Publications

Florian Bechler. Simulation Results from the Descriptive Graph-based Model of two Example Driving Scenarios. 2024. [PUMA: darus ubs_20019 ubs_30165 unibibliografie]

Tobias Breiten, Dorothea Hinsen, and Benjamin Unger. Towards a modeling class for port-Hamiltonian systems with time-delay. 2022. [PUMA: sent ubs_10021 ubs_20019 ubs_30165 unibibliografie]

Daniel Frank, Decky Aspandi Latif, Michael Muehlebach, Benjamin Unger, and Steffen Staab. Robust Recurrent Neural Network to Identify Ship Motion in Open Water with Performance Guarantees : Technical Report. 2022. [PUMA: mult sent ubs_10005 ubs_10021 ubs_20008 ubs_20019 ubs_30082 ubs_30165 ubs_40488 unibibliografie]

Manuel Alvarez Chaves, Hoshin Gupta, Uwe Ehret, and Anneli Guthke. Replication Data for: On the Accurate Estimation of Information-Theoretic Quantities from Multi-Dimensional Sample Data. 2024. [PUMA: darus ubs_10021 ubs_20019 ubs_30165 unibibliografie]

Philipp Luca Reiser, Javier Enrique Aguilar, Anneli Guthke, and Paul-Christian Bürkner. Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference. 2024. [PUMA: darus ubs_10021 ubs_20019 ubs_30165 unibibliografie]

Paul-Christian Bürkner, Maximilian Scholz, and Stefan T. Radev. Some models are useful, but how do we know which ones? Towards a unified Bayesian model taxonomy. Statistics surveys, (17):216-310, Cornell University Library, 2023. [PUMA: oa ubs_10021 ubs_20019 ubs_30165 unibibliografie wos]

Carme Homs Pons, and Robin Lautenschlager. Replication Data for: Coupled Simulations and Parameter Inversion for Neural System and Electrophysiological Muscle Models. 2024. [PUMA: darus mult ubs_10005 ubs_10008 ubs_10021 ubs_20008 ubs_20013 ubs_20019 ubs_30082 ubs_30123 ubs_30165 ubs_40195 unibibliografie]

Birgit Simone Hillebrecht, and Benjamin Unger. Rigorous a Posteriori Error Bounds for PDE-Defined PINNs. IEEE transactions on neural networks and learning systems, IEEE, 2023. [PUMA: ubs_10021 ubs_20019 ubs_30165 unibibliografie wos]

Stéphanie Bolik, Alexander Schlaich, Tetiana Mukhina, Alberto Amato, Olivier Bastien, Emanuel Schneck, Bruno Demé, and Juliette Jouhet. Lipid bilayer properties potentially contributed to the evolutionary disappearance of betaine lipids in seed plants. BMC biology, (21):275, Springer, 2023. [PUMA: mult oa ubs_10008 ubs_10021 ubs_20014 ubs_20019 ubs_30136 ubs_30165 unibibliografie wos]

Fahad Ejaz, Anneli Guthke, Thomas Wohling, and Wolfgang Nowak. Comprehensive uncertainty analysis for surface water and groundwater projections under climate change based on a lumped geo-hydrological model. Journal of hydrology, (626)B:130323, Elsevier, 2023. [PUMA: mult ubs_10002 ubs_10021 ubs_20002 ubs_20019 ubs_30028 ubs_30165 ubs_40041 unibibliografie wos]

Linda Werneck, Mertcan Han, Erdost Yildiz, Marc-André Keip, Metin Sitti, and Michael Ortiz. A simple quantitative model of neuromodulation, Part I : Ion flow neural ion channels. Journal of the mechanics and physics of solids, (182)January:105457, Elsevier, 2024. [PUMA: mult ubs_10002 ubs_10021 ubs_20002 ubs_20019 ubs_30024 ubs_30165 ubs_40449 unibibliografie wos]

Nadine Kijanski, and Holger Steeb. On the macro- and micro-scale of dilute suspensions : A particle-based numerical investigation. European journal of mechanics. B, Fluids, (103)January/February:208-222, Elsevier, 2024. [PUMA: mult ubs_10002 ubs_10021 ubs_20002 ubs_20019 ubs_30024 ubs_30165 ubs_40399 unibibliografie wos]

Jie Yang, Svyatoslav Kondrat, Cheng Lian, Honglai Liu, Alexander Schlaich, and Christian Holm. Solvent Effects on Structure and Screening in Confined Electrolytes. Physical review letters, (131)11:118201, American Chemical Society, 2023. [PUMA: mult ubs_10008 ubs_10021 ubs_20014 ubs_20019 ubs_30136 ubs_30165 ubs_40216 unibibliografie wos]

Bahareh Kianfar, Majid Hassanizadeh, Ahmed Abdelrady, Thom Bogaard, and Jan Willem Foppen. Natural organic matter and ionic strength (CaCl2) affect transport, retention and remobilization of silica encapsulated DNA colloids (DNAcol) in saturated sand columns. Colloids and surfaces. A, Physicochemical and engineering aspects, (678):132476, Elsevier, 2023. [PUMA: mult oa ubs_10018 ubs_10021 ubs_20019 ubs_20023 ubs_30165 ubs_30201 unibibliografie wos]

Luana Ruiz, Luiz de Oliveira Chamon, and Alejandro Ribeiro. Transferability Properties of Graph Neural Networks. IEEE transactions on signal processing, (71):3474-3489, IEEE, 2023. [PUMA: ubs_10021 ubs_20019 ubs_30165 unibibliografie wos]

Xin-Lei Zhang, Heng Xiao, Solkeun Jee, and Guowei He. Physical interpretation of neural network-based nonlinear eddy viscosity models. Aerospace science and technology, (142)A:108632, Elsevier, 2023. [PUMA: mult ubs_10006 ubs_10021 ubs_20010 ubs_20019 ubs_30098 ubs_30165 ubs_40458 unibibliografie wos]

Javier Enrique Aguilar, and Paul-Christian Bürkner. Intuitive joint priors for Bayesian linear multilevel models : The R2D2M2 prior. Electronic journal of statistics, (17)1:1711-1767, Cornell University Library, 2023. [PUMA: oa ubs_10021 ubs_20019 ubs_30165 unibibliografie wos]

Lifei Yan, Mohammad Hossein Golestan, Wenyu Zhou, Majid Hassanizadeh, Carl Fredrik Berg, and Amir Raoof. Direct Evidence of Salinity Difference Effect on Water Transport in Oil : Pore-Scale Mechanisms. Energy & fuels, (37)20:15537-15552, American Chemical Society, 2023. [PUMA: ubs_10021 ubs_20019 ubs_30165 unibibliografie wos]

Jeremy T. White, Michael N. Fienen, Catherine R. Moore, and Anneli Guthke. Rapid, reproducible, and robust environmental modeling for decision support : worked examples and open-source software tools. Frontiers in Earth Science, (11):1260581, Frontiers, 2023. [PUMA: oa ubs_10021 ubs_20019 ubs_30165 unibibliografie wos]

Robert Rockenfeller, Michael Günther, and Scott L. Hooper. Sarcomere mechanics in the double-actin-overlap zone. Biophysical journal, (122)17:3544-3548, Cell Press, 2023. [PUMA: mult ubs_10002 ubs_10021 ubs_20002 ubs_20019 ubs_30165 ubs_30190 ubs_40394 unibibliografie wos]