Publications 2020
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- Adam, S. ; Anteneh, H. ; Hornisch, M. ; Wagner, V. ; Lu, J. ; Radde, N. ; Bashtrykov, P. ; Song, J. ; u. a.: DNA sequence-dependent activity and base flipping mechanisms of DNMT1 regulate genome-wide DNA methylation. In: Nat. Communications Bd. 11, Springer Science and Business Media LLC (2020), S. 1–15
- Altmann, Robert ; Mehrmann, Volker ; Unger, Benjamin: Port-Hamiltonian formulations of poroelastic network models. In: ArXiv e-print 2012.01949 (2020)
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- Bahlmann, L. M. ; Smits, K. M. ; Heck, K. ; Coltman, E. ; Helmig, R. ; Neuweiler, I.: Gas Component Transport Across the Soil-Atmosphere Interface for Gases of Different Density: Experiments and Modeling. In: Water Resources Research Bd. 56 (2020), S. e2020WR027600. — e2020WR027600 10.1029/2020WR027600
- Barreau, M. ; Scherer, C. W. ; Gouaisbaut, F. ; Seuret, A.: Integral Quadratic Constraints on Linear Infinite-dimensional Systems for Robust Stability Analysis. In: IFAC World Congress. Bd. 53, 2020, S. 7752–7757
- Bauer, TL ; Buchholz, PCF ; Pleiss, J: The modular structure of α/β-hydrolases. In: FEBS J Bd. 287 (2020), S. 1035–1053
- Beck, Andrea D. ; Zeifang, Jonas ; Schwarz, Anna ; Flad, David G.: A neural network based shock detection and localization approach for discontinuous Galerkin methods. In: Journal of Computational Physics Bd. 423, Elsevier (2020), S. 109824
- Beckers, Felix ; Heredia, Andrés ; Noack, Markus ; Nowak, Wolfgang ; Wieprecht, Silke ; Oladyshkin, Sergey: Bayesian Calibration and Validation of a Large-scale and Time-demanding Sediment Transport Model. In: Water Resources Research Bd. 56 (2020), S. e2019WR026966
- Berberich, J. ; Allgöwer, F.: A trajectory-based framework for data-driven system analysis and control. In: Proc. European Control Conf. (ECC). Saint Petersburg, Russia, 2020, S. 1365–1370
- Berberich, J. ; Köhler, J. ; Müller, M. A. ; Allgöwer, F.: Robust constraint satisfaction in data-driven MPC. In: Proc. 59th IEEE Conf. Decision and Control (CDC). Jeju, South Korea, 2020, S. 1260–1267
- Berberich, J. ; Köhler, J. ; Müller, M. A. ; Allgöwer, F.: Data-driven tracking MPC for changing setpoints. In: Proc. 21st IFAC World Congress. Berlin, Germany, 2020, S. 971–976
- Berberich, Julian ; Koch, Anne ; Scherer, Carsten W. ; Allgower, Frank: Robust data-driven state-feedback design. In: 2020 American Control Conference (ACC) : IEEE, 2020, S. 1532–1538
- Berberich, Julian ; Scherer, Carsten W. ; Allgöwer, Frank: Combining Prior Knowledge and Data for Robust Controller Design (2020)
- Breitsprecher, Konrad ; Janssen, Mathijs ; Srimuk, Pattarachai ; Mehdi, B. Layla ; Presser, Volker ; Holm, Christian ; Kondrat, Svyatoslav: How to speed up ion transport in nanopores. In: Nature Communications Bd. 11, Springer Science and Business Media LLC (2020)
- Brencher, Lukas ; Barth, Andrea: Hyperbolic Conservation Laws with Stochastic Discontinuous Flux Functions. In: Klöfkorn, R. ; Keilegavlen, E. ; Radu, F. A. ; Fuhrmann, J. (Hrsg.) ; Klöfkorn, R. ; Keilegavlen, E. ; Radu, F. A. ; Fuhrmann, J. (Hrsg.): Finite Volumes for Complex Applications IX : Methods, Theoretical Aspects, Examples, Springer Proceedings in Mathematics & Statistics : Springer, 2020 — ISBN 978-3-030-43650-6 and 978-3-030-43651-3, S. 265–273
- Buchfink, P. ; Haasdonk, B. ; Rave, S.: PSD-Greedy Basis Generation for Structure-Preserving Model Order Reduction of Hamiltonian Systems. In: Frolkovič, P. ; Mikula, K. ; Ševčovič, D. (Hrsg.) ; Frolkovič, P. ; Mikula, K. ; Ševčovič, D. (Hrsg.): Proceedings of the Conference Algoritmy 2020 : Vydavateľstvo SPEKTRUM, 2020 — ISBN 978-80-227-5032-5, S. 151–160
