Infrastructure

Hardware resources (computing and storage resources), software resources and generally available models and data are provided in the form of easily requested or directly bookable services. These can be used for research, development and technology in the fields of medicine and energy. The required data security is of course guaranteed.

Hardware

Computing Resources

GPU-based HPC system with current NVIDIA A100 and H100 GPUs for training and inference tasks respectively

Secure HPC Partition

Isolated partition for processing highly sensitive data (e.g. health data) on our systems, e.g. our GPU-based HPC system with current NVIDIA A100 and H100 GPUs.

Software

AI Chat

AI chat service similar to ChatGPT with several available models, including ChatGPT-4, and high data protection.

Secure Container Registry

Container Registry for the secure HPC partition, which is for instance comprised of GPU-based HPC systems with current NVIDIA A100 and H100 GPUs for training and inference tasks, respectively.

Protein structure prediction

Ready-to-use software stack and community support for protein structure prediction.

Models & Data

Secure data catalog

You want to index your sensitive data securely and centrally to build a data catalog? We offer you the possibility to store and query metadata encryptedly.

Data and Model Catalog

You want to publish data and models in accordance with the FAIR principles and make them reusable. We offer you a corresponding data and model catalogue.

AI prediction models in clinical medicine and health care

Demonstration of existing AI-based prediction models from clinical medicine and healthcare.

Consulting

Our consulting services provide entry-level advice for clients who are inexperienced in AI, advise on the infrastructure, data and models offered, and provide concrete assistance on a variety of relevant topics such as data preparation, benchmarking, automated machine learning, explainability of AI or project implementation.

Entry-level Consulting

Entry-level Consulting for Energy and Health Sectors

Entry-level consulting in the field of health and energy for clients without practical experience in data-driven solutions and business models

Entry-level Consulting for Other Sectors

Entry-level consulting for clients outside the health and energy sectors without practical experience on data-driven solutions and business models

Advanced-level Consulting

Initial Consultation for Neuromorphic Computing

Overview of the opportunities that modern neuromorphic hardware offers for AI models

Technical Benchmarking - Porting to Neuromorphic Systems

Development and evaluation of the implementation of AI models on modern neuromorphic hardware

Technical Benchmarking - Porting to Graphcore

Explore the potential of innovative Graphcore IPUs for your ML application.

Technical Benchmarking - Porting to FPGA

Trained models can be ported to FPGA-based systems to perform inference tasks in an energy-efficient way.

Consulting on data management in medical AI projects

Consulting on data management and data preparation for medical data analyses in AI projects.

Routine data, data protection requirements and ethics

We support you in formulating questions relevant to data protection and ethics when working with routine data from health insurance companies

Processing of routine data of health insurance companies

Would you like to learn how to prepare routine data from health insurance companies for an AI application?

Data handling for applications in the field of energy

We consult you on data management, data processing and data visualization

Data sovereignty and data management

Consulting on efficient data management with optional consideration of data sovereignty.

AI Models in Clinical Research

Development, visualisation, validation and evaluation of AI models in clinical research

Requirements and fields of application for software medical devices

Awareness of regulatory requirements that may be associated with the medical software product or DIGA being developed

Evaluation of medical AI products

We provide advice on identifying appropriate study designs that meet the existing regulatory requirements for demonstrating the efficacy of the medical AI product.

Product and process benchmarking of existing customer applications

Evaluation of an AI-based customer application in comparison to the current state of the art

Product Management

Advice on and planning of AI products in the healthcare and energy sectors

AI Models for applications in the field of energy

Consulting on the application of AI models for the energy sector and energy-related problems

Technical AI Consulting

Providing expert guidance and hands-on support for practical, efficient AI deployment across different technology stacks.

Development

We support users in pursuing their own development projects, and also develop products for customers ourselves. In this way, initial prototypes can be developed up to turnkey AI solutions for the customers’ requirements, which are either operated on the infrastructure of the service centre or by the users themselves.

Evaluation of AI concepts in the energy field

AI experts evaluate your ideas and concepts for AI applications, identify potential for improvement, and support you in their implementation

Support for AI projects in the field of energy

Support and assistance implementing your AI pilot project in the energy field.

Data Analysis & Data Science in the field of energy

Support in analyzing your data in the field of energy

Pattern Recognition

Unsupervised learning methods can be used to estimate the complexity of the data and represent them in a compact fashion.

Model selection service for Medicine

Support in choosing an appropriate model

Pattern Recognition

AutoML can handle many design decisions for AI applications, making the development process more efficient.

Training

We qualify you in all aspects of AI. You can choose from an extensive selection of training courses that have been developed to match the services offered in KISSKI. The partners of the KISSKI consortium also open relevant areas of their own training programmes to KISSKI users. In addition, e-learning materials are available for download.

Training courses explicitly designed for KISSKI

(Currently, no courses are scheduled.)

External courses offered by the KISSKI consortium partners

Thematically appropriate courses from the training courses offered by the institutions participating in the KISSKI consortium. Some of the courses are subject to a fee. In order to register for the GWDG’s course program free of charge, you need an AcademicId, which you can easily create.

Your service is not yet included?

Please contact us via the contact form or use our entry-level consultation.