Kai Sundmacher

44 papers Journal 41Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Toward Digital Twins for Power-to-X Processes: Comparing Surrogate Models for a Catalytic CO IEEE Trans Autom. Sci. Eng. Luisa Peterson, Ali Forootani, Edgar Ivan Sanchez Medina, Ion Victor Gosea, Kai Sundmacher, Peter Benner
2025	J	`jnl`	An analysis of optimization problems involving ReLU neural networks. CoRR Christoph Plate, Mirko Hahn, Alexander Klimek, Caroline Ganzer, Kai Sundmacher, Sebastian Sager
2025	J	`jnl`	Application of a temporal multiscale method for efficient simulation of degradation in PEM Water Electrolysis under dynamic operating conditions. Comput. Chem. Eng. Dayron Chang Dominguez, An Phuc Dam, Shaun M. Alia, Thomas Richter, Kai Sundmacher
2025	J	`jnl`	Digital twins in process engineering: An overview on computational and numerical methods. Comput. Chem. Eng. Luisa Peterson, Ion Victor Gosea, Peter Benner, Kai Sundmacher
2025	J	`jnl`	Graph Neural Networks embedded into Margules model for vapor-liquid equilibria prediction. CoRR Edgar Ivan Sanchez Medina, Kai Sundmacher
2025	J	`jnl`	Property prediction for ionic liquids without prior structural knowledge using limited experimental data: A data-driven neural recommender system leveraging transfer learning. CoRR Sahil Sethi, Kai Sundmacher, Caroline Ganzer
2025	J	`jnl`	Superstructure Optimization with Embedded Neural Networks for Sustainable Aviation Fuel Production. CoRR Alexander Klimek, Christoph Plate, Sebastian Sager, Kai Sundmacher, Caroline Ganzer
2024	J	`jnl`	Application of a Temporal Multiscale Method for Efficient Simulation of Degradation in PEM Water Electrolysis under Dynamic Operation. CoRR Dayron Chang Dominguez, An Phuc Dam, Thomas Richter, Kai Sundmacher, Shaun M. Alia
2024	J	`jnl`	Challenges in data-based reactor modeling: A critical analysis of purely data-driven and hybrid models for a CSTR case study. Comput. Chem. Eng. Luisa Peterson, Jens Bremer, Kai Sundmacher
2024	—	`conf`	Learnable Adaptive and Robust Controller for a Two Particle Carbonate Precipitation Process. ECC Mikhail Kakanov, Sandesh Athni Hiremath, Andreas Voigt, Kai Sundmacher, Naim Bajçinca
2024	J	`jnl`	Learning reduced-order Quadratic-Linear models in Process Engineering using Operator Inference. CoRR Ion Victor Gosea, Luisa Peterson, Pawan Goyal, Jens Bremer, Kai Sundmacher, Peter Benner
2022	J	`jnl`	Gibbs-Helmholtz Graph Neural Network: capturing the temperature dependency of activity coefficients at infinite dilution. CoRR Edgar Ivan Sanchez Medina, Steffen Linke, Martin Stoll, Kai Sundmacher
2022	J	`jnl`	Identification of optimal metal-organic frameworks by machine learning: Structure decomposition, feature integration, and predictive modeling. Comput. Chem. Eng. Zihao Wang, Yageng Zhou, Teng Zhou, Kai Sundmacher
2021	J	`jnl`	Guest Editorial Special Issue on Deep Integration of Artificial Intelligence and Data Science for Process Manufacturing. IEEE Trans. Neural Networks Learn. Syst. Feng Qian, Yaochu Jin, Si-Zhao Joe Qin, Kai Sundmacher
2021	J	`jnl`	Optimization of pressure swing adsorption via a trust-region filter algorithm and equilibrium theory. Comput. Chem. Eng. Jennifer Uebbing, Lorenz T. Biegler, Liisa K. Rihko-Struckmann, Sebastian Sager, Kai Sundmacher
2020	J	`jnl`	Reconstruction and analysis of a carbon-core metabolic network for Dunaliella salina. BMC Bioinform. Melanie Fachet, Carina Witte, Robert J. Flassig, Liisa K. Rihko-Struckmann, Zaid McKie-Krisberg, Jürgen E. W. Polle, Kai Sundmacher
2020	J	`jnl`	Time-minimal set point transition for nonlinear SISO systems under different constraints. Autom. Andreas Himmel, Sebastian Sager, Kai Sundmacher
2019	J	`jnl`	Radiation-based model reduction for the optimization of high temperature tube bundle reactors: Synthesis of hydrogen cyanide. Comput. Chem. Eng. Georg Liesche, Kai Sundmacher
2018	J	`jnl`	Efficient simulation of intrinsic, extrinsic and external noise in biochemical systems. Bioinform. Dennis Pischel, Kai Sundmacher, Robert J. Flassig
2018	J	`jnl`	NMPC using Pontryagin's Minimum Principle-Application to a two-phase semi-batch hydroformylation reactor under uncertainty. Comput. Chem. Eng. Erdal Aydin, Dominique Bonvin, Kai Sundmacher
