Seminars in Engineering Risk Analysis & Probabilistic Modeling
The seminars are open to all members of TUM and the interested public.
Unless otherwise indicated, seminars are held on Wednesday from 13.30 to 14.30.
Seminars take place in room N3620, building N6 (https://portal.mytum.de/displayRoomMap?@0106). The seminars are held in a hybrid format and are streamed via zoom. Please contact Jakob Scheffels for an invitation to the zoom meetings.
A list of past seminars can be found here.
Upcoming Seminars
| Nov. 20, 204 | Felicien Robert-Vassy (TUM) | Exposure and vulnerability of offshore windfarms to Typhoons |
| October 30, 2024 | Prof. Xinyu Jia (TUM) | Hierarchical Bayesian modeling framework: Theory and applications |
| October 23, 2024 | Jakub Scheffels (TUM) | Model Order Reduction for Linear Bayesian Inverse Problems |
| October 16, 2024 | Dr. Dongkyu Lee (TUM) | Efficient seismic reliability and fragility analysis of lifeline networks using subset simulation |
| Junbo Leng (TUM) | Extending Foundation Model Lag-Llama for Multivariate Time Series Forecasting: A Case Study with C-MAPSS Datasets | |
| October 2, 2024 | Saad Qadir (TUM) | Probabilistic Modeling and Inferring for Offers to Quotations |
| Sichen Zhou (TUM) | Kinematic Vehicle Modeling for Functional Safety Development according to ISO 26262 | |
| Jitendra Tiwari (TUM) | Transformer-based Predictive Maintenance of Degrading Turbofan Engines | |
| July 30, 2024 | Prof. Jianbing Chen (Tongji University) | Nonlinear analysis and reliability-based optimization of concrete structures |
| July 30, 2024 | Dr. Meng-Ze Lyu (Tongji University) | Dimension-Reduced Probability Density Evolution Equations for Uncertainty Propagation, Reliability Analysis, and Engineering Practices |
| July 24, 2024 | Orestis Zinas (BAM) | Spatial modeling of heterogeneous geotechnical site investigation data using multivariate Gaussian process |
| July 3, 2024 | Ruheng Wang | State-space Kriging model for emulating dynamical systems |
| June 25, 2024 | Wesam Mohammad Ankir (TUM) | Variational Bayesian Monte Carlo for reliability updating |
| June 12, 2024 | Jonal Latz (University of Manchester) | Data subsampling in MCMC |
| May 22, 2024 | Haritha Scaria (TUM) | Dike Failure Probabilities and Breach Characteristics: Assessing Overtopping, Piping, and Micro-instability along the Bavarian Danube |
May 15, 2024 (from 10:30) | Carmen Buliga (ERA) Daniel Hettegger (ERA) Daniel Koutas (ERA) | EMI/PMC 2024 Conference Presentations |
| May 8, 2024 | Erik Haider (TUM) | Prototypical Implementation of a Safety Concept for a Steer-by-Wire-System based on BMW Series Components |
| April 24, 2024 | Felicien Robert-Vassy (TUM) | Uncertainty Quantification in Damage Ratio assessment for Natural Catastrophes |
| April 10, 2024 | Nicolás Villegas (TUM) | Probabilistic damage assessment of water network under seismic hazard in Lima and Callao, Peru |
| Maya Tohmaz (TUM) | Probabilistic seismic risk analysis for residential buildings in Lima and Callao, Peru | |
| April 3, 2024 | Lisa Roßgoderer (TUM) | Graph-based Multi-Agent Deep Reinforcement Learning for Cost-efficient Predictive Maintenance in Infrastructure Systems |
| March 20, 2024 | Yelu Zhou (Tongji University) | Physics and information dual-driven analysis of the structural behaviour of the sheild tunnel |
| March 13, 2024 | Barbara Rösch (TUM) | Investigation of Natural Hazards in an Alpine Catchment and their Importance for the Risk Analysis in Tourist Destinations - on the Basis of the Partnachklamm, Garmisch-Partenkirchen |
| Fan Wang (TUM) | Failure analysis of linear dynamic systems with rational surrogate models | |
| March 6, 2024 | Kai Cheng (TUM) | Sequential directional importance sampling for structural reliability analysis |
| February 21, 2024 | Philipp Strupp (TUM) | Developing Optimal Automotive Clamping Concepts with Discrete Variable Optimization |
| February 20, 2024 | Iason Papaioannou (TUM) | Global reliability sensitivity analysis of systems with multiple failure modes |
| February 8, 2024 | Daniel Koutas (ERA) | Convexity-enforced Deep Reinforcement Learning for tackling POMDPs |
| January 17, 2024 | Paula-Sophie Becklas (TUM) | GIS-based flood modelling for estimating damage applied to the Bavarian Danube |
| January 17, 2024 | Sebastian Schiele (TUM) | Synthetic generation of flood scenarios for the Bavarian Danube catchement |
| January 10, 2024 | Prof. Lori Graham-Brady (Johns Hopkins University) | Data-driven ML- and UQ-enhanced approaches for materials design and analysis: part 2 |
| December 20 | Prof. Elizabeth Qian (GeorgiaTech) | Balanced truncation for Bayesian inference |
| November 29 | Ajdin Tatarevic (TUM) | Efficient estimation of reliability of uncertain linear structural systems under random dynamic loading |
| November 22 | Daniel Hettegger (TUM) | A First Look at Model Based Reinforcement Learning for Infrastructure Maintenance |
November 8 (ab 14:00) | Philipp Strupp (TUM)
Erik Haider (TUM) | Objectification of Clamping and Fixing Concepts for Automotive Manufacturing
Development of a Safety Concept for the Use of BMW Series Components for a Steer-by-Wire and Brake-by-Wire Solution in Research Prototypes |
| October 25 | Moritz Effenberger (Universität Stuttgart) | Bayesian inference of grouted anchors |
| October 18 | Prof. Lori Graham-Brady (Johns Hopkins University) | Data-driven ML- and UQ-enhanced approaches for materials design and analysis |