The talk will take place at 5504.01.442 (1st floor) but you can also join via MS Teams: https://teams.microsoft.com/meet/362801014530941?p=KQAuaduuUs6vSaJoWy Meeting ID: 362 801 014 530 941 Passcode: 9hb3Xi7E [weiterlesen]

Abstract:Inferring the mechanical properties of soft tissues from measured deformations is a fundamental challenge in elastography and, more broadly, in physics-model-based inverse problems. A critical but rarely examined assumption underlying all existing approaches, i.e. direct, indirect, and… [weiterlesen]

Abstract: Inverse problems and inverse design in multiphase media, i.e., recovering or engineering microstructures to achieve target macroscopic responses, require operating on discrete-valued material fields, rendering the problem non-differentiable and incompatible with gradient-based methods.… [weiterlesen]

More details here [weiterlesen]

More details here [weiterlesen]

Abstract:Heat conduction topology optimization plays an important role in the design of efficient thermal management structures in engineering fields such as electronic devices, automotive systems, and aerospace applications. Traditional model-driven topology optimization methods typically combine… [weiterlesen]

Abstract:Neural operators have emerged as a powerful framework for learning solution operators of parametric partial differential equations. Among these, MultiONet extends the DeepONet architecture by aggregating information across multiple network depths, improving predictive accuracy without… [weiterlesen]

Abstract:When it comes to developing a product, evaluating how long it can withstand a certain type of load is an essential aspect of the production process. The product must be very robust in order to ensure a reliable and safe experience for the end user. A common approach to analyzing the… [weiterlesen]

This Ph.D. project focuses on the data-driven modeling and optimization of structural foams usedin high-voltage battery systems for electric vehicles. As part of BMW’s passive safety and elec-trification strategy, the research aims to develop a multidisciplinary framework that combines… [weiterlesen]

Abstract:Heat transfer simulations are an essential tool in engineering. Traditionally, temperature distributions in a body are computed by solving the heat equation numerically with a fi-nite element method (FEM). However, when many simulations for different problem variants (e.g. for testing… [weiterlesen]