Items where Year is 2024

A

Alchikh, Maren and Conrad, T. O. F. and Obermeier, Patrick E. and Ma, Xiaolin and Schweiger, Brunhilde and Opota, Onya and Rath, Barbara A. (2024) Disease Burden and Inpatient Management of Children with Acute Respiratory Viral Infections during the Pre-COVID Era in Germany: A Cost-of-Illness Study. Viruses, 16 (4).

Atnip, Jason and Froyland, Gary and Koltai, Péter (2024) An inflated dynamic Laplacian to track the emergence and disappearance of semi-material coherent sets. Preprint . (Unpublished)

B

Berner, Julius and Richter, Lorenz and Ullrich, Karen (2024) An optimal control perspective on diffusion-based generative modeling. Preprint arXiv . (Unpublished)

Bostanci, Inan and Conrad, T. O. F. (2024) Integrating Agent-Based and Compartmental Models for Infectious Disease Modeling: A Novel Hybrid Approach. Journal of Artificial Societies and Social Simulation . (Submitted)

Bryant, Patrick and Kelkar, Atharva and Guljas, Andrea and Clementi, Cecilia and Noé, Frank (2024) Structure prediction of protein-ligand complexes from sequence information with Umol. Nature Communications, 15 .

Bryant, Patrick and Noé, Frank (2024) Improved Protein Complex Prediction with AlphaFold-Multimer by Denoising the MSA Profile. PLOS Computational Biology, 20 (7).

C

Cao, Chongsheng and Li, Jinkai and Titi, Edriss S. and Wang, Dong (2024) Global well-posedness of the 3D primitive equations with horizontal viscosity and vertical diffusivity II: close to H1 initial data. arXiv (Preprint) . (Unpublished)

Chemnitz, Robin and Engel, Maximilian and Koltai, Péter (2024) Extracting coherent sets in aperiodically driven flows from generators of Mather semigroups. Preprint . (Unpublished)

Chemnitz, Robin and Engel, Maximilian and Olicón-Mendez, Guillermo (2024) Random attractors on countable state spaces. Preprint arXiv . (Unpublished)

Conrad, T. O. F. and Ferrer, Eloi and Mietchen, Daniel and Pusch, Larissa and Stegmüller, Johannes and Schubotz, Moritz (2024) Making Mathematical Research Data FAIR: Pathways to Improved Data Sharing. Nature Scientific Data, 11 (1).

D

Delle Site, Luigi and Djurdjevac, Ana (2024) An effective Hamiltonian for the simulation of open quantum molecular systems. Journal of Physics A: Mathematical and Theoretical, 57 (25).

Delle Site, Luigi and Hartmann, Carsten (2024) Computationally feasible bounds for the free energy of nonequilibrium steady states, applied to simple models of heat conduction. Molecular Physics .

Delle Site, Luigi and Hartmann, Carsten (2024) Scaling law for the size dependence of a finite-range quantum gas. Physical Review A, 109 (2).

Delle Site, Luigi and Hartmann, Carsten (2024) Scaling law for the size dependence of a short-ranged quantum gas. Physical Review A, 109 .

Djurdjevac, Ana and Kremp, Helena and Perkowski, Nicolas (2024) Weak error analysis for a nonlinear SPDE approximation of the Dean-Kawasaki equation. Stochastics and Partial Differential Equations: Analysis and Computations .

Dolores-Tesillos, Edgar and Pfahl, Stephan (2024) Future changes in North Atlantic winter cyclones in CESM-LE – Part 2: A Lagrangian analysis. Weather and Climate Dynmics, 5 . pp. 163-179.

Doppler, Sabine and Klein, Rupert and Liu, Xin and Titi, Edriss (2024) Local well-posedness of a system coupling compressible atmospheric dynamics and a micro-physics model of moisture in air. Preprint arXiv . (Unpublished)

E

Eigel, Martin and Gruhlke, Robert and Sommer, David (2024) Less interaction with forward models in Langevin dynamics: Enrichment and Homotopy Martin , Robert , David. arXiv To appear in SIADS . (Submitted)

F

Fürst, Steffen and Conrad, T. O. F. and Jaeger, Carlo and Wolf, S. (2024) Vahana.jl - A framework (not only) for large-scale agent-based models. Social Simulation Conference 2024 . (In Press)

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Gaskin, Thomas and Conrad, T. O. F. and Pavliotis, Grigorios A. and Schütte, Ch. (2024) Neural parameter calibration and uncertainty quantification for epidemic forecasting. PLoS ONE, 19 (10). ISSN 1932-6203

Ghysbrecht, Simon and Keller, Bettina G. (2024) Thermal isomerization rates in retinal analogues using Ab-Initio molecular dynamics. Journal of Computational Chemistry, 45 (16). pp. 1317-1427.

