The proteins of SARS-CoV-2 play key roles in how the virus manages to evade immune defense and replicate itself in patients’ cells. An international research team – with significant contribution from the Technical University of Munich (TUM) – has now compiled the most detailed view of the virus' protein structures available to date. The analysis employing artificial intelligence methods has revealed surprising findings.
Artificial Intelligence (AI)
Whether in medicine, agriculture or the automotive industry: Artificial intelligence (AI) is a key technology that is already shaping our lives significantly. At TUM, we are investigating and developing intelligent systems, while keeping an eye on our responsibility for people and society at all times. Find out what's new in the fields of AI, robotics, machine learning and data science.
Using a new machine learning algorithm, a team at the Technical University of Munich (TUM) has succeeded in analyzing complex markets and their equilibrium strategies. Until now, such analyses were limited to very simple auction markets. The new numerical method opens up new possibilities for economic theory and new applications as in wireless spectrum auctions, among others.
A team at the Technical University of Munich (TUM) has designed and commissioned the production of a computer chip that implements post-quantum cryptography very efficiently. Such chips could provide protection against future hacker attacks using quantum computers. The researchers also incorporated hardware trojans in the chip in order to study methods for detecting this type of “malware from the chip factory”.
As temperatures rise, the risk of devastating forest fires is increasing. Researchers at the Technical University of Munich (TUM) are using artificial intelligence to estimate the long-term impact that an increased number of forest fires will have on forest ecosystems. Their simulations show how Yellowstone National Park in the USA could change by the end of the century.
Robotics and artificial intelligence (AI) are playing a vital role in driving technological change. But their design also harbors the potential to take on new tasks in the development of processes and products. A new exhibition in the New Collection section of the modern art museum Pinakothek der Moderne in Munich explores the origins, history, current developments and the future of robotics and AI in four chapters. Planned by Prof. Sami Haddadin and implemented with his team, the exhibition will open on July 16, 2021.
The Technical University of Munich (TUM) and the Technical University of Dresden (TUD) are creating a 6G research hub. The Federal Ministry for Education and Research (BMBF) is providing 70 million euros in funding for 6G-life, a joint project of the two Excellence Universities. 6G-life will develop technologies for the new wireless communications standard and make an important contribution to Germany’s digital sovereignty.
The start-up TWAICE has received the TUM Presidential Entrepreneurship Award in recognition of its research-based entrepreneurial success. The other finalists were Retorio and Capmo. The software products of the three TUM spin-outs facilitate powerful batteries, intelligent staff selection and efficient processes on construction sites.
The State of Bavaria is supporting the Technical University of Munich (TUM) and a consortium of industrial partners with a total of 15 million euros in their efforts to develop the first prototype of an artificial intelligence-based factory ("KI.FABRIK") in Bavaria by 2030. Multifunctional, highly sensitive robots will use Artificial Intelligence (AI) to co-work with humans both directly and over long distances.
The first German start-up worth ten billion dollars was launched at TUM: after crossing this threshold, Celonis is now the second most valuable start-up in Europe. The provider of software that helps companies analyze and improve their business processes was established by three students with the support of TUM.
How can artificial intelligence (AI) deliver lasting benefits in our everyday lives and the working world? How will intelligent robotics, as the bridge between AI and machines, revolutionize industry? And which technologies will prevail in the long term? These questions are addressed by munich_i, a brand-new robotics and AI platform of the Munich School of Robotics and Machine Intelligence (MSRM) of the Technical University of Munich (TUM), to be held as part of the online trade fair automatica sprint. The core element of munich_i is a Hightech-Summit on June 22, featuring prominent international guest speakers.