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6Data-driven geometric parameter optimization for PD-GMRES
L. Duvenbeck, C. Riethmüller, and C. Rohde. (2025)
3 months ago by @simtech
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EXC2075
PN5
PN5-13
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EXC2075PN5PN5-13curated
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2Gaussian Process-Supported Optimization of the Transferable Anisotropic Mie Potential Force Field for Primary Alkylamines
M. Fleck, R. Katsuta, T. Esper, N. Hansen, and J. Gross. Industrial & Engineering Chemistry Research, 64 (11): 6170–6179 (March 2025)
3 months ago by @simtech
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EXC2075
PN3
PN3-8
PN3-8(II)
curated
EXC2075PN3PN3-8PN3-8(II)curated
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6Generating quantum reservoir state representations with random matrices
S. Tovey, T. Fellner, C. Holm, and M. Spannowsky. Machine Learning: Science and Technology, 6 (1): 015068 (March 2025)
2 months ago by @simtech
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PN8-3
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3SwarmRL: building the future of smart active systems
S. Tovey, C. Lohrmann, T. Merkt, D. Zimmer, K. Nikolaou, S. Koppenhöfer, A. Bushmakina, J. Scheunemann, and C. Holm. The European Physical Journal E, 48 (4): 16 (Apr 7, 2025)
2 months ago by @simtech
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PN3A-1
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5Mathematical Justification of a Baer-Nunziato Model for a Compressible Viscous Fluid with Phase Transition
C. Rohde, and F. Wendt. (2025)
2 months ago by @simtech
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EXC2075
PN1
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EXC2075PN1PN1-6curated
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5Sample Complexity Bounds for Linear System Identification from a Finite Set
N. Chatzikiriakos, and A. Iannelli. IEEE Control Systems Letters, (2024)
2 months ago by @simtech
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EXC2075
PN4
PN4-10
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5Mathematical Challenges for the Theory of Hyperbolic Balance Laws in Fluid Mechanics: Complexity, Scales, Randomness
M. Lukácová-Medvid'ová, and C. Rohde. Jahresber. Dtsch. Math.-Ver., 126 (4): 283-311 (2024)
2 months ago by @simtech
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EXC2075
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6Grassmann Extrapolation for Accelerating Geometry Optimization
Z. Askarpour, M. Nottoli, and B. Stamm. Journal of Chemical Theory and Computation, 21 (4): 1643–1651 (February 2025)
2 months ago by @simtech
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3Quantum vs. classical: A comprehensive benchmark study for predicting time series with variational quantum machine learning
T. Fellner, D. Kreplin, S. Tovey, and C. Holm. (2025)
a month ago by @simtech
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PN8-3
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3Sequential Solution Strategies for the Cahn-Hilliard-Biot Model
E. Storvik, C. Riethmüller, J. Both, and F. Radu. Numerical Mathematics and Advanced Applications ENUMATH 2023, Volume 2, page 369--378. Cham, Springer Nature Switzerland, (2025)
a month ago by @simtech
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11Simulation Data from Motorcycle Sensors in Operational and Crash Scenarios
P. Rodegast, S. Maier, J. Kneifl, and J. Fehr. Software, (2023)Related to: Rodegast, P., Maier, S., Kneifl, J., Fehr, J.: On using Machine Learning Algorithms for Motorcycle Collision Detection, 2023. tbd.
a month ago by @simtech
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3Emergence of accurate atomic energies from machine-learned noble-gas potentials
F. Uhlig, S. Tovey, and C. Holm. The Journal of Chemical Physics, (May 2025)
a month ago by @simtech
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3Charge Regulation Dramatically Enhances Weak Polyelectrolyte Complexation
D. Beyer, C. Holm, and Z. Wang. (May 2025)
a month ago by @simtech
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PN3-3(II)
PN3
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2Effiziente Modellierung flexibler Robotersysteme zur Echtzeitsimulation am Beispiel eines Leichtbauroboters
S. Hoschek, P. Rodegast, J. Gesell, J. Scheid, and J. Fehr. (2025)
29 days ago by @simtech
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EXC2075
METEOR_3
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EXC2075METEOR_3PNXupdated
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2Multi-Fidelity Surrogate Model for Representing Hierarchical and Conflicting Databases to Approximate Human-Seat Interaction
G. Mike Huynh, N. Fahse, J. Kneifl, J. Linn, and J. Fehr. IFAC-PapersOnLine, 59 (1): 337–342 (2025)
29 days ago by @simtech
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PN7-6(II)
PN7
EXC2075
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2ART-SM: Boosting Fragment-Based Backmapping by Machine Learning
C. Pfaendner, V. Korn, P. Gogoi, B. Unger, and K. Pluhackova. Journal of Chemical Theory and Computation, 21 (8): 4151–4166 (April 2025)
16 days ago by @simtech
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2Linker-cluster cooperativity in confinement of proline-functionalized Zr-based metal–organic frameworks and its effect on the organocatalytic aldol reaction
Z. Dilruba, A. Yeganeh, S. Kolin, S. Noor, H. Shatla, C. Wieland, B. Yu, K. Gugeler, A. Zens, J. Kästner and 4 other author(s). Inorg. Chem. Front., (2025)
16 days ago by @simtech
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3Koopman-based control of nonlinear systems with closed-loop guarantees
R. Strässer, J. Berberich, M. Schaller, K. Worthmann, and F. Allgöwer. at - Automatisierungstechnik, 73 (6): 413--428 (2025)
14 days ago by @simtech
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PN4-2
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EXC2075
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2Efficient Partition-of-Unity Radial-Basis-Function Interpolation for Coupled Problems
D. Schneider, and B. Uekermann. SIAM Journal on Scientific Computing, 47 (2): B558–B582 (April 2025)
12 days ago by @simtech
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PN5-9(II)
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3The interplay of robustness and generalization in quantum machine learning
J. Berberich, T. Fellner, and C. Holm. (2025)
2 days ago by @simtech
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6Data-driven geometric parameter optimization for PD-GMRES