2018	J	`jnl`	Particle-image-velocimetry measurements in organic liquid multiphase systems for an optimal reactor design and operation. J. Vis. Katharina Zähringer, Lisa-Maria Wagner, Dominique Thévenin, Patrick Siegmund, Kai Sundmacher
2018	J	`jnl`	Quantitative single cell analysis uncovers the life/death decision in CD95 network. PLoS Comput. Biol. Jörn H. Buchbinder, Dennis Pischel, Kai Sundmacher, Robert J. Flassig, Inna N. Lavrik
2017	J	`jnl`	Dynamic optimization of constrained semi-batch processes using Pontryagin's minimum principle - An effective quasi-Newton approach. Comput. Chem. Eng. Erdal Aydin, Dominique Bonvin, Kai Sundmacher
2017	J	`jnl`	Efficient simulation of intrinsic, extrinsic and external noise in biochemical systems. Bioinform. Dennis Pischel, Kai Sundmacher, Robert J. Flassig
2017	J	`jnl`	Estimation of aggregation kernels based on Laurent polynomial approximation. Comput. Chem. Eng. H. Eisenschmidt, M. Soumaya, Naim Bajçinca, Sabine Le Borne, Kai Sundmacher
2017	J	`jnl`	Integrated reaction-extraction process for the hydroformylation of long-chain alkenes with a homogeneous catalyst. Comput. Chem. Eng. Kevin McBride, Nicolas M. Kaiser, Kai Sundmacher
2017	J	`jnl`	POD-DEIM for efficient reduction of a dynamic 2D catalytic reactor model. Comput. Chem. Eng. Jens Bremer, Pawan Goyal, Lihong Feng, Peter Benner, Kai Sundmacher
2016	J	`jnl`	Dynamic method for computation of chemical and phase equilibria. Comput. Chem. Eng. Alexander Zinser, Liisa K. Rihko-Struckmann, Kai Sundmacher
2016	J	`jnl`	Probabilistic reactor design in the framework of elementary process functions. Comput. Chem. Eng. Nicolas M. Kaiser, Robert J. Flassig, Kai Sundmacher
2015	J	`jnl`	Approximate ODE models for population balance systems. Comput. Chem. Eng. Naim Bajçinca, Steffen Hofmann, Dmytro Bielievtsov, Kai Sundmacher
2015	J	`jnl`	Fast evaluation of univariate aggregation integrals on equidistant grids. Comput. Chem. Eng. Sabine Le Borne, Lusine Shahmuradyan, Kai Sundmacher
2015	J	`jnl`	Rational selection of experimental readout and intervention sites for reducing uncertainties in computational model predictions. BMC Bioinform. Robert J. Flassig, Iryna Migal, Esther der Zalm, Liisa K. Rihko-Struckmann, Kai Sundmacher
2014	—	`book`	Large-Scale Networks in Engineering and Life Sciences Peter Benner, Rolf Findeisen, Dietrich Flockerzi, Udo Reichl, Kai Sundmacher
2013	J	`jnl`	An effective framework for reconstructing gene regulatory networks from genetical genomics data. Bioinform. Robert J. Flassig, Sandra Heise, Kai Sundmacher, Steffen Klamt
2012	J	`jnl`	Optimal design of stimulus experiments for robust discrimination of biochemical reaction networks. Bioinform. Robert J. Flassig, Kai Sundmacher
2011	J	`jnl`	Dimension reduction of bivariate population balances using the quadrature method of moments. Comput. Chem. Eng. Wolfram Heineken, Dietrich Flockerzi, Andreas Voigt, Kai Sundmacher
2011	J	`jnl`	Dynamics of liquid-liquid systems based on linear thermodynamics of irreversible processes. Comput. Chem. Eng. Rayees Ahamed Imam, Hannsjörg Freund, Kai Sundmacher
2010	J	`jnl`	TRANSWESD: inferring cellular networks with transitive reduction. Bioinform. Steffen Klamt, Robert J. Flassig, Kai Sundmacher
2009	J	`jnl`	Dynamics of reactive distillation processes with potential liquid phase splitting based on equilibrium stage models. Comput. Chem. Eng. Gabriel Radulescu, Jignesh Gangadwala, Nicolae Paraschiv, Achim Kienle, Kai Sundmacher
2009	—	`conf`	Time Dependent Virus Replication in Cell Cultures. Complex (1) Juan G. Díaz Ochoa, Andreas Voigt, Heiko Briesen, Kai Sundmacher
2008	J	`jnl`	H-matrix methods for quadratic integral operators appearing in population balances. Comput. Chem. Eng. Jürgen Koch, Wolfgang Hackbusch, Kai Sundmacher
2007	J	`jnl`	Computer aided design of reactive distillation processes for the treatment of waste waters polluted with acetic acid. Comput. Chem. Eng. Jignesh Gangadwala, Gabriel Radulescu, Achim Kienle, Kai Sundmacher
2007	J	`jnl`	H-matrix methods for linear and quasi-linear integral operators appearing in population balances. Comput. Chem. Eng. Jürgen Koch, Wolfgang Hackbusch, Kai Sundmacher
2005	J	`jnl`	Equilibrium and rate-based approaches to liquid-liquid phase splitting calculations. Comput. Chem. Eng. Frank Steyer, Dietrich Flockerzi, Kai Sundmacher