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QAR-Lab to use IBM Q System One in Ehningen starting June 2021

QAR-Lab to use IBM Q System One in Ehningen starting June 2021

(Munich/Ehningen, 01.06.2021) LMU Munich has recently secured the use of IBM’s quantum computer in Germany by contract. The researchers of the Computer Science Chair Mobile and Distributed Systems will thus be able to use the quantum computer “IBM Quantum System One” from June 1, 2021. The computer capacity will be mediated through Fraunhofer-Gesellschaft and will be available to research institutes and the industry. The computer was inaugurated in Ehningen on June 15, 2021, with German Chancellor Angela Merkel attending, by Research Minister Anja Karliczek and the Prime Minister of Baden-Württemberg Winfried Kretschmann.

Prof. Dr. Claudia Linnhoff-Popien, head of the Chair of Mobile and Distributed Systems at LMU’s IT Institute, and her research team in quantum computing are implementing the first real-world use cases from companies and running various algorithms to test the most suitable performance of the respective quantum computing hardware and to solve the use cases with quantum computers.

The IBM „Q System One“ joins the league of quantum computers on which the LMU research team is working, using 27 QuBits for parallel computing. The scientists also have up to 65 QuBits at their disposal for programming tasks in the USA, where they access other computers via the cloud.

The Q System One is currently being tested alongside three other computers as part of a quantum computing coding internship. At the end of this “Quantum Computing Optimization Challenge” programming internship, which involves four DAX companies and 27 students, initial results are expected in the summer and will be published in fall 2021.

In cooperation with lighthouse project PlanQK, an ecosystem for quantum-assisted AI

The use of the IBM quantum computer in Germany is running in cooperation with the European lighthouse project PlanQK, of which LMU is a member. This project is developing a platform and ecosystem for quantum-assisted artificial intelligence. The PlanQK consortium is composed of 19 partners from industry and research. One of them is LMU’s Chair of Mobile and Distributed Systems, which has already conducted numerous industrial projects on quantum computing and AI.

In the PlanQK project, users will be able to access a quantum AppStore, developers will be able to use quantum platforms in a simple way, and specialists will provide concepts that make quantum computing easily accessible. The German Federal Ministry for Economic Affairs and Energy (BMWi) is a sponsor of PlanQK and in May 2021 also extended financial support for the project as part of the German government’s Economic Stimulus and Future Package to enable further use cases of quantum computing in industry. The goal is that this should also create easy access to expertise and algorithms, especially for SMEs.


Prof. Linnhoff-Popien participates in panel discussion of the Bitkom Quantum Summit

Prof. Linnhoff-Popien participates in panel discussion of the Bitkom Quantum Summit

(May 26, 2021, Berlin).  There are great future visions: Germany has set itself the goal of becoming a pioneer in the future field of quantum technologies. The German government is supporting the development of quantum technologies with two billion euros from the economic stimulus package. Computer science professor Dr. Claudia Linnhoff-Popien was a member of the Federal Government’s Expert Council on Quantum Computing in 2020/21 and is very familiar with the state of research and the practical applications that are already possible.

At her Chair of Mobile and Distributed Systems at the Institute of Computer Science at Ludwig-Maximilians-University Munich (LMU), research and programming has already been ongoing since 2016 in the Quantum Applications & Research Laboratory (QAR-Lab).

During the Bitkom conference “Quantum Summit” (May 26-27, 2021) Claudia Linnhoff-Popien spoke about the developments in Germany. At the panel she gave an outlook on the objectives at her chair:

“I am very happy to support the application-oriented side of Quantum Computing. From my point of view, Germany is very strong in the user industry. We are world champions in the automotive field, in mechanical engineering and in other areas. We have a strong user industry on one side – and on the other side we have the groundbreaking possibilities of quantum computing. And these two sides are now growing together. We have to focus on two goals in Germany: On the one hand, we should build one or two quantum computers. And on the other hand, we need to program applications that run on quantum computers, the currently available NISQ computers. My personal goal is that we now prepare for the age of quantum computing to achieve a quantum advantage in four to seven years.” 

