Safe Bayesian Optimization using Interior-Point Methods — Applied to Personalized Insulin Dose Guidance

Kavli Affiliate: Francis J. Doyle | First 5 Authors: Dinesh Krishnamoorthy, Francis J. Doyle III, , , | Summary: This paper considers the problem of Bayesian optimization for systems with safety-critical constraints, where both the objective function and the constraints are unknown, but can be observed by querying the system. In safety-critical applications, querying the […]


Continue.. Safe Bayesian Optimization using Interior-Point Methods — Applied to Personalized Insulin Dose Guidance

Safe Bayesian Optimization using Interior-Point Methods — Applied to Personalized Insulin Dose Guidance

Kavli Affiliate: Francis J. Doyle | First 5 Authors: Dinesh Krishnamoorthy, Francis J. Doyle III, , , | Summary: This paper considers the problem of Bayesian optimization for systems with safety-critical constraints, where both the objective function and the constraints are unknown, but can be observed by querying the system. In safety-critical applications, querying the […]


Continue.. Safe Bayesian Optimization using Interior-Point Methods — Applied to Personalized Insulin Dose Guidance

Quantifying non-stabilizerness via information scrambling

Kavli Affiliate: Eliska Greplova | First 5 Authors: Arash Ahmadi, Eliska Greplova, , , | Summary: The advent of quantum technologies brought forward much attention to the theoretical characterization of the computational resources they provide. A method to quantify quantum resources is to use a class of functions called magic monotones and stabilizer entropies, which […]


Continue.. Quantifying non-stabilizerness via information scrambling

Quantifying non-stabilizerness via information scrambling

Kavli Affiliate: Eliska Greplova | First 5 Authors: Arash Ahmadi, Eliska Greplova, , , | Summary: The advent of quantum technologies brought forward much attention to the theoretical characterization of the computational resources they provide. A method to quantify quantum resources is to use a class of functions called magic monotones and stabilizer entropies, which […]


Continue.. Quantifying non-stabilizerness via information scrambling

Controlling magnetism with light in a zero orbital angular momentum antiferromagnet

Kavli Affiliate: Andrea D. Caviglia | First 5 Authors: Mattias Matthiesen, Jorrit R. Hortensius, Samuel Mañas-Valero, Makars Šiškins, Boris A. Ivanov | Summary: Antiferromagnetic materials feature intrinsic ultrafast spin dynamics, making them ideal candidates for future magnonic devices operating at THz frequencies. A major focus of current research is the investigation of optical methods for […]


Continue.. Controlling magnetism with light in a zero orbital angular momentum antiferromagnet

Steering self-organisation through confinement

Kavli Affiliate: Gijsje H. Koenderink | First 5 Authors: Nuno A. M. Araújo, Liesbeth M. C. Janssen, Thomas Barois, Guido Boffetta, Itai Cohen | Summary: Self-organisation is the spontaneous emergence of spatio-temporal structures and patterns from the interaction of smaller individual units. Examples are found across many scales in very different systems and scientific disciplines, […]


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Normalization procedure for obtaining the local density of states from high-bias scanning tunneling spectroscopy

Kavli Affiliate: Sander Otte | First 5 Authors: Rasa Rejali, Laëtitia Farinacci, Sander Otte, , | Summary: Differential conductance spectroscopy performed in the high bias regime — in which the applied voltage exceeds the sample work function — is a poor measure of the local density of states due to the effects of the changing […]


Continue.. Normalization procedure for obtaining the local density of states from high-bias scanning tunneling spectroscopy

Energy transfer and vortex structures: Visualizing the incompressible turbulent energy cascade

Kavli Affiliate: Michael P. Brenner | First 5 Authors: Ryan McKeown, Alain Pumir, Shmuel M. Rubinstein, Michael P. Brenner, Rodolfo Ostilla-Mónico | Summary: The transfer of kinetic energy from large to small scales is a hallmark of turbulent flows. Yet, a precise mechanistic description of this transfer, which is expected to occur via an energy […]


Continue.. Energy transfer and vortex structures: Visualizing the incompressible turbulent energy cascade