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- Chu, Xu ; Wu, Yongxiang ; Rist, Ulrich ; Weigand, Bernhard: Instability and transition in an elementary porous medium. In: Phys. Rev. Fluids Bd. 5, American Physical Society (2020), S. 44304
- Chu, Xu (初旭) ; Liu, Yanchao (刘雁超) ; Wang, Wenkang (王文康) ; Yang, Guang (杨光) ; Weigand, Bernhard ; Nemati, Hassan: Turbulence, pseudo-turbulence, and local flow topology in dispersed bubbly flow. In: Physics of Fluids Bd. 32 (2020), S. 83310
- Coltman, Edward ; Ackermann, Sina ; Becker, Beatrix ; Blatt, Markus ; Burbulla, Samuel ; Class, Holger ; Emmert, Simon ; Flemisch, Bernd ; u. a.: DuMuX 3.2.0, Zenodo (2020)
- Coltman, Edward ; Lipp, Melanie ; Vescovini, Andrea ; Helmig, Rainer: Obstacles, Interfacial Forms, and Turbulence: A Numerical Analysis of Soil--Water Evaporation Across Different Interfaces. In: Transport in Porous Media (2020)
- Cooper, A.M. ; Kästner, J. ; Urban, A. ; Artrith, N.: Efficient training of ANN potentials by including atomic forces via Taylor expansion and application to water and a transition-metal oxide. In: Npj Comput. Mater. Bd. 6 (2020), S. 54
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- de Souza, Fábio A. L. ; Sivaraman, Ganesh ; Fyta, Maria ; Scheicher, Ralph H. ; Scopel, Wanderlã L. ; Amorim, Rodrigo G.: Electrically sensing Hachimoji DNA nucleotides through a hybrid graphene/h-BN nanopore. In: Nanoscale Bd. 12, The Royal Society of Chemistry (2020), S. 18289–18295
- Denzel, Alexander ; Kästner, Johannes: Hessian Matrix Update Scheme for Transition State Search Based on Gaussian Process Regression. In: Journal of Chemical Theory and Computation Bd. 16, American Chemical Society (ACS) (2020), S. 5083–5089
- Diestelkämper, Ralf ; Herschel, Melanie: Tracing nested data with structural provenance for big data analytics. In: Proceedings of the International Conference on Extending Database Technology (EDBT), 2020, S. 253–264
- Diestelkämper, Ralf ; Herschel, Melanie: Distributed Tree-Pattern Matching in Big Data Analytics Systems. In: In Proceedings of the Conference on Advances in Databases and Information Systems (ADBIS), Lecture Notes in Computer Science : Springer, 2020, S. 171–186
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- Eisenkolb, I ; Jensch, A ; Eisenkolb, K ; Kramer, A ; Buchholz, Patrick ; Pleiss, Jürgen ; Spiess, A ; Radde, NE: Modeling of biocatalytic reactions: A workflow for model calibration, selection and validation using Bayesian statistics. In: AIChE J Bd. 66 (2020), S. e16866
- Ejaz, Fahad ; Guthke, Anneli ; Wöhling, Thomas ; Nowak, Wolfgang: Comprehensive uncertainty analysis for surface water and groundwater projections under climate change based on a lumped geo-hydrological model. In: Journal of Hydrology Bd. 626 (2023)
- Erdal, Daniel ; Xiao, Sinan ; Nowak, Wolfgang ; Cirpka, Olaf: Sampling Behavioral Model Parameters for Ensemble-based Sensitivity Analysis using Gaussian Process Emulation and Active Subspaces. In: Stochastic Environmental Research and Risk Assessment Bd. 34 (2020), S. 1813–1830
- Escher, Joachim ; Knopf, Patrik ; Lienstromberg, Christina ; Matioc, Bogdan-Vasile: Stratified periodic water waves with singular density gradients. In: Ann. Mat. Pura Appl. (4) Bd. 199 (2020), S. 1923–1959
