talks
A list of selected keynotes, presentations, talks, lectures, and webinars since 2020 [Last updated March 26].
2026
- PodcastAI-powered simulation: a new era for industrial engineeringSiemens Podcast: IM and AI podcast (episode 8 and 9), Feb 2026
- KeynoteMultiscale Computing: A Unique Opportunity for Digital Twins?SIAM Conference on Parallel Processing for Scientific Computing (PP26), Mar 2026
2025
- Guest Lecture
- Webinar
- Conference
- ConferenceNonlinear Real-Time Battery Digital Twins - Efficient and Explainable Surrogate ModelingNAFEMS World Congress 2025, May 2025
- Panel
- Panel
- Guest LectureDigital Twin - Integrating Digital and Physical WorldsGemba Executive Teaching: Leading Intelligent Engineering VR in Industry, Jun 2025
- ConferenceAI in Computer Aided Engineering – Beyond the HypeRelize Live - Aimcenter AI Track, Jul 2025
- Keynote
- PanelChallenges and Opportunities in Reduced Order and Surrogate Modeling for Digital TwinsReduced Order and Surrogate Modeling for Digital Twins - Institut for Mathematical and Statistical Innovation, Nov 2025
- WorkshopScalable Reduced Order Modelling For Digital Twins – Hype or RealityReduced Order and Surrogate Modeling for Digital Twins - Institut for Mathematical and Statistical Innovation, Nov 2025
- PanelHow far does GenAI take us in Design of products?AI STAR 2025 @ ESA (European Space Agency), Dec 2025
- Keynote
- PosterHybridized Data Driven Flux-Conservative Solvers: Towards Foundation Models for PDE-SolvingEurIPS 2025 - Workshop Differentiable Systems and Scientific Machine Learning, Dec 2025
- PosterHybrid solver with local correction using Lagrangian latent memoryEurIPS 2025 - Workshop Differentiable Systems and Scientific Machine Learning, Dec 2025
- PanelSystem approaches in SciML — key to real-world impact or intractable complexity?EurIPS 2025 - Workshop Differentiable Systems and Scientific Machine Learning, Dec 2025
2024
- Guest Lecture
- Invited TalkThe Future of Industrial SimulationTU Munich, SIAM Student Chapter, Jan 2024
- Invited TalkScientific Machine Learning - Opportunities and Challenges from an Industrial PerspectiveUniversity of Cambridge - Department of Engineering, Feb 2024
- Guest LectureIndustrial Scientific Machine LearningInternational Conference on Computational Science Summer School, Feb 2024
- WorkshopBoosting Decision Making by integrating Simulation and Machine Learning technologiesAccelerating Decades of Engineering Discipline, May 2024
- Guest LectureDigital Twins - Integrating the digital & real worldUniversity of Oxford: Lecture Enhancing Model-Based Design with AR, VR and MR, Jun 2024
- OrganizerMinisymposium: Scientific Machine Learning - A catalyst for algorithmic performance in industrial computer aided engineeringECCOMAS 2024, Jun 2024
- WorkshopMaking the Digital Twin real Mathematical and Algorithmic perspectivesAIAA Workshop - Gaps in the Digital Thread and Digital Twin Integration, Jul 2024
- KeynoteZero Prototyping - How AI is already changing the innovation process3M InnovAction Leadership Summit, Sep 2024
- Guest LectureDigital Twin - Integrating Digital and Physical WorldsGemba Executive Teaching: Leading Intelligent Engineering VR in Industry, Oct 2024
- OrganizerWorkshop: Advancing Scientific Machine LearningTU Munich, Institute of Advanced Study, Oct 2024
- Career Event
- WorkshopMachine Learning in Design and Engineering - Challenges & OpportunitiesSiemens RIE Aachen Arc Conference, Oct 2024
- KeynoteDigital Twins Reimagined - The Impact of AI and ML on SimulationDutch Computational Science Day 2024, Nov 2024
- Career Event
2023
- ConferenceMathematics to Transform the Everyday – Applied Mathematics in IndustrySIAM Conference on Computational Science and Engineering (CSE23), Feb 2023