Representatives from other institutions and companies who spoke on the panel about Germany were:

  • Mario Brandenburg, Free Democratic Party & Member of the German Parliament
  • Prof Dr Raoul Klingner, Fraunhofer-Gesellschaft
  • Dr Alexander Tettenborn, Federal Ministry for Economic Affairs and Energy (Head of division Development of Digital Technologies)
  • Dr Horst Weiss, BASF (Vice President Knowledge Innovation & Solutions)
  • Dr Jana Lehner, Strategic Analyst in Workforce management at IBM was presenter at the  event.
Panel-Vortrag "Quantum Summit 2021"
High hopes on fast pace of developments and barrier-free access to the technology

The speakers expressed different wishes about the speed of developments in Germany and agreed that the access to the technology should be as low-threshold and barrier free as possible. All participants were enthusiastic about quantum computing as a crucial future technology. The conference devoted two days exclusively to the topic of quantum technologies, illustrating how, after years of research, the topic has arrived in industry.

In Germany, there are many co-existing initiatives in research and industry that have excellent know-how about quantum computing and are increasingly applying the knowledge to applications. At the Institute of Computer Science at Ludwig-Maximilians-Universität (LMU) in Munich, research and programming has been carried out in the QAR Lab since 2016. The knowledge gained from years of research flows into considerations of real-world use cases with industry partners to program initial use cases on the computers.

The QAR-Lab has access to four quantum computers. Under the motto “Become Quantum ready,” the experts have set themselves the goal of supporting as many users as possible from science and industry in the field of quantum computing with their expertise.

Claudia Linnhoff-Popien concluded by saying that she is very proud of the PlanQK project and that the QAR Lab is among the top research institutes in the world: “We are also hosting a challenge at the chair until July with four industrial companies and 27 students who are programming use cases on different quantum computers. I think we’ve done a good job for many years already and we are in a good position for the future.”

More info: Quantum Summit 2021


International quantum technology expertise concentrated in one spot: Prof. Dr. Linnhoff-Popien speaker at IQT, New York

International quantum technology expertise concentrated in one spot: Prof. Dr. Linnhoff-Popien speaker at IQT, New York

(May 19, 2021, New York) Quantum technologies have arrived in the business world. This was made clear by the panel presentations of top-class scientists and industrial users at the International Conference “Inside Quantum Technology” IQT in New York. The latter had invited computer science professor Claudia Linnhoff-Popien to give a talk on funding strategies from a German perspective. In total, more than 90 top quantum technology experts from around the world presented the latest research results and industry trends for four days. The virtual conference was broadcasted to registered visitors worldwide from May 17-20, 2021.

On May 19, Claudia Linnhoff-Popien explained the strategy and approach of the German Council of Experts in the international panel “How can national programs boost post-Corona quantum innovation?”. She illustrated the already existing application possibilities in the field of quantum computing on the part of software and programming.

Prof. Dr. Claudia Linnhoff-Popien, Head of the Chair “Mobile and Distributed Systems” at the Institute of Computer Science at LMU Munich, is a member of the German Federal Government’s Expert Council on Quantum Computing. In the summer of 2020, the German government commissioned a 16-member council of experts from industry and science to develop a strategy and recommendations for future action. As a result, the experts council had handed over to the German government in January 2021 the “Roadmap Quantum Computing“, which finds its application in recent funding programs. Linnhoff-Popien had contributed key findings on the application of quantum computing on the part of IT and described them in the roadmap.

In the IQT panel presentation on the strategies of the four countries Netherlands, France, USA and Germany, the representatives explained the status quo in their countries in addition to Linnhoff’s presentation of the quantum computing strategy in Germany. The speakers in addition to Claudia Linnhoff-Popien were:

  • Neil Abroug, National Coordinator (Quantum Strategy) representing France.
  • Freeke Heijman, Co-Founder & Director (Quantum Delta) from the Netherlands
  • Charles Tahan, Director (National Quantum Coordination Office) representing the USA.

The US conference covered all aspects of quantum computing hardware and software, quantum networks, quantum sensing and quantum cryptography. Its goal is to present the latest applications to experts from all industries and to pool international knowledge.