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- Fernandez, Mauricio ; Fritzen, Felix: On the generation of periodic discrete structures with identical two-point correlation. In: Proceedings of the Royal Society A Bd. 476, The Royal Society Publishing (2020), S. 20200568
- Fernández, Mauricio ; Fritzen, Felix: On the generation of periodic discrete structures with identical two-point correlation. In: Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences Bd. 476 (2020), S. 20200568
- Fernández, Mauricio ; Fritzen, Felix: Construction of a class of sharp Löwner majorants for a set of symmetric matrices. In: Journal of Applied Mathematics Bd. 2020, Hindawi (2020), S. 1–18
- Fernández, Mauricio ; Rezaei, Shahed ; Mianroodi, Jaber Rezaei ; Fritzen, Felix ; Reese, Stefanie: Application of artificial neural networks for the prediction of interface mechanics: a study on grain boundary constitutive behavior. In: Advanced Modeling and Simulation in Engineering Sciences Bd. 7, Springer Science and Business Media LLC (2020), S. 27
- Fischer, Matthias ; Bauer, Gernot ; Gross, Joachim: Transferable Anisotropic United-Atom Mie (TAMie) Force Field: Transport Properties from Equilibrium Molecular Dynamic Simulations. In: Industrial & Engineering Chemistry Research Bd. 59, ACS Publications (2020), S. 8855–8869
- Fischer, Matthias ; Bauer, Gernot ; Gross, Joachim: Force Fields with Fixed Bond Lengths and with Flexible Bond Lengths: Comparing Static and Dynamic Fluid Properties. In: Journal of Chemical & Engineering Data Bd. 65, American Chemical Society (ACS) (2020), S. 1583–1593
- Flaig, Sascha: Prognose von Wasserständen in einem durch die Trinkwassergewinnung beeinflussten Moor-Grundwassersystem mithilfe eines künstlichen neuronalen Netzwerks : MSc Thesis, University of Stuttgart, 2020
- Flemisch, Bernd ; Hermann, Sibylle ; Holm, Christian ; Mehl, Miriam ; Reina, Guido ; Uekermann, Benjamin ; Boehringer, David ; Ertl, Thomas ; u. a.: Umgang mit Forschungssoftware an der Universität Stuttgart : Universität Stuttgart, 2020
- Fullstone, Gavin ; Bauer, Tabea L. ; Guttà, Cristiano ; Salvucci, Manuela ; Prehn, Jochen H. M. ; Rehm, Markus: The apoptosome molecular timer synergises with XIAP to suppress apoptosis execution and contributes to prognosticating survival in colorectal cancer. In: Cell Death & Differentiation (2020), S. 2828–2842
- Fullstone, Gavin ; Guttà, Cristiano ; Beyer, Amatus ; Rehm, Markus: The FLAME-accelerated signalling tool (FaST) for facile parallelisation of flexible agent-based models of cell signalling. In: npj Systems Biology and Applications Bd. 6 (2020), S. 10––
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- Gebhardt, Julia ; Kiesel, Matthias ; Riniker, Sereina ; Hansen, Niels: Combining Molecular Dynamics and Machine Learning to Predict Self-Solvation Free Energies and Limiting Activity Coefficients. In: Journal of Chemical Information and Modeling Bd. 60, American Chemical Society (ACS) (2020), S. 5319–5330
- Guisandez, Ignacio ; Perez-Diaz, Juan Ignacio ; Nowak, Wolfgang ; Haas, Jannik: Should environmental constraints be considered in linear programming based water value calculators? In: International Journal of Electrical Power & Energy Systems Bd. 117 (2020)
- Guttà, Cristiano ; Rahman, Arman ; Aura, Claudia ; Dynoodt, Peter ; Charles, Emilie M. ; Hirschenhahn, Elodie ; Joseph, Jesuchristopher ; Wouters, Jasper ; u. a.: Low expression of pro-apoptotic proteins Bax, Bak and Smac indicates prolonged progression-free survival in chemotherapy-treated metastatic melanoma. In: Cell Death & Disease Bd. 11, Springer Science and Business Media LLC (2020)
