Benner, P.; Grivet-Talocia, S.; Quarteroni, A.; Rozza, G.; Schilders, W.; Silveira, L. M.: Preface to the second Volume of Model Order Reduction. Model Order Reduction: Volume 2: Snapshot-Based Methods and Algorithms, pp. V - VI (2021)

Benner, P.; Grivet-Talocia, S.; Quarteroni, A.; Rozza, G.; Schilders, W.; Silveira, L. M.: Preface to the first Volume of Model Order Reduction. Model Order Reduction: Volume 1: System- and Data-Driven Methods and Algorithms, pp. V - VIII (2021)

Benner, P.; Klawonn, A.; Stoll, M.: Topical Issue Scientific Machine Learning (1/2). Special Issue: Scientific Machine Learning ‐ Part I 44 (1), e202100005 (2021)

Benner, P.; Klawonn, A.; Stoll, M.: Topical Issue Scientific Machine Learning (2/2). GAMM Mitteilungen - Special Issue: Scientific Machine Learning ‐ Part II 44 (2), e202100005 (2021)

Benner, P.; Quintana-Ortì, E.; Saak, J.: Introduction to the Special Issue related to the Power Aware Computing Workshop 2019 — PACO 2019. International Journal of High Performance Computing Applications 35 (3), pp. 209 - 210 (2021)

Qian, F.; Jin, Y.; Qin, S. J.; Sundmacher, K.: Guest Editorial Special Issue on Deep Integration of Artificial Intelligence and Data Science for Process Manufacturing. IEEE Transactions on Neural Networks 32 (8), pp. 3294 - 3295 (2021)

Rapp, E.; Reichl, U.: Preface to Advances in Glycobiotechnology. Advances in Glycobiotechnology, pp. i - vi (2021)

Temmel, E.; Lorenz, H.: Preface to ”Advances in Industrial Crystallization”. Advances in Industrial Crystallization, ix (2021)

Temmel, E.; Lorenz, H.: Advances in Industrial Crystallization. Advances in Industrial Crystallization, pp. 1 - 4 (2021)

Zuyev, A.; Sklyar, G.: Preface. Stabilization of Distributed Parameter Systems: Design Methods and Applications, p. v (2021)

Lackner, K.; Schulze, P.: Autothermal direct air capture system. WO 2021/188547 A1 (2021)

Lorenz, H.; Tenberg, V.; Wünsche, S.; Seidel-Morgenstern, A.: Selektive Kristallisation: Vom Extrakt zum reinen Pharmazeutikum. (2021)

Triemer, S.; Vu, T. G.; Harriehausen, I.; Seidel-Morgenstern, A.: Grüne Verfahrenstechnik: Herstellung von Malariamedikamenten. (2021)

Ahmad, R.; Kleineberg, C.; Nasirimarekani , V.; Su , Y.-J.; Goli Pozveh , S.; Bae , A.; Sundmacher, K.; Bodenschatz, E.; Guido, I.; Vidaković-Koch, T. et al.; Gholami, A.: Light-powered reactivation of flagella and contraction of microtubules network: towards building an artificial cell. bioRxiv (2021)

Goyal, P. K.; Benner, P.: LQResNet: A Deep Neural Network Architecture for Learning Dynamic Processes. (2021)

Goyal, P. K.; Benner, P.: Learning Dynamics from Noisy Measurements using Deep Learning with a Runge-Kutta Constraint. The Symbiosis of Deep Learning and Differential Equations Workshop at NeurIPS 2021, 9 pages (2021)

Goyal, P. K.; Benner, P.: Learning Low-Dimensional Quadratic-Embeddings of High-Fidelity Nonlinear Dynamics using Deep Learning. (2021)

Kawahara, R.; Chernykh, A.; Alagesan, K.; Bern, M.; Cao, W.; Chalkley, R. J.; Cheng, K.; Choo, M. S.; Edwards, N.; Goldman, R. et al.; Hoffmann, M.; Hu, Y.; Huang, Y.; Kim, J. Y.; Kletter, D.; Liquet-Weiland, B.; Liu, M.; Mechref, Y.; Meng, B.; Neelamegham, S.; Nguyen-Khuong, T.; Nilsson, J.; Pap, A.; Park, G. W.; Parker, B. L.; Pegg, C. L.; Penninger, J. M.; Phung, T. K.; Pioch, M.; Rapp, E.; Sakalli, E.; Sanda, M.; Schulz, B. L.; Scott, N. E.; Sofronov, G.; Stadlmann, J.; Vakhrushev, S. Y.; Woo, C. M.; Wu, H.-Y.; Yang, P.; Ying, W.; Zhang, H.; Zhang, Y.; Zhao, J.; Zaia, J.; Haslam, S. M.; Palmisano, G.; Yoo, J. S.; Larson, G.; Khoo, K.-H.; Medzihradszky , K. F.; Kolarich, D.; Packer, N. H.; Thaysen-Andersen, M.: Community Evaluation of Glycoproteomics Informatics Solutions Reveals High-Performance Search Strategies of Serum N- and O-Glycopeptide Data. bioRxiv (2021)

Pelz, L.; Rüdiger, D.; Alnaji, F. G.; Genzel, Y.; Brooke, C. B.; Kupke, S. Y.; Reichl, U.: Semi-continuous propagation of influenza A virus and its defective interfering particles: analyzing the dynamic competition to select candidates for antiviral therapy. bioRxiv (2021)

Prerna , A.; Bdeir, N.; Gärtner, S.; Reiter, S.; Pelz, L.; Felgenhauer, U.; Reichl, U.; Ludwig, S.; Weber, F.; Hoffmann, M. et al.; Winkler, M.; Pöhlmann , S.: Interferon induction and not replication interference mainly determines anti-influenza virus activity of defective interfering particles. bioRxiv (2021)

Sarna, N.; Benner, P.: Learning Reduced Order Models from Data for Hyperbolic PDEs. (2021)

Van Den Bossche, T.; Kunath, B. J.; Schallert, K.; Schäpe, S. S.; Abraham, P. E.; Armengaud, J.; Arntzen, M. Ø.; Bassignani, A.; Benndorf, D.; Fuchs, S. et al.; Giannone, R. J.; Griffin, T. J.; Hagen, L. H.; Halder, R.; Henry, C.; Hettich, R. L.; Heyer, R.; Jagtap, P.; Jehmlich, N.; Jensen, M.; Juste, C.; Kleiner, M.; Langella, O.; Lehmann, T.; Leith, E.; May, P.; Mesuere, B.; Miotello, G.; Peters, S. L.; Pible, O.; Reichl, U.; Renard, B. Y.; Schiebenhoefer, H.; Scryba, A.; Tanca, A.; Trappe, K.; Trezzi, J.-P.; Uzzau, S.; Verschaffelt, P.; von Bergen, M.; Wilmes, P.; Wolf, M.; Martens, L.; Muth, T.: Critical Assessment of Metaproteome Investigation (CAMPI): A Multi-Lab Comparison of Established Workflows. bioRxiv (2021)

Zhang, Q.; Gosea, I. V.; Antoulas, A. C.: Factorization of the Loewner matrix pencil and its consequences. (2021)

Benner, P.; Werner, S. W. R.: SOMDDPA - Second-Order Modally-Damped Dominant Pole Algorithm (Version 2.0). (2021)

Benner, P.; Werner, S. W. R.: SOLBT - Limited Balanced Truncation for Large-Scale Sparse Second-Order Systems (Version 3.0). (2021)

Saak, J.; Köhler, M.; Benner, P.: M-M.E.S.S.-2.1 – the Matrix Equations Sparse Solvers Library. (2021)