Gonçalves, Patrícia and Kern, Julian and Xu, Lu (2024) A novel approach to hydrodynamics for long-range generalized exclusion. arXiv . (Unpublished)

Gruhlke, Robert and Nouy, Anthony and Trunschke, Philipp (2024) Optimal sampling for stochastic and natural gradient descent Robert Gruhlke, ,. arXiv . (Submitted)

Guth, Philipp A. and Kaarnioja, Vesa (2024) Application of dimension truncation error analysis to high-dimensional function approximation To appear in: 2022. Springer Verlag, 2024. In: Monte Carlo and Quasi-Monte Carlo Methods. Springer Verlag. (Submitted)

Guth, Philipp A. and Kaarnioja, Vesa (2024) Generalized dimension truncation error analysis for high-dimensional numerical integration: lognormal setting and beyond. to appear in SIAM Journal on Numerical Analysis . (Submitted)

Guth, Philipp A. and Kaarnioja, Vesa (2024) Uncertainty quantification for random domains using periodic random variables. Numerische Mathematik, 156 . pp. 273-317.

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Hartmann, Carsten and Jöster, Annika (2024) Risk-neutral limit of adaptive importance sampling of random stopping times. Submitted to 26th International Symposium on Mathematical Theory of Networks and Systems . (Submitted)

Hauswedell, Hannes and Hetzel, Sara and Gottlieb, Simon G and Kretzmer, Helene and Meissner, Alexander and Reinert, Knut and Cowen, Lenore (2024) Lambda3: homology search for protein, nucleotide, and bisulfite-converted sequences. Bioinformatics, 40 (3). ISSN 1367-4811

Huber, Konstantin and John, Timm and Vrijmoed, Johannes C. and Pleuger, Jan and Zhong, Xin (2024) Pulsed fluid release from subducting slabs caused by a scale-invariant dehydration process. Earth and Planetary Science Letters, 644 .

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Iravani, Sahar and Conrad, T. O. F. (2024) Towards More Effective Table-to-Text Generation: Assessing In-Context Learning and Self-Evaluation with Open-Source Models. Computational Linguistics . (Submitted)

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Kaarnioja, Vesa and Kuo, Frances Y. and Sloan, Ian H. (2024) Lattice-based kernel approximation and serendipitous weights for parametric PDEs in very high dimensions. In: Monte Carlo and Quasi-Monte Carlo Methods 2022. Springer Verlag. (Submitted)

Kaarnioja, Vesa and Rupp, Andreas (2024) Quasi-Monte Carlo and discontinuous Galerkin. arXiv . (Submitted)

Keller, Bettina G. and Bolhuis, Peter G. (2024) Dynamical Reweighting for Biased Rare Event Simulations. Annual Review of Physical Chemistry, 75 (1). pp. 137-162.

Kern, Julian and Wiederhold, Bastian (2024) A Λ-Fleming-Viot type model with intrinsically varying population size. Electronic Journal of Probability, 29 (125).

Koltai, Péter and Kunde, Philipp (2024) A Koopman-Takens theorem: Linear least squares prediction of nonlinear time series. Preprint . (In Press)

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Liu, X. and Klein, R. (2024) On the boundary layer arising from fast internal waves dynamics. (Submitted)

Liu, Xin and Titi, Edriss S. and Xin, Zhouping (2024) Asymptotic stability of the equilibrium for the free boundary problem of a compressible atmospheric primitive model with physical vacuum. Preprint . (Unpublished)

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Maier, Kristina and Weiser, Martin and Conrad, T. O. F. (2024) Hybrid PDE-ODE Models for Efficient Simulation of Infection Spread in Epidemiology. arXiv . (Submitted)

Mischau, A. and Ransiek, A. (2024) Gendered Gatekeeping in the Recruitment and Support of (Prospective) PhDs and Postdocs in a Mathematical Cluster of Excellence. International Journey of Gender Science and Technology, 16 (1). pp. 71-99.

Mohammadi, Somayeh and PourKarimi, Latif and Zschäbitz, Manuel and Aretz, Tristan and De Mecquenem, Ninon and Leser, Ulf and Reinert, Knut (2024) Optimizing Job/Task Granularity for Metagenomic Workflows in Heterogeneous Cluster Infrastructures. In: EDBT/ICDT 2024 Joint Conference: 8th International workshop on Data Analytics solutions for Real-LIfe APplications (DARLI-AP).

Montefusco, Alberto and Helfmann, Luzie and Okunola, Toluwani and Winkelmann, Stefanie and Schütte, Christof (2024) Partial mean-field model for neurotransmission dynamics. Mathematical Biosciences, 369 .

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Paltra, Sydney and Conrad, T. O. F. (2024) Clinical Effectiveness of Ritonavir-Boosted Nirmatrelvir—A Literature Review. Advances in Respiratory Medicine, 92 (1). ISSN 2543-6031

Pan, Chenxu and Reinert, Knut and Valencia, Alfonso (2024) A simple refined DNA minimizer operator enables 2-fold faster computation. Bioinformatics, 40 (2). ISSN 1367-4811

Pavliotis, Grigorios A. and Reich, Sebastian and Zanoni, Andrea (2024) Filtered data based estimators for stochastic processes driven by colored noise. Preprint arXiv . (Unpublished)

Polzin, Robert and Klebanov, Ilja and Nüsken, Nikolas and Koltai, Péter (2024) Coherent set identification via direct low rank maximum likelihood estimation. Journal of Nonlinear Science .