- Gygli, G ; Pleiss, Jürgen: Simulation Foundry: automated and F.A.I.R. molecular modelling. In: J Chem Inf Model Bd. 60 (2020), S. 1922–1927
- Gygli, G ; Xu, XM ; Pleiss, Jürgen: Meta-analysis of viscosity of aqueous deep eutectic solvents and their components. In: Sci Rep Bd. 10 (2020), S. 21395
- Gygli, Gudrun ; Pleiss, Juergen: Simulation foundry: Automated and FAIR molecular modeling. In: Journal of chemical information and modeling Bd. 60, ACS Publications (2020), S. 1922–1927
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- Hansen, Niels ; Öehlknecht, Christoph ; de Ruiter, Anita ; Lier, Bettina ; van Gunsteren, Wilfred F. ; Oostenbrink, Chris ; Gebhardt, Julia: A Suite of Advanced Tutorials for the GROMOS Biomolecular Simulation Software Article v1.0. In: Living Journal of Computational Molecular Science Bd. 2, University of Colorado at Boulder (2020)
- Hasan, Sharul ; Niasar, Vahid ; Karadimitriou, Nikolaos K ; Godinho, Jose RA ; Vo, Nghia T ; An, Senyou ; Rabbani, Arash ; Steeb, Holger: Direct characterization of solute transport in unsaturated porous media using fast X-ray synchrotron microtomography. In: Proceedings of the National Academy of Sciences Bd. 117, National Acad Sciences (2020), S. 23443–23449
- Heck, K. ; Coltman, E. ; Schneider, J. ; Helmig, R.: Influence of Radiation on Evaporation Rates: A Numerical Analysis. In: Water Resources Research Bd. 56, American Geophysical Union (AGU) (2020)
- Hertneck, M. ; Allgöwer, F.: Exploiting Information for Decentralized Periodic Event-Triggered Control. In: Proc. 59th IEEE Conf. Decision and Control (CDC). Jeju, South Korea, 2020, S. 4999–5004
- Hertneck, M. ; Linsenmayer, S. ; Allgöwer, F.: Stability Analysis for Nonlinear Weakly Hard Real-Time Control Systems. In: Proc. 21st IFAC World Congress. Berlin, Germany, 2020, S. 2632–2637
- Hertneck, M. ; Linsenmayer, S. ; Allgöwer, F.: Model-Based Nonlinear Periodic Event-Triggered Control for Continuous-Time Systems with Sampled-Data Prediction. In: Proc. European Control Conf. (ECC). Saint Petersburg, Russia, 2020, S. 1814–1819
- Heyen, Frank ; Munz, Tanja ; Neumann, Michael ; Ortega, Daniel ; Vu, Ngoc Thang ; Weiskopf, Daniel ; Sedlmair, Michael: ClaVis: An Interactive Visual Comparison System for Classifiers. In: Proceedings of the International Conference on Advanced Visual Interfaces, 2020, S. 1–9
- Hilder, Bastian: Modulating traveling fronts for the Swift-Hohenberg equation in the case of an additional conservation law. In: Journal of Differential Equations Bd. 269, Elsevier BV (2020), S. 4353–4380
- Hirche, M. ; Köhler, P. N. ; Müller, M. A. ; Allgöwer, F.: Distributed Model Predictive Control for Consensus of Constrained Heterogeneous Linear Systems. In: Proc. 59th IEEE Conf. on Decision and Control (CDC). Jeju Island, Republic of Korea, 2020, S. 1248–1253
- Hitz, Timon ; Keim, Jens ; Munz, Claus-Dieter ; Rohde, Christian: A parabolic relaxation model for the Navier-Stokes-Korteweg equations. In: Journal of Computational Physics Bd. 421, Elsevier (2020), S. 109714
- Holicki, Tobias ; Scherer, Carsten W.: Output-Feedback Synthesis for a Class of Aperiodic Impulsive Systems. In: IFAC-PapersOnline. Bd. 53, 2020, S. 7299–7304
- Holzmüller, David ; Steinwart, Ingo: Training two-layer ReLU networks with gradient descent is inconsistent. In: arXiv:2002.04861 (2020). — Published at https://jmlr.org/papers/v23/20-830.html
