Kai Sundmacher

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 21

Top Topics

High Temperature

Top Venues

Comput. Chem. Eng.

Publications

Mikhail Kakanov, Sandesh Athni Hiremath, Andreas Voigt, Kai Sundmacher, Naim Bajçinca
Learnable Adaptive and Robust Controller for a Two Particle Carbonate Precipitation Process. ECC (2024)
Luisa Peterson, Jens Bremer, Kai Sundmacher
Challenges in data-based reactor modeling: A critical analysis of purely data-driven and hybrid models for a CSTR case study. Comput. Chem. Eng. 184 (2024)
Ion Victor Gosea, Luisa Peterson, Pawan Goyal, Jens Bremer, Kai Sundmacher, Peter Benner
Learning reduced-order Quadratic-Linear models in Process Engineering using Operator Inference. CoRR (2024)
Edgar Ivan Sanchez Medina, Steffen Linke, Martin Stoll, Kai Sundmacher
Gibbs-Helmholtz Graph Neural Network: capturing the temperature dependency of activity coefficients at infinite dilution. CoRR (2022)
Zihao Wang, Yageng Zhou, Teng Zhou, Kai Sundmacher
Identification of optimal metal-organic frameworks by machine learning: Structure decomposition, feature integration, and predictive modeling. Comput. Chem. Eng. 160 (2022)
Feng Qian, Yaochu Jin, Si-Zhao Joe Qin, Kai Sundmacher
Guest Editorial Special Issue on Deep Integration of Artificial Intelligence and Data Science for Process Manufacturing. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Jennifer Uebbing, Lorenz T. Biegler, Liisa K. Rihko-Struckmann, Sebastian Sager, Kai Sundmacher
Optimization of pressure swing adsorption via a trust-region filter algorithm and equilibrium theory. Comput. Chem. Eng. 151 (2021)
Andreas Himmel, Sebastian Sager, Kai Sundmacher
Time-minimal set point transition for nonlinear SISO systems under different constraints. Autom. 114 (2020)
Melanie Fachet, Carina Witte, Robert J. Flassig, Liisa K. Rihko-Struckmann, Zaid McKie-Krisberg, Jürgen E. W. Polle, Kai Sundmacher
Reconstruction and analysis of a carbon-core metabolic network for Dunaliella salina. BMC Bioinform. 21 (1) (2020)
Georg Liesche, Kai Sundmacher
Radiation-based model reduction for the optimization of high temperature tube bundle reactors: Synthesis of hydrogen cyanide. Comput. Chem. Eng. 127 (2019)
Dennis Pischel, Kai Sundmacher, Robert J. Flassig
Efficient simulation of intrinsic, extrinsic and external noise in biochemical systems. Bioinform. 34 (16) (2018)
Erdal Aydin, Dominique Bonvin, Kai Sundmacher
NMPC using Pontryagin's Minimum Principle-Application to a two-phase semi-batch hydroformylation reactor under uncertainty. Comput. Chem. Eng. 108 (2018)
Jörn H. Buchbinder, Dennis Pischel, Kai Sundmacher, Robert J. Flassig, Inna N. Lavrik
Quantitative single cell analysis uncovers the life/death decision in CD95 network. PLoS Comput. Biol. 14 (9) (2018)
Katharina Zähringer, Lisa-Maria Wagner, Dominique Thévenin, Patrick Siegmund, Kai Sundmacher
Particle-image-velocimetry measurements in organic liquid multiphase systems for an optimal reactor design and operation. J. Vis. 21 (1) (2018)
H. Eisenschmidt, M. Soumaya, Naim Bajçinca, Sabine Le Borne, Kai Sundmacher
Estimation of aggregation kernels based on Laurent polynomial approximation. Comput. Chem. Eng. 103 (2017)
Dennis Pischel, Kai Sundmacher, Robert J. Flassig
Efficient simulation of intrinsic, extrinsic and external noise in biochemical systems. Bioinform. 33 (14) (2017)
