Talks

Overview of lectures, keynotes, panel discussions and more

Find out where our scientists presented their research topics and perspectives on current developments in Machine Learning and Artificial Intelligence. The compilation includes talks and keynotes at conferences or events as well as participations in panel discussions.

November 22, 2021

Reusable Surrogate Models For Flowsheet Optimization

by Martin Bubel and Michael Bortz at the "Prozess-, Apparate- und Anlagentechnik (PAAT)"

 

November 18, 2021

5HT-Online Seminar: Machine Learning Assisted Optimization –Decision Support for Formulation Design

by Michael Bortz at the "5 HT Digital Hub"

 

June 18, 2021

Quantum AI and Quantum Machine Learning

by Prof. Dr. Christian Bauckhage at the "European Academy of Arts and Sciences"

 

June 14, 2021

Towards the Detection and Visual Analysis of COVID-19 Infection Clusters

by Dario Antweiler at the "EuroVA 2021 as part of EuroVis 2021"

 

April 23, 2021

Fraunhofer’s Focus on AI as a Strategic Research Field

by Prof. Dr. Christian Bauckhage at "Artificial Intelligence in European Research and Innovation Projects"

December 16, 2020

Quantum Computing for ML and AI

by Prof. Dr. Christian Bauckhage at "Online Dialog NRW and Hauts-de-France"

 

December 12, 2020

Temporal Graph Analysis for Outbreak Pattern Detection in COVID-19 Contact Tracing Networks

by Dario Antweiler at the "NeurIPS 2020 MLPH Workshop"

 

November 26, 2020

Quantum Machine Learning

Keynote by Prof. Dr. Christian Bauckhage at the "Fraunhofer Big Data and Artificial Intelligence Alliance"

 

October 30, 2020

Quantum Computing for AI and ML

by Prof. Dr. Christian Bauckhage at "Bitkom e.V."

 

October 26, 2020

Künstliche Intelligenz und Arbeitswelt

Keynote by Prof. Dr. Christian Bauckhage at "Deutsche Telekom"

 

September 3, 2020

Will Quantum Computing Disrupt ML / AI?

Lecture by Prof. Dr. Christian Bauckhage at "PwC, Digital Business University"

 

September 3, 2020

KI und Berufsbilder

Lecture by Prof. Dr. Christian Bauckhage at the "Friedrich Naumann Stiftung"

 

July 6, 2020

Registration and Fusion of Multiple Sensors for the 3D Reconstruction of the Environment with Classical and Deep Learning Methods

Tutorial by Nina Heide at "Fusion 2020"

 

March 6, 2020

Möglichkeiten und Herausforderungen für die Arbeitswelt

Contribution to the panel discussion by Prof. Dr. Christian Bauckhage at "bpb DIGI Konferenz"

 

March 4, 2020

AI in Process Engineering

by PD Dr. Michael Bortz, seminar on "Pharma 4.0 - Digitalisierung in der Pharmaindustrie" at Arbeitsgemeinschaft für Pharmazeutische Verfahrenstechnik e.V.

 

February 20, 2020

Machine Learning – where are we at and how we go on

Keynote by Prof. Dr. Christian Bauckhage at the "International Conference on Big data and machine learning (ML) in geosciences"

 

January 29, 2020

Explainable AI?

Keynote by Prof. Dr. Christian Bauckhage at "LEARNTEC 2020" in Karlsruhe

 

January 23, 2020

Quantum computing for AI and ML

by Prof. Dr. Christian Bauckhage at the "Fraunhofer Industrieworkshop Quantentechnologie"

 

January 22, 2020

AI Crash Course

AI Workshop by Dr. Mats Jirstrand at the "Chalmers Energy Area of Advance"

December 5, 2019

AI and Machine Learning Applications

by Dr. Mats Jirstrand at the Fraunhofer-Chalmers Centre

 

November 20, 2019

Smart Assembly 4.0

by Dr. Mats Jirstrand at the Fraunhofer-Chalmers Centre

 

October 24, 2019

Optimizing Spunbond Nonwovens for Filter Media Production Using a Novel Approach of Machine Learning and Fiber/Fluid Simulations

by Prof. Dr. Simone Gramsch, Dr. Alex Sarishvili and Dr. Andre Schmeißer at "FILTECH"

 

October 23, 2019

Maschinelles Lernen in der Sichtprüfung

by Dr. Robin Gruna at the "Fraunhofer-Entwicklungszentrum Röntgentechnik EZRT"

 

October 10, 2019

KI – Vision und Realität

by PD Dr. Michael Bortz at the "PEG Fachtagung"

 

September 27, 2019

A Designer's Perspective on Artificial Intelligence

by Henrik Mucha at "AI and Space" by Hochschule Ostwestfahlen-Lippe

 

September 25, 2019

Multicriteria Optimization in Process Design Supported by Machine Learning Methods

by PD Dr. Michael Bortz at the "American Institute for Chemical Engineering (AIChE) Conference Europe"

 

September 17, 2019

On Chow-Liu Forest Based Regularization of Deep Belief Networks

by Dr. Alexander Sarishvili at the "28th International Conference on Artificial Neuronal Networks and Machine Learning ICANN 2019"

 

September 12, 2019

Hybrid Informed Machine Learning for Production Processes of Nonwovens

by Prof. Dr. Simone Gramsch, Dr. Alex Sarishvili and Dr. Andre Schmeißer at the "Dornbirn Global Fiber Congress"

 

September 8, 2019

Partizipation und Künstliche Intelligenz

by Henrik Mucha at "Mensch und Computer 2019"