- Häufle, Daniel F. B. ; Wochner, Isabell ; Holzmüller, David ; Drieß, Danny ; Günther, Michael ; Schmitt, Syn: Muscles reduce neuronal information load : quantification of control effort in biological vs. robotic pointing and walking. In: Frontiers in Robotics and AI Bd. 7, Frontiers (2020), S. 77
- Häufle, Daniel F. B. ; Wochner, Isabell ; Holzmüller, David ; Driess, Danny ; Günther, Michael ; Schmitt, Syn: Muscles Reduce Neuronal Information Load : Quantification of Control Effort in Biological vs. Robotic Pointing and Walking. In: Frontiers In Robotics and AI Bd. 7, Frontiers Media (2020), S. 77
- Höge, Marvin ; Guthke, Anneli ; Nowak, Wolfgang: Bayesian Model Weighting: The Many Faces of Model Averaging. In: Water Bd. 12 (2020), S. 309
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- Imig, Dirke ; Pollak, Nadine ; Allgöwer, Frank ; Rehm, Markus: Sample-based modeling reveals bidirectional interplay between cell cycle progression and extrinsic apoptosis. In: PLOS Computational Biology Bd. 16, Public Library of Science (2020), S. 1–17
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- Kempter, Fabian ; Bechler, Florian ; Fehr, Jörg: Calibration Approach for Muscle Activated Human Models in Pre-Crash Maneuvers with a Driver-in-the-Loop Simulator. In: Proceedings in 6th Digital Human Modeling Symposium. Skövde, Sweden, 2020
- Kneifl, Jonas ; Fehr, Jörg: Machine Learning Algorithms for Learning Nonlinear Terms of Reduced Mechanical Models in Explicit Structural Dynamics. In: Proceedings in Applied Mathematics and Mechanics, SAMM2020 GAMM Juniors. (2020)
- Koch, A. ; Berberich, J. ; Allgöwer, F.: Verifying dissipativity properties from noise-corrupted input-state data. In: Proc. 59th IEEE Conf. on Decision and Control (CDC). Jeju, South Korea, 2020, S. 616–621
- Koch, Timo ; Flemisch, Bernd ; Helmig, Rainer ; Wiest, Roland ; Obrist, Dominik: A multiscale subvoxel perfusion model to estimate diffusive capillary wall conductivity in multiple sclerosis lesions from perfusion MRI data. In: International Journal for Numerical Methods in Biomedical Engineering Bd. 36, Wiley (2020), S. e3298
- Kunc, Oliver ; Fritzen, Felix: Many-scale finite strain computational homogenization via Concentric Interpolation. In: International Journal for Numerical Methods in Engineering Bd. 121 (2020), S. 4689–4716
- Kuritz, Karsten ; Stöhr, Daniela ; Maichl, Daniela Simone ; Pollak, Nadine ; Rehm, Markus ; Allgöwer, Frank: Reconstructing temporal and spatial dynamics from single-cell pseudotime using prior knowledge of real scale cell densities. In: Scientific Reports Bd. 10, Nature Publishing Group (2020), S. 3619
- Kurz, Marius ; Beck, Andrea: A machine learning framework for LES closure terms. In: ETNA - Electronic Transactions on Numerical Analysis (2020), S. 117–137 — ISBN 978-3-7001-8258-0
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- Lamanna, Grazia ; Steinhausen, Christoph ; Weckenmann, Florian ; Weigand, Bernhard ; Bork, Benjamin ; Preusche, Andreas ; Dreizler, Andreas ; Stierle, Rolf ; u. a.: Laboratory Experiments of High-Pressure Fluid Drops. In: High-Pressure Flows for Propulsion Applications : American Institute of Aeronautics and Astronautics, Inc., 2020, S. 49–109
- Lienstromberg, Christina ; Müller, Stefan: Local strong solutions to a quasilinear degenerate fourth-order thin-film equation. In: NoDEA Nonlinear Differential Equations Appl. Bd. 27 (2020), S. Paper No. 16, 28
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- Mangiagalli, M ; Carvalho, H ; Natalello, A ; Ferrario, V ; Pennati, ML ; Barbiroli, A ; Lotti, M ; Pleiss, J ; u. a.: Diverse effects of aqueous polar co-solvents on Candida antarctica lipase B. In: Int J Biol Macromol Bd. 150 (2020), S. 930–940