Read more on the Roadmap (German)

Read more on the Conference of Inside Quantum Technology New York


“When and how does a company achieve an initial quantum advantage?” – Prof. Linnhoff-Popien gives lecture at the Mechatronics & Automation Cluster

"When and how does a company achieve an initial quantum advantage?" - Prof. Linnhoff-Popien gives lecture at the Mechatronics & Automation Cluster

(May 18, 2021) Quantum computers can solve tasks that are completely impossible for conventional computers. They can do so immensely faster and for far greater complexity. When will a company be ready and how do you achieve a quantum advantage in practice? Prof. Dr. Claudia Linnhoff-Popien, head of the QAR Lab at the Institute of Computer Science at LMU, spoke about this to interested parties from business and industry on May 18.
Bayern Innovativ had invited Prof. Linnhoff-Popien to speak at a webinar and follow-up Q&A session at the Mechatronics & Automation Cluster. The subsidiary of the Bavarian Ministry of Economic Affairs pushes the topic of quantum technology with the goal of networking interested parties and participating in the creation of a quantum ecosystem.
The QAR-Lab has been working on quantum computers worldwide for several years on first practical use cases. Prof. Linnhoff-Popien presented some examples in the webinar and gave attendees guidance on how they can leverage such a quantum advantage in their business practice.
First, she explained the gate allocation problem of an airport run on different quantum computers and for which it was predicted in which year quantum computers would be developed to the point where a quantum advantage would arise.
Prof. Linnhoff-Popien then presented use cases for optimization problems from various industries to give a sense of where quantum computers are particularly applicable. These use cases served to suggest how companies can identify use cases for this new technology in their operations.
At the end, she presented to the audience what hardware is available worldwide and at what stage of development, and how companies could best get started with this new computing technology. Several aspects of its use were discussed for this purpose.
In a half-hour discussion session, some of the 70 or so participants asked their questions about the topic. 

In October, another webinar on quantum computing is planned in front of industrial users with Prof. Linnhoff-Popien.


“Quantum Computing Optimization Challenge” with industry partners starts – QAR-Lab of LMU Munich pushes applications forward

"Quantum Computing Optimization Challenge" with industry partners starts - QAR-Lab of LMU Munich pushes applications forward

(06.05.2021/Munich) The Quantum Applications & Research Laboratory (QAR-Lab) at the Institute of Computer Science of Ludwig-Maximilians-University (LMU) continues to advance the field of quantum computing. It increasingly brings research knowledge into applications. On May 6 2021, Computer Science Professor Dr. Claudia Linnhoff-Popien, as head of the QAR-Lab, inaugurated the “Quantum Computing Optimization Challenge” as a two-month project of LMU and business partners that will compute industrial use cases on real quantum computers. 
Founded in 2016, the QAR-Lab pursues the ambitious goal of making quantum computing (QC) accessible to a wide range of users in research and industry. Five major industry partners presented their use cases to have various optimization scenarios computed on quantum computers over the next ten weeks. A total of 288 interested parties had participated in the virtual kick-off.

The guest speaker at the kick-off event for the “Challenge” was Dr. Markus Hoffmann from Google Quantum AI, a division of Google Research. In the U.S., Google is building its own hardware that can be accessed through its cloud service. Hoffmann explained where quantum computing can be faster than a classical computer for an abstract problem. In doing so, he illustrated the October 2019 breakthrough when the U.S. company created a computer that calculated a sampling problem in just 200 seconds that would have taken a supercomputer 10,000 years.  

Experts from BASF, BMW, SAP, Siemens and TRUMPF then presented their use cases. 27 students from the Institute of Computer Science will program the use cases on four quantum computers from May to June 2021 to find out what the quantum computers can already calculate, how complex tasks can be and how many QBits a company needs for its use case.

The speakers of the companies and their use cases:  

  • Dr. Astrid Niederle, Research, BASF about “Job shop scheduling” with test tubes in the laboratory.
  • Lukas Müller, Group IT, BMW about “Pre-Production Vehicle Configuration”.
  • Thomas Engelmann, Digital Supply Chain, SAP about “Beverage Delivery.
  • Dr. Christoph Niedermeier, R&D Technology, Siemens about “Quedge“
  • Frederick Struckmeier, Predevelopment Production Platforms, TRUMPF on “Production Planning in Sheet Metal Manufacturing”.

Claudia Linnhoff-Popien said: “The 20 quantum computing programs to be programmed will be run on four machines worldwide during the ten-week challenge and the results will be compared. We are very excited about our partner companies and about the joint project: such an extensive evaluation of real applications on four quantum computers is unique in Germany, maybe even worldwide.”

