Research at Merantix Labs

We bring our in-depth machine learning expertise to multiple research projects spanning various industries and challenges

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Merantix Labs engages in various publicly funded research projects in order to apply the most modern technologies to real life problems.

We believe there is high value in participating in research consortia. For us, it is a chance to work with partners from academia and industry, enhance our knowledge and expand our network. To these partnerships, we bring our machine learning expertise and apply it to known and new areas, tackle new challenges, and create setups allowing for exploration and novel approaches.

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Our Research Topics

We tackle topics spanning various
data and modelling challenges

We are experts in machine learning with a specific focus on deep learning.
Our expertise allows us to focus on the common challenges that come up when applying machine
learning to real-world problems. These challenges span both data and modelling topics.
How We Collaborate

We are experienced in designing and managing publicly funded research projects

We mostly participate in research projects backed by German and European agencies but are open to different settings too.
We are industry agnostic. So far we have engaged in research projects in the automotive, manufacturing, healthcare, logistics, and media sectors.
We operate in various consortial setups, from 1-on-1 partnerships to large consortia with a lighthouse character.
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Our Research Projects

We are currently taking part in several
prestigious research projects

Security for Autonomous Systems

SECREDAS

The project's goal is to build a reference architecture for Secure and Safe Automated systems .

Merantix Labs is developing robust image segmentation algorithms.
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Safe AI for Automated Driving

KI Absicherung

The project's goal is to make the safety of AI-based function modules for highly automated driving verifiable.

Merantix Labs is developing a testing framework and providing active learning algorithms.
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Computer Aided Manufacturing

CAM2030

The project aims at developing an innovative solution to help facilitate process planning.

Merantix Labs is developing AI technologies to detect correlations within the complex solutions spaces of computer-aided process planning.
More details coming soon
Resilient Supply Chains

ResKriVer

ResKriVer aims to develop and implement a platform for collecting, generating and communicating crisis-relevant information.

Merantix Labs develops AI solutions that will not only allow to predict the impact of bottlenecks in supply chains but also to derive measures to mitigate disruptions.
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Topology Optimization of Electrical Drives

KITE

The project aims at developing highly efficient motor topologies for electric drive machines based on AI models that map the solution space of possible topologies and suggest new, highly efficient topologies.

Merantix Labs is responsible for the development of active learning methods, which help to significantly expand the training database.
More details coming soon
Deep Fake Detection

news-polygraph

​​The project aims at developing a platform for the multimodal detection of disinformation to support journalists and media professionals.

Merantix Labs is involved in the conception of a pre-competitive research and development project.
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Partner network & Ecosystem
Contact Us

Do you want to partner up?

Do you have interesting research projects in mind?
Are you looking for partners to form a consortium?
Are you looking for a partner with in-depth machine learning knowledge?

Get in touch with us, we'll be happy to talk!

Sebastian Gerres
Research Projects Manager
sebastian@merantix.com
Merantix Labs is your external machine learning department. We are a team of artificial intelligence specialists, who ideate and develop innovative AI solutions for your company.
Contact
labs@merantix.com
Merantix Labs GmbH
Max-Urich-Straße 3
13355
Berlin
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