- Martin, T. ; Allgöwer, F.: Iterative data-driven inference of nonlinearity measures via successive graph approximation. In: Proc. 59th IEEE Conf. Decision and Control (CDC). Jeju, South Korea, 2020, S. 4760–4765
- Martin, T. ; Koch, A. ; Allgöwer, F.: Data-driven surrogate models for LTI systems via saddle-point dynamics. In: Proc. 21st IFAC World Congress. Berlin, Germany, 2020, S. 971–976
- Michalowsky, Simon ; Scherer, Carsten ; Ebenbauer, Christian: Robust and structure exploiting optimisation algorithms: An integral quadratic constraint approach. In: International Journal of Control Bd. 2020, Taylor & Francis (2020), S. 1–24
- Molpeceres, G. ; Zaverkin, Viktor ; Kästner, Johannes: Neural-network assisted study of nitrogen atom dynamics on amorphous solid water – I. adsorption and desorption. In: Mon. Not. R. Astron. Soc. Bd. 499 (2020), S. 1373–1384
- Munz, Tanja ; Schaefer, Noel ; Blascheck, Tanja ; Kurzhals, Kuno ; Zhang, Eugene ; Weiskopf, Daniel: Demo of a Visual Gaze Analysis System for Virtual Board Games. In: ACM Symposium on Eye Tracking Research and Applications, ETRA ’20 Adjunct. Stuttgart, Germany : Association for Computing Machinery, 2020
- Munz, Tanja ; Schäfer, Noel ; Blascheck, Tanja ; Kurzhals, Kuno ; Zhang, Eugene ; Weiskopf, Daniel: Comparative Visual Gaze Analysis for Virtual Board Games. In: Proceedings of the 13th International Symposium on Visual Information Communication and Interaction, VINCI ’20. Eindhoven, Netherlands : Association for Computing Machinery, 2020 — ISBN 9781450387507, S. 1–8
- Munz, Tanja ; Schäfer, Noel ; Blascheck, Tanja ; Kurzhals, Kuno ; Zhang, Eugene ; Weiskopf, Daniel: Supplemental Material for Comparative Visual Gaze Analysis for Virtual Board Games, DaRUS (2020)
- Müller, Philipp ; Sood, Ekta ; Bulling, Andreas: Anticipating Averted Gaze in Dyadic Interactions. In: ACM Symposium on Eye Tracking Research and Applications, ETRA ’20 Full Papers. Stuttgart, Germany : Association for Computing Machinery, 2020 — ISBN 9781450371339, S. 1–10
- Müller, Steffen: Symplectic Neural Networks (2020). — Bachelor Thesis, Univ.\ of Stuttgart
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- Naseri, Alireza ; Totounferoush, Amin ; González, Ignacio ; Mehl, Miriam ; Pérez-Segarra, Carlos David: A scalable framework for the partitioned solution of fluid--structure interaction problems. In: Computational Mechanics Bd. 66 (2020), S. 471–489
- Nguyen, Lu Trong Khiem ; Rambausek, Matthias ; Keip, Marc-André: Variational framework for distance-minimizing method in data-driven computational mechanics. In: Computer Methods in Applied Mechanics and Engineering Bd. 365, Elsevier BV (2020), S. 112898
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- Oladyshkin, S. ; Beckers, F. ; Kroeker, I. ; Mohammadi, F. ; Heredia, A. ; Noack, M. ; Flemisch, B. ; Wieprecht, S. ; u. a.: Uncertainty quantification using Bayesian arbitrary polynomial chaos for computationally demanding environmental modelling: conventional, sparse and adaptive strategy. In: Computational Methods in Water Resources (CMWR), 2020
- Oladyshkin, Sergey ; Mohammadi, Farid ; Kroeker, Ilja ; Nowak, Wolfgang: Bayesian3 Active Learning for the Gaussian Process Emulator Using Information Theory. In: Entropy Bd. 22, MDPI AG (2020), S. 890
- Oladyshkin, Sergey ; Mohammadi, Farid ; Kröker, Ilja ; Nowak, Wolfgang: Bayesian3 active learning for Gaussian process emulator using information theory. In: Entropy Bd. 22, Multidisciplinary Digital Publishing Institute (2020), S. 1–27
