
wiley   +1 more source

State‐space models and inference approaches for aquatic animal tracking with passive acoustic telemetry and biologging sensors

open access: yesMethods in Ecology and Evolution, Volume 17, Issue 2, Page 418-434, February 2026.
Abstract Passive acoustic telemetry systems are widely deployed to track animals in aquatic environments. However, investments in integrative methods of data analysis have remained comparatively limited, with current workflows typically considering individual movements separately from space use, home ranges and residency.
Edward Lavender   +3 more
wiley   +1 more source

Leveraging machine learning and accelerometry to classify animal behaviours with uncertainty

open access: yesMethods in Ecology and Evolution, Volume 17, Issue 2, Page 567-584, February 2026.
Abstract Animal‐worn sensors have revolutionised the study of animal behaviour and ecology. Accelerometers, which measure changes in acceleration across planes of movement, are increasingly being used in conjunction with machine learning models to classify animal behaviours across taxa and research questions.
Medha Agarwal   +4 more
wiley   +1 more source

Keeping Elo alive: Evaluating and improving measurement properties of learning systems based on Elo ratings

open access: yesBritish Journal of Mathematical and Statistical Psychology, Volume 79, Issue 1, Page 95-110, February 2026.
Abstract The Elo Rating System which originates from competitive chess has been widely utilised in large‐scale online educational applications where it is used for on‐the‐fly estimation of ability, item calibration, and adaptivity. In this paper, we aim to critically analyse the shortcomings of the Elo rating system in an educational context, shedding ...
Maria Bolsinova   +2 more
wiley   +1 more source

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