The interplay of robustness and generalization in quantum machine learning. 2025. [PUMA: PN8-3 PN8 EXC2075] URL
Efficient Partition-of-Unity Radial-Basis-Function Interpolation for Coupled Problems. SIAM Journal on Scientific Computing, (47)2:B558–B582, Society for Industrial & Applied Mathematics (SIAM), April 2025. [PUMA: PNX PN5-9(II) EXC2075 updated] URL
Koopman-based control of nonlinear systems with closed-loop guarantees. at - Automatisierungstechnik, (73)6:413--428, 2025. [PUMA: PN4-2 PN4-2(II) EXC2075 updated]
Linker-cluster cooperativity in confinement of proline-functionalized Zr-based metal–organic frameworks and its effect on the organocatalytic aldol reaction. Inorg. Chem. Front., -, The Royal Society of Chemistry, 2025. URL
ART-SM: Boosting Fragment-Based Backmapping by Machine Learning. Journal of Chemical Theory and Computation, (21)8:4151–4166, American Chemical Society (ACS), April 2025. URL
Multi-Fidelity Surrogate Model for Representing Hierarchical and Conflicting Databases to Approximate Human-Seat Interaction. IFAC-PapersOnLine, (59)1:337–342, Elsevier BV, 2025. [PUMA: PN7-6(II) PN7 EXC2075 updated] URL
Effiziente Modellierung flexibler Robotersysteme zur Echtzeitsimulation am Beispiel eines Leichtbauroboters. Universität Stuttgart, 2025. [PUMA: EXC2075 METEOR_3 PNX updated] URL
Charge Regulation Dramatically Enhances Weak Polyelectrolyte Complexation. American Chemical Society (ACS), May 2025. [PUMA: PN3-3(II) PN3 EXC2075] URL
Emergence of accurate atomic energies from machine-learned noble-gas potentials. The Journal of Chemical Physics, (162)18AIP Publishing, May 2025. [PUMA: PN3 PN3A-1 EXC2075] URL
Simulation Data from Motorcycle Sensors in Operational and Crash Scenarios. 2023.
Sequential Solution Strategies for the Cahn-Hilliard-Biot Model. In Adélia Sequeira, Ana Silvestre, Svilen S. Valtchev, and João Janela (Eds.), Numerical Mathematics and Advanced Applications ENUMATH 2023, Volume 2, 369--378, Springer Nature Switzerland, Cham, 2025. [PUMA: PN5-13 PN5 EXC2075 updated]
Quantum vs. classical: A comprehensive benchmark study for predicting time series with variational quantum machine learning. 2025. [PUMA: PN8-3 PN8 EXC2075] URL
Grassmann Extrapolation for Accelerating Geometry Optimization. Journal of Chemical Theory and Computation, (21)4:1643–1651, American Chemical Society (ACS), February 2025. [PUMA: EXC2075 PN3 PN3-14 curated] URL
Mathematical Challenges for the Theory of Hyperbolic Balance Laws in Fluid Mechanics: Complexity, Scales, Randomness. Jahresber. Dtsch. Math.-Ver., (126)4:283-311, 2024. [PUMA: EXC2075 PN1 PN1-9 curated]
Sample Complexity Bounds for Linear System Identification from a Finite Set. IEEE Control Systems Letters, (8):2751-2756, 2024. [PUMA: EXC2075 PN4 PN4-10 curated]
Mathematical Justification of a Baer-Nunziato Model for a Compressible Viscous Fluid with Phase Transition. 2025. [PUMA: EXC2075 PN1 PN1-6 curated] URL
SwarmRL: building the future of smart active systems. The European Physical Journal E, (48)4:16, Apr 7, 2025. [PUMA: PN3 PN3A-1 EXC2075] URL
Generating quantum reservoir state representations with random matrices. Machine Learning: Science and Technology, (6)1:015068, IOP Publishing, March 2025. [PUMA: PN8-3 PN8 EXC2075] URL
Gaussian Process-Supported Optimization of the Transferable Anisotropic Mie Potential Force Field for Primary Alkylamines. Industrial & Engineering Chemistry Research, (64)11:6170–6179, American Chemical Society (ACS), March 2025. [PUMA: EXC2075 PN3 PN3-8 PN3-8(II) curated] URL
Data-driven geometric parameter optimization for PD-GMRES. 2025. [PUMA: EXC2075 PN5 PN5-13 curated]