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- Pandey, Sandeep ; Chu, Xu ; Weigand, Bernhard ; Laurien, Eckart ; Schumacher, Jörg: Relaminarized and recovered turbulence under nonuniform body forces. In: Physical Review Fluids Bd. 5, American Physical Society (APS) (2020)
- Persson, D. ; Koch, A. ; Allgöwer, F.: Probabilistic H2-norm estimation via Gaussian process system identification. In: Proc. 21st IFAC World Congress. Berlin, Germany, 2020, S. 431–436
- Polukhov, Elten ; Keip, Marc-André: Computational homogenization of transient chemo-mechanical processes based on a variational minimization principle. In: Advanced Modeling and Simulation in Engineering Sciences Bd. 7, Springer Science and Business Media LLC (2020)
- Praditia, Timothy ; Walser, Thilo ; Oladyshkin, Sergey ; Nowak, Wolfgang: Improving Thermochemical Energy Storage Dynamics Forecast with Physics-Inspired Neural Network Architecture. In: Energies Bd. 13, MDPI AG (2020), S. 3873
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- Rehner, Philipp ; Gross, Joachim: Multiobjective Optimization of PCP-SAFT Parameters for Water and Alcohols Using Surface Tension Data. In: Journal of Chemical & Engineering Data Bd. 65, American Chemical Society (ACS) (2020), S. 5698–5707
- Reutzsch, Jonathan ; Kieffer-Roth, Corine ; Weigand, Bernhard: A consistent method for direct numerical simulation of droplet evaporation. In: Journal of Computational Physics, Elsevier (2020), S. 109455
- Rohde, Christian ; Tang, Hao: On a stochastic Camassa--Holm type equation with higher order nonlinearities. In: Journal of Dynamics and Differential Equations Bd. 33, Springer (2020), S. 1823–1852
- Rösinger, C. A. ; Scherer, C. W.: Lifting to Passivity for $H_2$-Gain-Scheduling Synthesis with Full Block Scalings (2020)
- Rösinger, Christian A. ; Scherer, Carsten W.: A Flexible Synthesis Framework of Structured Controllers for Networked Systems. In: IEEE Trans. Control Netw. Syst. Bd. 7 (2020), S. 6–18
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- Salm, Marie ; Barzen, Johanna ; Breitenbücher, Uwe ; Leymann, Frank ; Weder, Benjamin ; Wild, Karoline: The NISQ Analyzer: Automating the Selection of Quantum Computers for Quantum Algorithms. In: Proceedings of the 14th Symposium and Summer School on Service-Oriented Computing (SummerSOC 2020) : Springer International Publishing, 2020, S. 66–85
- Salm, Marie ; Barzen, Johanna ; Leymann, Frank ; Weder, Benjamin: About a Criterion of Successfully Executing a Circuit in the NISQ Era: What $wd 1/\epsilon_eff$ Really Means. In: Proceedings of the 1st ACM SIGSOFT International Workshop on Architectures and Paradigms for Engineering Quantum Software : ACM, 2020
- Sarap, Chandra Shekar ; Putra, Miftahussurur Hamidi ; Fyta, Maria: Domain-size effect on the electronic properties of two-dimensional $MoS_2/WS_2$. In: Phys. Rev. B Bd. 101, American Physical Society (2020), S. 75129
- Schepp, Laura L ; Ahrens, Benedikt ; Balcewicz, Martin ; Duda, Mandy ; Nehler, Mathias ; Osorno, Maria ; Uribe, David ; Steeb, Holger ; u. a.: Digital rock physics and laboratory considerations on a high-porosity volcanic rock. In: Scientific Reports Bd. 10, Nature Publishing Group (2020), S. 1–16
- Schepp, Laura L. ; Ahrens, Benedikt ; Balcewicz, Martin ; Duda, Mandy ; Nehler, Mathias ; Osorno, Maria ; Uribe, David ; Steeb, Holger ; u. a.: Digital rock physics and laboratory considerations on a high-porosity volcanic rock: micro-XRCT data sets. Brief. DaRUS.
