Jonas Nitzler - RankMe

14 papers Journal 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Black Box Variational Inference Scheme for Inverse Problems with Demanding Physics-Based Models. CoRR Gil Robalo Rei, Christoph P. Schmidt, Jonas Nitzler, Maximilian Dinkel, Wolfgang A. Wall
2025	J	`jnl`	Efficient Bayesian multi-fidelity inverse analysis for expensive and non-differentiable physics-based simulations in high stochastic dimensions. CoRR Jonas Nitzler, Bugrahan Z. Temür, Phaedon-Stelios Koutsourelakis, Wolfgang A. Wall
2025	J	`jnl`	Multi-Physics-Enhanced Bayesian Inverse Analysis: Information Gain from Additional Fields. CoRR Lea J. Haeusel, Jonas Nitzler, Lea J. Köglmeier, Wolfgang A. Wall
2025	J	`jnl`	QUEENS: An Open-Source Python Framework for Solver-Independent Analyses of Large-Scale Computational Models. CoRR Jonas Biehler, Jonas Nitzler, Sebastian Brandstaeter, Maximilian Dinkel, Volker Gravemeier, Lea J. Haeusel, Gil Robalo Rei, Harald Willmann, Barbara Wirthl, Wolfgang A. Wall
2024	J	`jnl`	Bayesian Windkessel calibration using optimized 0D surrogate models. CoRR Jakob Richter, Jonas Nitzler, Luca Pegolotti, Karthik Menon, Jonas Biehler, Wolfgang A. Wall, Daniele E. Schiavazzi, Alison L. Marsden, Martin R. Pfaller
2023	J	`jnl`	Solving Bayesian Inverse Problems With Expensive Likelihoods Using Constrained Gaussian Processes and Active Learning. CoRR Maximilian Dinkel, Carolin M. Geitner, Gil Robalo Rei, Jonas Nitzler, Wolfgang A. Wall
2023	J	`jnl`	Tumour growth: An approach to calibrate parameters of a multiphase porous media model based on Comput. Biol. Medicine 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
2022	J	`jnl`	Bayesian calibration of coupled computational mechanics models under uncertainty based on interface deformation. Adv. Model. Simul. Eng. Sci. Harald Willmann, Jonas Nitzler, Sebastian Brandstaeter, Wolfgang A. Wall
2022	J	`jnl`	Bayesian calibration of coupled computational mechanics models under uncertainty based on interface deformation. CoRR Harald Willmann, Jonas Nitzler, Sebastian Brandstaeter, Wolfgang A. Wall
2022	J	`jnl`	Global sensitivity analysis based on Gaussian-process metamodelling for complex biomechanical problems. CoRR Barbara Wirthl, Sebastian Brandstaeter, Jonas Nitzler, Bernhard A. Schrefler, Wolfgang A. Wall
2021	J	`jnl`	A Novel Physics-Based and Data-Supported Microstructure Model for Part-Scale Simulation of Ti-6Al-4V Selective Laser Melting. CoRR Jonas Nitzler, Christoph A. Meier, Kei W. Müller, Wolfgang A. Wall, Neil Eugene Hodge
2021	J	`jnl`	A novel physics-based and data-supported microstructure model for part-scale simulation of laser powder bed fusion of Ti-6Al-4V. Adv. Model. Simul. Eng. Sci. Jonas Nitzler, Christoph Meier, Kei W. Müller, Wolfgang A. Wall, Neil Eugene Hodge
2021	J	`jnl`	Physics-Based Modeling and Predictive Simulation of Powder Bed Fusion Additive Manufacturing Across Length Scales. CoRR Christoph Meier, 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, Wolfgang A. Wall
2020	J	`jnl`	A Generalized Probabilistic Learning Approach for Multi-Fidelity Uncertainty Propagation in Complex Physical Simulations. CoRR Jonas Nitzler, Jonas Biehler, Niklas Fehn, Phaedon-Stelios Koutsourelakis, Wolfgang A. Wall