Past Event:

RWTH Aachen University IRTG Annual Meeting

Various Speakers, RWTH Aachen University, Oden Institute

Abstract

Schedule:

9:15 - 11:45 - Short Course: Learning to Accept Stabilized Finite Elements (Part 1), Moving Boundary Flow Simulation (Part 2) - Prof. Marek Behr, Host - Anna Ranno

11:45 - 12:30 - Keynote Talk: Developlment of an Inverse Framework for Optimal Microstructure Based on Mechanical Properties in Structural Materials by Combining Computational Mechanics and Machine Learning - Prof. Mayu Muramatsu, Host - Stefanie Elgeti

13:15 - 13:35 - An Efficient Computational Model for Strain-Based Hemolysis Prediction - Nico Dirkes (PIs: Marek Behr, Leszek Demkowicz)

13:35 - 13:55 - Multiphysics Model of Coronary Arteries with In-Stent Restenosis - Anna Ranno (PI: Marek Behr)

13:55 - 14:15 - Nonlinear Elasticity with DPG - Various Variational Formulations - Jonathan Zhang (PI: Leszek Demkowicz)

14:15 - 14:35 - Partially Observed Stochastic Optimal Control - Saifeddine Ben Naamia (PIs: Raul Tempone, Omar Ghattas)

14:35 - 14:55 - Parameter Specification in Spiking Neural Networks Using Simulation-Based Inference - Daniel Todt (PI: Abigail Morrison)

15:30 - 15:50 - Bayesian Uncertainty Quantification Workflow for Geophysical Free-Surface Flow - Mithlesh V. Kumar (PIs: Julia Kowalski, Clint Dawson)

15:50 - 16:10 - Robust Predictions in Shallow Flow Simulations: High-Dimensional Uncertainty Propagation using Automatic Differentiation - Alan Correa (PI: Julia Kowalski)

16:10 - 16:30 - Data-Consistent Assimilation - Rylan Spence (PI: Clint Dawson)

16:30 - 16:50 - From Point to Storm: Data-Driven Global Peak Surge Prediction - Max Zhao (PI: Clint Dawson)