- Schlottke, Karin ; Reutzsch, Jonathan ; Kieffer-Roth, Corine ; Weigand, Bernhard: Direct Numerical Simulations of Evaporating Droplets at Higher Temperatures: Application of a Consistent Numerical Approach. In: Droplet Interactions and Spray Processes : Springer International Publishing, 2020, S. 287–299
- Schneider, Martin ; Weishaupt, Kilian ; Gläser, Dennis ; Boon, Wietse M ; Helmig, Rainer: Coupling staggered-grid and MPFA finite volume methods for free flow/porous-medium flow problems. In: Journal of Computational Physics Bd. 401, Elsevier (2020), S. 109012
- Schäfer Rodrigues Silva, A. ; Guthke, A. ; Höge, M. ; Cirpka, O.A. ; Nowak, W.: Strategies for simplifying reactive transport models - a Bayesian model comparison. In: Water Resources Research Bd. 56 (2020), S. e2020WR028100
- Sinsbeck, M. ; Höge, M. ; Nowak, W.: Exploratory-phase-free estimation of GP hyperparameters in sequential design methods - at the example of Bayesian inverse problems. In: Frontiers in Artificial Intelligence, section AI in Food, Agriculture and Water Bd. 3 (2020), S. 1–16
- Sivaraman, Ganesh ; Krishnamoorthy, Anand Narayanan ; Baur, Matthias ; Holm, Christian ; Stan, Marius ; Csányi, Gábor ; Benmore, Chris ; Vázquez-Mayagoitia, Álvaro: Machine-learned interatomic potentials by active learning: amorphous and liquid hafnium dioxide. In: npj Computational Materials Bd. 6, Springer Science and Business Media LLC (2020)
- Sood, Ekta ; Tannert, Simon ; Frassinelli, Diego ; Bulling, Andreas ; Vu, Ngoc Thang: Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension. In: Proceedings of the 24th Conference on Computational Natural Language Learning. Online : Association for Computational Linguistics, 2020, S. 12–25
- Sood, Ekta ; Tannert, Simon ; Mueller, Philipp ; Bulling, Andreas: Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention. In: Larochelle, H. ; Ranzato, M. ; Hadsell, R. ; Balcan, M. F. ; Lin, H. (Hrsg.) ; Larochelle, H. ; Ranzato, M. ; Hadsell, R. ; Balcan, M. F. ; Lin, H. (Hrsg.): Advances in Neural Information Processing Systems. Bd. 33 : Curran Associates, Inc., 2020, S. 6327–6341
- Stierle, Rolf ; Gross, Joachim: A fast inverse Hankel Transform of first Order for computing vector-valued weight Functions appearing in Fundamental Measure Theory in cylindrical Coordinates. In: Fluid Phase Equilibria Bd. 511, Elsevier BV (2020), S. 112500
- Stierle, Rolf ; Sauer, Elmar ; Eller, Johannes ; Theiss, Marc ; Rehner, Philipp ; Ackermann, Philipp ; Gross, Joachim: Guide to efficient solution of PC-SAFT classical Density Functional Theory in various Coordinate Systems using fast Fourier and similar Transforms. In: Fluid Phase Equilibria Bd. 504, Elsevier BV (2020), S. 112306
- Stierle, Rolf ; Waibel, Christian ; Gross, Joachim ; Steinhausen, Christoph ; Weigand, Bernhard ; Lamanna, Grazia: On the Selection of Boundary Conditions for Droplet Evaporation and Condensation at high Pressure and Temperature Conditions from interfacial Transport Resistivities. In: International Journal of Heat and Mass Transfer Bd. 151, Elsevier BV (2020), S. 119450
- Stockinger, P ; Roth, S ; Müller, M ; Pleiss, J: Systematic evaluation of imine-reducing enzymes: Common principles in imine reductases, β-hydroxyacid dehydrogenases, and short-chain dehydrogenases/reductases. In: ChemBioChem (2020)
- Stöhr, Daniela ; Jeltsch, Albert ; Rehm, Markus: TRAIL receptor signaling: From the basics of canonical signal transduction toward its entanglement with ER stress and the unfolded protein response. In: Cell Death Regulation in Health and Disease-Part A, Academic Press (2020), S. 57
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