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We Accelerate your

Quantum Hardware

Qruise is developing the Machine Learning Physicist: Characterization, Precision and Control at your fingertips.

Our toolkit provides everything you need to improve your quantum device and speed up your research process threefold.

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Transforming Experimental Physics

We are actively working on the integration and encapsulation of pertinent ML methodologies to create a toolkit that can seamlessly integrate into any laboratory workflows, thereby expediting scientific R&D processes. Our overarching objective is to engineer a Machine Learning Physicist, capable of augmenting the capabilities of experimentalists in the laboratory setting.

By employing the Qruise ML-physicist, we aim to enhance experimental outcomes, accelerate discovery timelines, and facilitate deeper insights into experimental phenomena.

What our customers say

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Prof. Christiane Koch
Freie Universität Berlin
The Qruise software provided us with a comprehensive digital twin of real quantum hardware; which, along with its full differentiability, has been very useful in our work developing advanced quantum optimal control tools for efficient 2 qubit gates in superconducting qubits.
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Dr. Allesandro Chiani
Institute for Quantum Computing Analytics (PGI-12) Forschungszentrum Jülich
As a research group active in the field of circuit-QED and optimal control, we are in constant need of efficient methods to carry out numerical simulations for testing our ideas. The Qruise software provides an extensive library of system components, pulse shapes, and optimization algorithms that allow for the fast simulation of quantum systems and the optimization of quantum protocols.
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Dr. Lior Ella
Director of Reasearch at Quantum Machines
I think that this [the Qruise software] reflects a level of ability to understand the physics that honestly I have not seen and published anywhere ... it's a very important collaboration for us ... I believe you are tackling the right problems in the field.
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Juhi Singh & Dr. Robert Zeier
Forschungszentrum Jülich
The Qruise software includes a wide variety of techniques and tools for quantum optimal control and it is particularly suitable for collaborations with experimentalists. The software is easy to install and learn due to its nicely written documentation. It also helps that it is based on the widely used programming language Python. The Qruise team is quick to respond and to provide support.
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What do we do?

Qruise offers a suite of tools engineered to rapidly and efficiently reverse engineer and analyze your experimental setup. Our tools are designed to decipher the real-time dynamics of an experiment, as opposed to the preconceived expectations, enabling a deeper understanding of anomalies and deviations. In a nutshell, we are solving the inverse problem. More crucially, our diagnostic toolkit elucidates the root causes of suboptimal device performance, paving the way for targeted interventions and performance optimization.

The Qruise toolset is centered around 3 pillars:

Toolset Icon for Characterization

Characterization

You may select any set of experimental data. Then Qruise will utilize a digital twin to simulate these experiments and optimize the model parameters to best match the experimental data. No coding of fitting functions is necessary with this approach, making it possible to determine multiple parameter values simultaneously.

Optimal Control

Based on a model, your choice of a control parameterization and goals, Qruise can find the optimal controls to drive the system to the desired state or gate. The optimization can handle many dozens of concurrent parameters, including time-dependent pulse shapes, to allow full utilization of possible controls. Further, one may check the robustness of the resulting pulse to variability in the model, noise in the control pathways and more.

Calibration

Qruise offers a very wide selection of optimization algorithms that are capable of utilizing any experimental procedure for determining operation fidelity. Our unique ongoing-recalibration capabilities continuously work in the background and keep the operations always at their optimal working point.

Networks

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© Qruise GmbH 2024. All rights reserved
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Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Innovation Council and SMEs Execitve Agency (EISMEA). Neither the European Union nor the granting authority can be held responsible for them. Grant agreement No 101099538