Use cases of the companies are focusing on optimization 

The task at BASF in the area of laboratory research is to calculate how classic experiments in the laboratory can be carried out faster by changing the processes. The goal is to combine in which sequences robots have to bring which test tubes to which stations in order to achieve the fastest result. This is a simple case that becomes too complex for a classic computer, if – for example – it had  to calculate 100,000 possible combinations. 
In the task of BWM for„Vehicle configuration“ there will be optimized combinations of test components. In the process, components that are combined with each other in test vehicles should satisfy certain clauses so that as few vehicles as possible are required to test a given quantity of parts. After all, with an installed cable length of 10,000 meters, 100 million lines of source code and 10 60 possible combinations for one car, it becomes clear how complex special configurations can be for car orders.  
SAP presented a use case with the “Bay Truck” in Beverage Delivery, which is intended to calculate the optimal supply deliveries of beverages in a special delivery area, when – for example – parameters such as delivery routes change. Here, too, it became clear how complex a daily delivery can become for a beverage company if the optimization affects 6,000 trucks per day.
Siemens presented a use case in the area of „Scheduling“. The aim is to calculate how certain tasks have to be processed one after the other in order to meet all deadlines. The variables here: short-term task changes, limited resources, new processes and new deadlines of the subtasks. Due to the short-term changes of several parameters, such scheduling calculations cannot be performed sufficiently fast on classical computers.
Trumpf’s use case looks at scheduling problems in sheet metal bending, welding, and painting. The goal is to optimize results when delays occur in production processes, for example.

Four solutions to one problem: Challenge finds best result in each case 

In the Challenge, each problem is calculated and programmed on four computers (with two different computer architectures, the so called Gate and the Annealing model): this gives each problem four solutions. At the end, the performance of the computers and the quality of the solutions are compared to obtain an optimal result.
Prof. Dr. Linnhoff-Popien explains: “We want to find out which architecture calculates which result. To do this, we first have to make specifications. For example, in the production of sheet metal parts, the goal is to produce parts as quickly as possible or in parallel and to optimize the process.  What is exciting for us is which architecture leads to which result and how stably, how scalable the tasks can already be executed on quantum computers today – and what requirement of QBits is necessary for the respective use case in order to achieve a quantum advantage.”
The Challenge serves to promote the transfer from science into practice: when completed after the Challenge, the results will be presented internally to the industry partners in July, before the results will be made publicly available as scientific publications. 

QAR-Lab at the IT Institute has been working practice-oriented for years

The motto of the QAR-Lab is “Become Quantum ready”. For years, it has brought companies’ first use cases to the computers of the future. Claudia Linnhoff-Popien explains, “In our QAR-Lab – founded in 2016 – we have built up an enormous amount of know-how over the years to apply the technology of quantum computing in practice. Numerous well-known corporations are already benefiting from our knowledge.”

So far, the QAR-Lab is a unique place for students of LMU for practice-oriented events, in which – via the cloud – computing can be done on four quantum computers worldwide. Since 2018, university teaching has been geared towards testing quantum computing in a practice-oriented way beyond pure theory. 

As a founding member of the outstanding European project PlanQK (“Platform and Ecosystem for Quantum-Assisted AI”), the QAR-Lab is also doing pioneer work by using quantum computing technology in the field of artificial intelligence. The experts of the QAR-Lab collaborate in the context of research collaborations on the implementation of quantum-assisted AI algorithms for industrial use cases.

 

Optimize and get faster: More companies launch pilot projects with quantum computing

Quantum computers, based on quantum technology (so-called Q-bits), can solve complex computing operations exponentially faster than previous computers and thus achieve a so-called quantum advantage, which will also translate into extreme speed of complex calculations. Estimates are that the hardware will be ready for the market in around five to eight years. Innovation-driven companies have long recognized the benefits of quantum computing. As a result, they are launching their first pilot projects in their IT or research departments in order to master the application of the new technology on the IT side in good time and make the technology commercially viable. 
Speed is important to everyone: Advantages are expected, for example, in optimizing workflows, calculating complex processes or increasing efficiency and speed. In the future, it should be possible to calculate problems or scenarios within hours instead of months, within minutes instead of days. There are virtually no limits to the fields of application for quantum computing – whether in the pharmaceutical industry, the financial sector, logistics or the automotive industry. In the field of logistics and optimization in particular, there are virtually no limits, regardless of, for example, the optimal location of objects, the optimal sequence of processes, the optimal allocation of resources or the best combination of active ingredients.