2Gaussian Process-Supported Optimization of the Transferable Anisotropic Mie Potential Force Field for Primary Alkylamines

6Generating quantum reservoir state representations with random matrices

3SwarmRL: building the future of smart active systems

5Mathematical Justification of a Baer-Nunziato Model for a Compressible Viscous Fluid with Phase Transition

5Sample Complexity Bounds for Linear System Identification from a Finite Set

5Mathematical Challenges for the Theory of Hyperbolic Balance Laws in Fluid Mechanics: Complexity, Scales, Randomness

6Grassmann Extrapolation for Accelerating Geometry Optimization

3Quantum vs. classical: A comprehensive benchmark study for predicting time series with variational quantum machine learning

3Sequential Solution Strategies for the Cahn-Hilliard-Biot Model

11Simulation Data from Motorcycle Sensors in Operational and Crash Scenarios

3Emergence of accurate atomic energies from machine-learned noble-gas potentials

3Charge Regulation Dramatically Enhances Weak Polyelectrolyte Complexation

2Effiziente Modellierung flexibler Robotersysteme zur Echtzeitsimulation am Beispiel eines Leichtbauroboters

2Multi-Fidelity Surrogate Model for Representing Hierarchical and Conflicting Databases to Approximate Human-Seat Interaction

2ART-SM: Boosting Fragment-Based Backmapping by Machine Learning

2Linker-cluster cooperativity in confinement of proline-functionalized Zr-based metal–organic frameworks and its effect on the organocatalytic aldol reaction

3Koopman-based control of nonlinear systems with closed-loop guarantees

2Efficient Partition-of-Unity Radial-Basis-Function Interpolation for Coupled Problems

3The interplay of robustness and generalization in quantum machine learning

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