PLIC-based contact line modeling for simulations of droplet impact onto smooth and structured surfaces. International Journal of Multiphase Flow, (200):105725, Elsevier BV, June 2026. [PUMA: PN1 PN1-2(II) EXC2075 updated] URL
Multivariate quantum reservoir computing with discrete and continuous variable systems. 2026. [PUMA: EXC2075 PN8 PN8-3 updated] URL
UA-SABI: Uncertainty-aware surrogate-based amortized Bayesian inference for computationally expensive subsurface flow and transport models. Bologna, Italy, June 2026. [PUMA: EXC2075 PN6-2(II) PN5 updated]
Efficient Confidence Interval Computation for Physics-Aware Machine Learning of Diffusion–Sorption Models. Frontiers in Water: Advances in Model-Data Fusion for Water Resources Problems, 2026 (accepted). [PUMA: EXC2075 PN5 updated PN5-6(II)]
Triggered Dissolution of Electrostatically Crosslinked Hydrogels from Star‐Shaped Polyampholytic Block Copolymers. Macromolecular Chemistry and Physics, (227)4Wiley, February 2026. [PUMA: EXC2075 curated] URL
Asymmetric Ionic Liquids for Enhanced Performance of Nanoporous Electrical Double Layer Capacitors. The Journal of Physical Chemistry C, (130)10:3713–3720, American Chemical Society (ACS), February 2026. [PUMA: EXC2075 curated] URL
Charge Regulation and Swelling of Weak Polyelectrolyte Nanogels in Divalent Salt Solutions. Macromolecular Chemistry and Physics, (227)5Wiley, March 2026. [PUMA: EXC2075 PN3 PN3-3(II) curated] URL
End-to-end guarantees for indirect data-driven control of bilinear systems with finite stochastic data. Automatica, (187):112908, 2026. [PUMA: EXC2075 PN4 PN4-10 curated]
Adaptive Transition-State Refinement with Learned Equilibrium Flows. J. Chem. Inf. Model., (66):2154-2165, 2026. [PUMA: EXC2075 PN13 curated] URL
Enhanced Representation-Based Sampling for the Efficient Generation of Data Sets for Machine-Learned Interatomic Potentials. J. Chem. Theory Comput., (22):1947-1957, 2026. [PUMA: EXC2075 PN3 PN6 curated] URL
A Sequence-Specific Theory for Charge-Regulating IDPs. American Chemical Society (ACS), February 2026. [PUMA: EXC2075 curated] URL
Beyond scaling curves: internal dynamics of neural networks through the NTK lens. Machine Learning: Science and Technology, (7)2:025005, IOP Publishing, February 2026. [PUMA: EXC2075 PN6 PN6-5 curated] URL
CODE: a global approach to ODE learning. Journal of Machine Learning for Modeling and Computing, 2026 (accepted). [PUMA: EXC2075 PN5 PNX curated]
Efficient Confidence Interval Computation for Physics-Aware Machine Learning of Diffusion–Sorption Models. Frontiers in Water: Advances in Model-Data Fusion for Water Resources Problems, 2026 (submitted). [PUMA: EXC2075 PN6 PN6-5(II) curated]
A framework for objectively comparing competing invasion percolation models based on highly-resolved image data. PLOS ONE, 2026 (accepted). [PUMA: EXC2075 PN5 curated]
A variational view on constitutive laws in parabolic problems. Advances in Calculus of Variations, Walter de Gruyter GmbH, January 2026. [PUMA: EXC2075 PN3 PN3-13 curated] URL
When Physics Gets in the Way: An Entropy-based Evaluation of Conceptual Constraints in Hybrid Hydrological Models. Hydrology and Earth System Sciences, (30)3:629--658, 2026. [PUMA: EXC2075 PN6 PN6A-4 curated]
Hidden convexity in active learning: A convexified online input design for ARX systems. 2025 IEEE 64th Conference on Decision and Control (CDC), 63-68, Rio de Janeiro, Brasil, 2025. [PUMA: EXC2075 PN4 PN4-10 curated]
Organizing software community workshops: Experiences from three independent simulation software projects. In René Caspart, Florian Goth, Oliver Karras, Jan Linxweiler, Florian Thiery, and Joachim Wuttke (Eds.), Electronic Communications of the EASST, (85)December 2025. [PUMA: EXC2075 PN3 PN3-12 curated]
Effiziente Modellierung flexibler Robotersysteme zur Echtzeitsimulation am Beispiel eines Leichtbauroboters. at - Automatisierungstechnik, (74)1:61–73, Walter de Gruyter GmbH, January 2026. [PUMA: EXC2075 METEOR_3 PNX curated] URL