Pusch, Larissa and Conrad, T. O. F. (2024) Combining LLMs and Knowledge Graphs to Reduce Hallucinations in Question Answering. Bioinformatics . ISSN 1367-4803 (Submitted)

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Quer, Jannes and Ribera Borrell, Enric (2024) Connecting Stochastic Optimal Control and Reinforcement Learning. Submitted Preprint . (Submitted)

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Rentsch, Jakob and Bandstra, Selle and Sezen, Batuhan and Sigrist, Philipp Stephan and Bottanelli, Francesca and Schmerl, Bettina and Shoichet, Sarah and Noé, Frank and Sadeghi, Mohsen and Ewers, Helge (2024) Sub-membrane actin rings compartmentalize the plasma membrane. Journal of Cell Biology (JCB), 223 (4).

Rosemeier, Juliane and Haut, Terry and Wingate, Beth (2024) Multilevel Parareal Algorithm with Averaging for Oscillatory Problems. Numerical Algorithms for Scientific Computung, 46 (4). pp. 2709-2736.

S

Schebek, Maximilian and Invernizzi, Michele and Noé, Frank and Rogal, Jutta (2024) Efficient Mapping of Phase Diagrams with Conditional Boltzmann Generators. Preprint arXiv . (Unpublished)

Sherratt, Katharine and Srivastava, Ajitesh and Ainslie, Kylie and Singh, David E. and Cublier, Aymar and Marinescu, Maria Cristina and Carretero, Jesus and Garcia, Alberto Cascajo and Franco, Nicolas and Willem, Lander and Abrams, Steven and Faes, Christel and Beutels, Philippe and Hens, Niel and Müller, Sebastian and Charlton, Billy and Ewert, Ricardo and Paltra, Sydney and Rakow, Christian and Rehmann, Jakob and Conrad, T. O. F. and Schütte, Christof and Nagel, Kai and Abbott, Sam and Grah, Rok and Niehus, Rene and Prasse, Bastian and Sandmann, Frank and Funk, Sebastian (2024) Characterising information gains and losses when collecting multiple epidemic model outputs. Epidemics, 47 . ISSN 1755-4365

Sikorski, Alexander and Ribera Borrell, Enric and Weber, Marcus (2024) Learning Koopman eigenfunctions of stochastic diffusions with optimal importance sampling and ISOKANN. Journal of Mathematical Physics, 65 (1).

Smit, Matthijs and Vrijmoed, Johannes C. and Scherer, Erik E. and Mezger, Klaus and Kooijman, Ellen and Schmitt-Kielmann, Melanie and Tual, Lorraine and Guilmette, Carl and Ratschbacher, Lothar (2024) Retentiveness of rare earth elements in garnet with implications for garnet Lu-Hf chronology. Journal of Metamorphic Geology .

Sun, Jingtong and Berner, Julius and Richter, Lorenz and Zeinhofer, Marius and Müller, Johannes and Azizzadenesheli, Kamyar and Anandkumar, Anima (2024) Dynamical Measure Transport and Neural PDE Solvers for Sampling. Preprint arXiv . (Unpublished)

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Weimann, K. and Conrad, T. O. F. (2024) FELRec: Efficient Handling of Item Cold-Start With Dynamic Representation Learning in Recommender Systems. International Journal of Data Science and Analytics, 19 (1).

Weimann, K. and Conrad, T. O. F. (2024) Federated Learning with Deep Neural Networks: A Privacy-Preserving Approach to Enhanced ECG Classification. IEEE Journal of Biomedical and Health Informatics, 28 (11). ISSN 2168-2194

Weimann, K. and Conrad, T. O. F. (2024) Self-Supervised Pre-Training with Joint-Embedding Predictive Architecture Boosts ECG Classification Performance. IEEE . (Submitted)

Werkovits, A. and Hollweger, S. and Niederreiter, M. and Risse, T. and Cartus, J.J. and Sterrer, M. and Matera, S. (2024) Kinetic Trapping of Charge-Transfer Molecules at Metal Interfaces. The Journal of Physical Chemistry C .

Winkler, Ludwig and Richter, Lorenz and Opper, Manfred (2024) Bridging discrete and continuous state spaces: Exploring the Ehrenfest process in time-continuous diffusion models. Preprint arXiv . (Unpublished)

Wu, Hao and Noé, Frank (2024) Reaction coordinate flows for model reduction of molecular kinetics. The Journal of Chemical Physics, 160 (4).

Z

Zhao, Yue and Zhang, Wei and Li, Tiejun (2024) EPR-Net: Constructing non-equilibrium potential landscape via a variational force projection formulation. National Science Review .