activity
20122019
most citedReinforcement Learning with Neural Networks for Quantum Feedback

231 citations · 600 across the 7 of their papers we have counts for

collaborators

7 papers

quant-ph2019★ 22 cited

Quantum Motional State Tomography with Non-Quadratic Potentials and Neural Networks

Talitha Weiss, Oriol Romero-Isart

We propose to use the complex quantum dynamics of a massive particle in a non-quadratic potential to reconstruct an initial unknown motional quantum state. We theoretically show th…

quant-ph2018★ 231 cited

Reinforcement Learning with Neural Networks for Quantum Feedback

Thomas Fösel, Petru Tighineanu, Talitha Weiss +1

Machine learning with artificial neural networks is revolutionizing science. The most advanced challenges require discovering answers autonomously. This is the domain of reinforcem…

quant-ph2017★ 32 cited

General linearized theory of quantum fluctuations around arbitrary limit cycles

Carlos Navarrete-Benlloch, Talitha Weiss, Stefan Walter +1

The theory of Gaussian quantum fluctuations around classical steady states in nonlinear quantum-optical systems (also known as standard linearization) is a cornerstone for the anal…

quant-ph2016★ 57 cited

Quantum-coherent phase oscillations in synchronization

Talitha Weiss, Stefan Walter, Florian Marquardt

Recently, several studies have investigated synchronization in quantum-mechanical limit-cycle oscillators. However, the quantum nature of these systems remained partially hidden, s…

quant-ph2015★ 104 cited

Noise-Induced Transitions in Optomechanical Synchronization

Talitha Weiss, Andreas Kronwald, Florian Marquardt

We study how quantum and thermal noise affects synchronization of two optomechanical limit-cycle oscillators. Classically, in the absence of noise, optomechanical systems tend to s…

quant-ph2013★ 84 cited

Quantum limit of laser cooling in dispersively- and dissipatively-coupled optomechanical systems

Talitha Weiss, Andreas Nunnenkamp

Mechanical oscillators can be cooled by coupling them to an optical or microwave cavity. Going beyond the standard quantum noise approach we find an analytic expression for the ste…

quant-ph2012★ 70 cited

Strong-coupling effects in dissipatively coupled optomechanical systems

Talitha Weiss, Christoph Bruder, Andreas Nunnenkamp

In this paper we study cavity optomechanical systems in which the position of a mechanical oscillator modulates both the resonance frequency (dispersive coupling) and the linewidth…