A Generalized Probabilistic Learning Approach for Multi-Fidelity Uncertainty Propagation in Complex Physical Simulations. - Jonas Nitzler; Jonas Biehler; Niklas Fehn; Phaedon-Stelios Koutsourelakis; Wolfgang A. Wall (CoRR, 2020)

A novel physics-based and data-supported microstructure model for part-scale simulation of laser powder bed fusion of Ti-6Al-4V. - Jonas Nitzler; Christoph Meier 001; Kei W. Müller; Wolfgang A. Wall; Neil Eugene Hodge (Adv. Model. Simul. Eng. Sci., 2021)

A Novel Physics-Based and Data-Supported Microstructure Model for Part-Scale Simulation of Ti-6Al-4V Selective Laser Melting. - Jonas Nitzler; Christoph A. Meier; Kei W. Müller; Wolfgang A. Wall; Neil Eugene Hodge (CoRR, 2021)

Physics-Based Modeling and Predictive Simulation of Powder Bed Fusion Additive Manufacturing Across Length Scales. - Christoph Meier 001; Sebastian L. Fuchs; Nils Much; Jonas Nitzler; Ryan W. Penny; Patrick M. Praegla; Sebastian D. Pröll; Yushen Sun; Reimar Weissbach; Magdalena Schreter; Neil Eugene Hodge; A. John Hart; et al. (CoRR, 2021)

Bayesian calibration of coupled computational mechanics models under uncertainty based on interface deformation. - Harald Willmann; Jonas Nitzler; Sebastian Brandstaeter; Wolfgang A. Wall (Adv. Model. Simul. Eng. Sci., 2022)

Global sensitivity analysis based on Gaussian-process metamodelling for complex biomechanical problems. - Barbara Wirthl; Sebastian Brandstaeter; Jonas Nitzler; Bernhard A. Schrefler; Wolfgang A. Wall (CoRR, 2022)

Solving Bayesian Inverse Problems With Expensive Likelihoods Using Constrained Gaussian Processes and Active Learning. - Maximilian Dinkel; Carolin M. Geitner; Gil Robalo Rei; Jonas Nitzler; Wolfgang A. Wall (CoRR, 2023)

Tumour growth: An approach to calibrate parameters of a multiphase porous media model based on in vitro observations of Neuroblastoma spheroid growth in a hydrogel microenvironment. - Silvia Hervas-Raluy; Barbara Wirthl; Pedro E. Guerrero; Gil Robalo Rei; Jonas Nitzler; Esther Coronado; Jaime Font de Mora Sainz; Bernhard A. Schrefler; María José Gómez-Benito; José Manuel García-Aznar; Wolfgang A. Wall (Comput. Biol. Medicine, 2023)

Bayesian Windkessel calibration using optimized 0D surrogate models. - Jakob Richter; Jonas Nitzler; Luca Pegolotti; Karthik Menon; Jonas Biehler; Wolfgang A. Wall; Daniele E. Schiavazzi; Alison L. Marsden; Martin R. Pfaller (CoRR, 2024)

Efficient Bayesian multi-fidelity inverse analysis for expensive and non-differentiable physics-based simulations in high stochastic dimensions. - Jonas Nitzler; Bugrahan Z. Temür; Phaedon-Stelios Koutsourelakis; Wolfgang A. Wall (CoRR, 2025)