Use case


Energy Resource Optimization
“This joint collaboration with Total will help us advance a practical path for quantum computing applications to solve complex enterprise challenges in the energy sector”
Yianni Gamvros, Head of Business Development, QC Ware.

What we did

Custom algorithm

Energy Resource Optimization


Pool different energy resources to safety and quality specifications, while optimizing for efficiency.


Develop better quantum optimization algorithms for continuous variables.




A Quantum Interior Point Method for LPs and SDPs
October 21, 2019
Machine Learning
Classical and Quantum Algorithms for Orthogonal Neural Networks
June 14, 2021

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Boehringer Ingelheim

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POSCO Holdings

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JPMorgan Chase

Quantum Machine Learning in Finance

“As quantum computing continues to mature, JPMorgan Chase’s leading position will only be further solidified via future-ready algorithms that will produce continually improving results."

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Itaú Unibanco

Customer Retention

"We see in quantum computing the potential to greatly improve customer interactions and we have already benefited from QC Ware's insights with existing customer retention algorithms."

How we helped
Customer Retention Modeling
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Quantum Computing for Materials Design

“Our joint research with QC Ware over the next five years aims to develop new tools which our R&D team can use to develop new material classes and more efficient production processes that require less resources.”

How we helped
Materials Discovery
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Quantum Neural Networks

"Proud of the Roche pRED Quantum Computing Taskforce and QCWare releasing a paper on ArXiv, using #Quantumneuralnetworks for classifying biomedical images. The result of our joint exploration is to understand how quantum computing can support drug development."

How we helped
Medical Image Recognition
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Goldman Sachs

Quantum Speed-up of Monte Carlo Simulation

“With expertise in theory and simulation from QC Ware, we were able to better understand the constraints of the current technology of quantum computing for solving problems of business interest to us.”

How we helped
Stochastic Processes & Derivative Pricing
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Quantum Computing in the Automotive Industry

"It’s like preparing for a 100m race with an undetermined start time; you need to be prepared to start any time or you will quickly be left behind."

How we helped
Quantum Machine Learning for Autonomous Vehicles
Quantum Optimization for Routing
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Aisin Group

Static Code Testing with Quantum Computing

“We are happy to work with QC Ware. Because our partnership with QC Ware has allowed AISIN Group to prepare for the emerging field of quantum computing”

How we helped
Static code testing challenge
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Aerospace Optimization

“Airbus identified QC Ware as one of the key players in the field of quantum computing expertise. QC Ware has helped Airbus achieve a strong industrial position on quantum computing”

How we helped
Design Verification Optimization Challenge
Flight Path Optimization
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Are you ready for Quantum Computing?

Here are the steps that you can execute to get ready for the upcoming quantum computing disruption

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