 

Two models of quantum computers: Gate Model and Quantum Annealing

The range of possibilities is wide; quantum computers can be used to perform a wide variety of computational processes. Since the development of the hardware is not yet matured, it is not possible at this present moment to make a conclusive assessment of the extent to which one model is better than the other. The use cases of the „QC Optimization Challenge“ will be processed on four NISQ computers from the hardware manufacturers D-Wave Systems, Fujitsu, IBM and Rigetti and on two different computer architectures, the so-called gate and annealing models.
The quantum gate model is the quantum equivalent of the classical computer and in general is applicable to various problems. One of the most promising applications for the quantum gate model is material simulation. Current quantum gate models comprise around 50 qubits.
Quantum annealers, on the other hand, are specifically tailored for solving optimization problems. 
The number of Qubits, like e.g. D-Wave Systems quantum annealer, are 10 times larger than that of the gate models (approximately 5000 Qubits). 
However, the architectures are comparable only to a very limited extent, due to a different alignment and different fields of application. An evaluation – in terms of the applicability of different use cases to these different architectures – is being developed in the „QC Optimization Challenge“.

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Program Committee delivers “Agenda Quantum Systems 2030” to Federal Research Minister Karliczek in Berlin – Professor Dr. Claudia Linnhoff-Popien’s participation honored

Program Committee delivers “Agenda Quantum Systems 2030” to Federal Research Minister Karliczek in Berlin – Professor Dr. Claudia Linnhoff-Popien’s participation honored

(Berlin/Munich) The spokespersons of the Quantum Systems Program Committee delivered the “Quantum Systems 2030” research agenda to the Federal Minister of Education and Research Anja Karliczek on March 23, 2021.
This presentation of the research agenda on March 23 took place mainly virtually and was streamed live from the Berlin Office of the Federal Ministry of Education and Research. The two program committee spokespersons, Professor Dr. Immanuel Bloch and Dr.-Ing. E. h. Peter Leibinger, delivered the “Agenda Quantum Systems 2030” and addressed the most important recommendations for action.
In a personal letter to Professor Dr. Claudia Linnhoff-Popien, Federal Research Minister Karliczek expressed her satisfaction that the quantum systems agenda process had come to a successful conclusion after a ten-month work phase and thanked her for her commitment.
Prof. Dr. Claudia Linnhoff-Popien, Head of the Chair of “Mobile and Distributed Systems” at the Institute of Informatics at LMU Munich, is a member of the Quantum Computing Panel of Experts. In order to develop a common national strategy for quantum computing, the Federal Government commissioned a 16-member panel of high-ranking experts from the worlds of business and science in the summer of 2020 to identify the key challenges in this field and to make recommendations for future action. This panel developed the “Quantum Computing Roadmap” that it presented in January 2021. For the roadmap, Linnhoff-Popien contributed significant insights from IT to the application of quantum computing.

LMU Munich’s QAR-Lab – Many years of expertise in quantum computing

Claudia Linnhoff-Popien has headed the Quantum Applications and Research Laboratory (QAR-Lab) at LMU since 2016. Numerous scientists are researching quantum computing and quantum-assisted artificial intelligence there. The QAR-Lab uses the quantum hardware from four major vendors to program quantum computing use cases for business.
Federal Research Minister Karliczek said that she and her ministry would like to use the research priorities and recommendations identified as a basis for developing a new and long-term “quantum systems” funding program. Many experts from the worlds of business and science have contributed to the entire process in various formats. The resulting research agenda, which is available to the specialist community, was delivered on March 23. It sets out the research priorities and challenges for a period of about ten years and identifies guidelines for business, science, and politics to act in concert.
IT expert Claudia Linnhoff-Popien is pleased to be involved in the process: “We conduct basic research and use this knowledge in practice as well. We support our partners in quantum computing and test the largest number of quantum computers in Europe in the QAR-Lab. That is how we know which quantum hardware is best suited to which challenges in a company. We calculate relevant cases on the machines and focus on optimization scenarios, such as for logistics or production processes.”

  • More on the research agenda can be found at www.quantentechnologien.de.
  • More about the quantum computing panel of experts’ roadmap can be found here.