- OrganizerSIAM Conference: Computational Science and Engineering 2023 (Co-chair)SIAM CSE 23, Feb 2023
- Guest LectureDigital Twin - Integrating Digital and Physical WorldsGemba Executive Teaching: Leading Intelligent Engineering VR in Industry, Mar 2023
- KeynoteExecutable Digital Twins - Integrating the digital and real worldECMI 2023 - European Consortium for Mathematics in Industry, Jun 2023
- KeynoteExecutable Digital Twins - Integrating the digital and real worldGACM 2023 - German Association for Computational Mechanics, Sep 2023
- Invited TalkDigital Twin - Harnessing MOR to integrate the digital & real worldSFB/TRR 339: Digitaler Zwilling Strasse, Oct 2023
- Guest LectureDigital Twins - Integrating the digital & real worldUniversity of Oxford: Lecture Enhancing Model-Based Design with AR, VR and MR, Oct 2023
- Guest Lecture
- Guest LectureScientific Machine Learning in the Context of the Digital Twin - An Industrial Poit of ViewCWI Program on Scientific Machine Learning, Dec 2023
2022
- Guest LectureEnergy++ — An Intuitive System for Improving Building EfficiencyTU Munich: BGCE Project Course, Dec 2022
- Keynote
- Invited TalkDigital, Precise, Flexible - Simulation-based innovations enabled by innovation in SimulationVPP Exchange - German IP Community Event, Jul 2022
- WorkshopAI-powered Product DesignSiemens AI with Purpose Summit 2022, Jul 2022
- Guest LectureDigital Twin - Integrating Digital and Physical WorldsGemba Executive Teaching: Leading Intelligent Engineering VR in Industry, Nov 2022
- Invited TalkDigital Twin - Integrating Digital and Physical WorldAtlas Copco Group Executive Seminar, Oct 2022
- Guest Lecture
2021
- ConferencePrecise, Digital, Flexible - Precision Robotic Milling with NX CAM and SINUMERIK Run MyRobot /Direct ControlSiemens Customer Conference RealizeLIVE 2021, Apr 2021
- Invited TalkReal Time Performance Digital TwinsApplied Materials - Digital Twin Seminar (Internal), Apr 2021
- KeynoteHybrid Digital Twin - Simulation meets MLGerman-French Academy for the Industry of the Future (GFA), Jun 2021
- KeynoteAI Ockham - How to economically build predictive engineering models?IACM conference on Mechanicstic MAchine Learnign and Digital Twins for Computational Science and Engineering, Sep 2021
- Invited TalkDigital Twins - The golden age of computational science and engineering in industryAnnual Retreat of HGS MathComp, Sep 2021
- WorkshopThe role of Scientific ML for Digital Twins in industrial applicationsLorentz Center - Computational Mathematics and Machine Learning, Nov 2021
- Invited TalkDigital Twins - A key technology for the Industrial Internet of ThingsAMD Tech Talk Series, Dec 2021
2020
- Invited TalkExecutable Digital Twins - Neue Paradigmen für den Betrieb komplexer SystemeVDE Tec Summit 2020, Feb 2020
- Invited TalkComputer Aided Innovation - Siemens Corporate TechnologyRWTH Business School (Prof. Frank Piller), May 2020
- Invited TalkMass Customization and Industry 4.0 - Mathematical challenges for real-time manufacturing process simulationECMI Webinar “Math for Industry 4.0 – Models, Methods and Big Data”, Dec 2020
2019
- Keynote
- KeynoteMathematics a key enabler for Digital TwinsIndustry Day at ICIAM 2019 - International Congress on Industrial and Applied Mathematics, Jul 2019
2018
- Guest LectureMachine Learning and Simulation for Grid OptimizationTU Munich: BGCE Project Course, Oct 2018
- OrganizerWorkshop: Merging Machine Learning and SimulationInstitute of Mathematics and its Applications (IMA), University of Minnesota, Jan 2018
2017
- ConferenceDisrupting Computer Aided Engineering - Key Building Blocks of Accurate Interactive Engineering SimulationsNVIDIA GTC Europe 2017, Oct 2017