 

September 4, 2019

Big Data auf Rezept – Schutz und Nutzen von Gesundheitsdaten

by PD Dr. Michael Bortz at the "Zukunftskongress Gesundheit diGital"

 

 

August 23, 2019

Adaptive Strategies to Explore Pareto Frontiers in Chemical Process Engineering

Max Planck seminar by PD Dr. Michael Bortz at the "MPI für Dynamik komplexer Systeme"

 

June 25, 2019

Auf- und Ausbau von Data Science Teams

by Daniel Schulz at the "Laser World of Photonik München"

 

June 23, 2019

Hybrid machine learning for the production of extrusion nonwovens

by Prof. Dr. Simone Gramsch at the "ITMA 2019"

 

June 20, 2019

ML-Assisted Virtual Product Development

by Dr. Rodrigo Iza-Teran at the "Artificial Intelligence for Smart Vehicle Development"

 

June 17, 2019

Machine Learning – Where Are We At? Where Are We Headed?

Keynote by Prof. Dr. Christian Bauckhage at "ISC 2019"

 

June 7, 2019

Künstliche Intelligenz

by Prof. Dr. Christian Bauckhage at "Frankenstein Festival"

 

May 31, 2019

Cognitive Modelling for Adaptive Training for Military Image Interpretation

by Alexander Strecher at "EDA CapTech Simulation uín Brussels"

 

May 9, 2019

Advancing Modeling, Simulation, Optimization in Process Engineering by Integrating Expert Knowledge and AI Keynote

by PD Dr. Michael Bortz at the workshop „KI in der Prozessindustrie“

 

May 9, 2019

Erklärbares Maschinelles Lernen in den Naturwissenschaften

by Prof. Dr. Jochen Garcke at "TechQuartier"

 

May 7, 2019

Will AI Disrupt Finance?

by Prof. Dr. Christian Bauckhage at "Deutsche Telekom"

 

April 17, 2019

Virtual Product Development assisted by Machine Learning

by Prof. Dr. Jochen Garcke at the "Automotive CAE Grand Challenge"

 

April 10, 2019

Fachgespräch Energieforschung "Gas 2050"

by Prof. Dr. Jochen Garcke at the Bundesministerum für Wirtschaft und Energie (BMWi)

 

April 8, 2019

Can Knowledge Inform Machine Learning?

by Prof. Dr. Christian Bauckhage at the "DFG Traceability Meeting"

 

April 7, 2019

Künstliche Intelligenz – Schlüsseltechnologie des 21. Jahrhunderts

by Prof. Dr. Christian Bauckhage at the "VHS Essen"

 

April 1, 2019

Eye-Tracking for User Attention Evaluation in Adaptive Serious Games

by Alexander Streicher at "EC-TEL"

 

March 18, 2019

Deep Learning

by Dr. Daniel Paurat at the online conference "18 Adult Education Centers"

 

March 13, 2019

Machine Learning 4 Production

by Dr. Christian Kühnert at the "IHK - Arbeitskreis Industrie 4.0"

 

January 21, 2019

NRW – Leitregion für Künstliche Intelligenz?

contribution to the panel discussion by Prof. Dr. Christian Bauckhage at the "Friedrich Naumann Stiftung"

December 12, 2018

How to Use Symmetries in Data and/or Model for Machine Learning

by Prof. Dr. Jochen Garcke and Dr. Philipp Hähnel at the "Institute for Pure and Applied Mathematics UCLA"

 

December 11, 2018

Maschinelles Lernen und Künstliche Intelligenz für die Produktion – Abgrenzung zwischen zwei Forschungsgebieten

by Prof. Dr. Oliver Niggemann at the VDI conference "Machine Learning in der Produktion"

 

December 10, 2018

Interpretability of Machine Learning Methods

by Prof. Dr. Jochen Garcke at the "Institute for Pure and Applied Mathematics UCLA"

 

December 5, 2018

Künstliche Intelligenz und Ethik: Alles gut, oder was?

Contribution to the panel discussion by Prof. Dr. Christian Bauckhage at the "Deutsche Telekom"

 

November 29, 2018

Introducing AI for SDMs

by Dr. Rodrigo Iza-Teran at "NAFEMS Simulation Process and Data Management"

 

November 23, 2018

AI and Fraunhofer-Chalmers Centre

Workshop by Dr. Mats Jirstrand at "Chalmers AI Discussion"

 

November 23, 2018

Aktuelle Entwicklungen in der KI

by Prof. Dr. Christian Bauckhage  at the PwC Event "KI im Finanz- und Rechnungswesen"

 

November 23, 2018

Question Answering und Dialogsysteme

by Prof. Dr. Jens Lehmann at the PwC Event "KI im Finanz- und Rechnungswesen"

 

November 22, 2018

Informed Machine Learning

by Prof. Dr. Christian Bauckhage at Fraunhofer CCIT Day

 

November 20, 2018

Einführung in Maschinelles Lernen in der Verfahrenstechnik

Seminar by Prof. Dr. Simone Gramsch and Dr. Andre Schmeißer at the "Kompetenznetz Verfahrenstechnik Pro3" in Kaiserslautern

 

November 12, 2018

Enhancing the Efficiency of Flowsheet Simulation by Surrogate Models

by PD Dr. Michael Bortz at the "PAAT-Jahrestreffen 2018"

 

November 8, 2018

Maschinelles Lernen in der Textilindustrie

by Prof. Dr. Simone Gramsch at "Hofer Vliesstofftage"