QAR-Lab at the opening of the LRZ Quantum Integration Centre

QAR-Lab at the opening of the LRZ Quantum Integration Centre

QAR-Lab at the opening of the LRZ Quantum Integration Centre

“LMU Munich’s QAR-Lab is already dealing with practical use cases, especially in the field of optimization. We work on real quantum computers worldwide – we are currently cooperating with Rigetti, IBM, Fujitsu, and D-Wave and are pleased that we are already achieving real results here with respect to basic research. And for this knowledge – Which computer is the best? Which computer should be installed in Germany? How can we access these computers? – the LRZ is a very valuable partner for us.”


QAR-Lab in the theme issue “Quantum Computing” of DIGITALE WELT

QAR-Lab in the "Quantum Computing" issue of the DIGITAL WORLD

March 04, 2021 – The new issue of DIGITALE WELT is now available and includes selected expert contributions on the current topic focus Quantum Computing. On a technical level, QAR-Lab was able to support the editorial team in the creation of the issue. Here you can read the issue for free.

More info
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Munich Quantum Valley (MQV) kickoff event – QAR-Lab participates in the Bavarian network

Munich Quantum Valley (MQV) kickoff event – QAR-Lab participates in the Bavarian network

04.03.2021, Munich – The kickoff of the Munich Quantum Valley (MQV) initiative took place on March 4, 2021. The aim of the initiative is to make Bavaria and Germany a major hub for research and development in this important future field. Over the next ten years, the Munich Quantum Valley network intends to continue advancing the development of quantum science and technology. In addition to Ludwig-Maximilians-Universität München, the network founders include the Bavarian Academy of Sciences and Humanities, TUM, the Fraunhofer Society, and the Max Planck Society.

Due to the corona pandemic, the official kickoff took place virtually. The invited guests were political representatives, the presidents of the participating institutions, and industry representatives. The participants were present via video conferences and video messages.

The welcome address was given by Hubert Aiwanger (Bavarian State Minister of Economic Affairs, Regional Development, and Energy), Bernd Sibler (Bavarian State Minister of Science and Art), Bernd Huber (Ludwig-Maximilians-Universität München), Thomas Höllmann (Bavarian Academy of Sciences and Humanities), Thomas Hofmann (Technische Universität München), Reimund Neugebauer (Fraunhofer Society), and Martin Stratmann (Max Planck Society).

Prof. Dr. Claudia Linnhoff-Popien, one of the participants in the Munich Quantum Valley, explained in a video message that her Chair of Informatics at LMU already has access to four quantum computers, develops software and applications for the Munich Quantum Valley, and validates them with their numerous user companies.

The two-hour opening featured the presentation of various aspects of the Munich Quantum Valley: the 3-point plan, location and infrastructure, quantum hardware and software, as well as applications and technology transfer.

In addition to the founding members, other important Bavarian and national research institutions and universities with high levels of activity in the field of quantum science and technologies will be efficiently linked to the MQV and participate in its activities. Due to the strength of its founding institutions and the long-term institutional financing, the MQV intends to play a key role in a national and European quantum strategy.


Prof. Linnhoff-Popien gives talk at the QC Industry Group

Prof. Linnhoff-Popien gives talk at the QC Industry Group

"In Germany, a panel of experts from the worlds of research and industry joined forces to this end..."

Prof. Dr. Claudia Linnhoff-Popien gave a talk to the Quantum Computing Industry Group on January 27, 2021. The QC Industry Group is a group of Quantum Computing users and experts from industry. The group operates throughout Germany, Austria, and Switzerland, with a focus on southern Germany. It has been in existence since mid-2017, meets every six months, and has approximately 40 members (including Airbus, Bosch, SAP, T-Systems, BMW, Bayer, Boehringer, E.ON, Roche, Siemens, VW, Zeiss).

The group of experts was interested in the national quantum technologies roadmap and the panel of experts’ conclusions. As a member of the panel of experts, Prof. Linnhoff-Popien spoke about “Perspectives of Applications,” one of the four aspects of the roadmap that was delivered to Chancellor Angela Merkel in January. Prof. Linnhoff-Popien presented new findings in the field of quantum computing and spoke about LMU’s QAR-Lab and its application-oriented approach.


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QAR-Lab – Quantum Applications and Research Laboratory
Ludwig-Maximilians-Universität München
Oettingenstraße 67
80538 Munich
Phone: +49 89 2180-9153
E-mail: qar-lab@mobile.ifi.lmu.de

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