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Engineering Answers, Not Black Boxes

Days of Digital Technolgies, 07.08. October 2025 in Berlin

The BMWK invited to the Days of Digital Technologies in Berlin. PI attended to present the project Na, Logisch! for ML guided DoE in paint and coating applications.

AI in medium-sized businesses  1

Answers to Dr. Cremanns’ open questions from CADFEM’s Blueprint Format on the AI ​​megatrend:

Is AI suitable for SMEs?
What do use cases look like?
Do companies need experts?
When should you work with open source solutions?

AI is top priority  2

Answers to Dr. Cremanns’ open questions from CADFEM’s Blueprint Format on AI:

Is an AI strategy needed?
Is there a “general approach” for using AI in engineering?Which use cases are particularly suitable?
Where does AI reach its limits?

AI is top priority  3

Answers to Dr. Cremanns’ open questions from CADFEM’s Blueprint Format on AI in SMEs:

Are there tips & tricks for generating valid training data?Why is it important to start with a concrete use case?
What techniques are there for validating the results?

Multi-fidelity ML Modeling & Optimization
CADFEM meets Dr. Kevin Cremanns

Interview with Christoph Müller, Managing Director CADFEM International and Kevin Cremanns, Co-Founder of PI Probaligence GmbH on the topic of multi-fidelity modelling.

CADFEM Conference 2024

PI Probaligence GmbH on the CADFEM Conference in Darmstadt,. Dr. Cremanns showed 2 presentations and we had many fruitful meetings with leading engineering companies.

Dr. Christoph Müller and Prof. Dirk Roos at the CADFEM Conferernce 2024

Probabilistic intelligence – how artificial intelligence becomes more efficient and reliable  (Language: German)

high-accuracy engineering predictions – 
fast, reliable, and built for real-world complexity.

ask for a demo version

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