Erdal Aydin, Dominique Bonvin, Kai Sundmacher
Dynamic optimization of constrained semi-batch processes using Pontryagin's minimum principle - An effective quasi-Newton approach. Comput. Chem. Eng. 99 (2017)
Kevin McBride, Nicolas M. Kaiser, Kai Sundmacher
Integrated reaction-extraction process for the hydroformylation of long-chain alkenes with a homogeneous catalyst. Comput. Chem. Eng. 105 (2017)
Jens Bremer, Pawan Goyal, Lihong Feng, Peter Benner, Kai Sundmacher
POD-DEIM for efficient reduction of a dynamic 2D catalytic reactor model. Comput. Chem. Eng. 106 (2017)
Alexander Zinser, Liisa K. Rihko-Struckmann, Kai Sundmacher
Dynamic method for computation of chemical and phase equilibria. Comput. Chem. Eng. 89 (2016)
Nicolas M. Kaiser, Robert J. Flassig, Kai Sundmacher
Probabilistic reactor design in the framework of elementary process functions. Comput. Chem. Eng. 94 (2016)
Robert J. Flassig, Iryna Migal, Esther der Zalm, Liisa K. Rihko-Struckmann, Kai Sundmacher
Rational selection of experimental readout and intervention sites for reducing uncertainties in computational model predictions. BMC Bioinform. 16 (2015)
Sabine Le Borne, Lusine Shahmuradyan, Kai Sundmacher
Fast evaluation of univariate aggregation integrals on equidistant grids. Comput. Chem. Eng. 74 (2015)
Naim Bajçinca, Steffen Hofmann, Dmytro Bielievtsov, Kai Sundmacher
Approximate ODE models for population balance systems. Comput. Chem. Eng. 74 (2015)
Robert J. Flassig, Sandra Heise, Kai Sundmacher, Steffen Klamt
An effective framework for reconstructing gene regulatory networks from genetical genomics data. Bioinform. 29 (2) (2013)
Robert J. Flassig, Kai Sundmacher
Optimal design of stimulus experiments for robust discrimination of biochemical reaction networks. Bioinform. 28 (23) (2012)
Rayees Ahamed Imam, Hannsjörg Freund, Kai Sundmacher
Dynamics of liquid-liquid systems based on linear thermodynamics of irreversible processes. Comput. Chem. Eng. 35 (4) (2011)
Wolfram Heineken, Dietrich Flockerzi, Andreas Voigt, Kai Sundmacher
Dimension reduction of bivariate population balances using the quadrature method of moments. Comput. Chem. Eng. 35 (1) (2011)
Steffen Klamt, Robert J. Flassig, Kai Sundmacher
TRANSWESD: inferring cellular networks with transitive reduction. Bioinform. 26 (17) (2010)
Gabriel Radulescu, Jignesh Gangadwala, Nicolae Paraschiv, Achim Kienle, Kai Sundmacher
Dynamics of reactive distillation processes with potential liquid phase splitting based on equilibrium stage models. Comput. Chem. Eng. 33 (3) (2009)
Juan G. Díaz Ochoa, Andreas Voigt, Heiko Briesen, Kai Sundmacher
Time Dependent Virus Replication in Cell Cultures. Complex (1) (2009)
Jürgen Koch, Wolfgang Hackbusch, Kai Sundmacher
H-matrix methods for quadratic integral operators appearing in population balances. Comput. Chem. Eng. 32 (8) (2008)
Jürgen Koch, Wolfgang Hackbusch, Kai Sundmacher
H-matrix methods for linear and quasi-linear integral operators appearing in population balances. Comput. Chem. Eng. 31 (7) (2007)
Jignesh Gangadwala, Gabriel Radulescu, Achim Kienle, Kai Sundmacher
Computer aided design of reactive distillation processes for the treatment of waste waters polluted with acetic acid. Comput. Chem. Eng. 31 (11) (2007)
Frank Steyer, Dietrich Flockerzi, Kai Sundmacher
Equilibrium and rate-based approaches to liquid-liquid phase splitting calculations. Comput. Chem. Eng. 30 (2) (2005)