[Buchbeitrag, Fachzeitschriftenartikel]
Bortz, Michael; Dadhe, Kai; Mitsos, Alexander
AI in Chemical Engineering : We Are Just at the Beginning
In: Chemie - Ingenieur - Technik, 93 (12), 1875-1875, 2021
[DOI: 10.1002/cite.202171202]

[Fachzeitschriftenartikel]
Houfani, Aicha Asma; Anders, Nico; Loogen, Judith; Heyman, Benedikt; Azzouz, Zahra; Bettache, Azzeddine; Büchs, Jochen; Benallaoua, Said
Lignocellulosic biomass degradation enzymes and characterization of cellulase and xylanase from Bosea sp. FBZP-16
In: Biomass Conversion and Biorefinery, 10, s13399-021-02044-1, 2021
[DOI: 10.1007/s13399-021-02044-1]

[Fachzeitschriftenartikel]
Marks, Caroline; Viell, Jörn
Acetosolv pretreatment of wood for biorefinery applications
In: Biomass Conversion and Biorefinery, 2021
[DOI: 10.1007/s13399-021-02023-6]

[Fachzeitschriftenartikel]
Schweidtmann, Artur M.; Esche, Erik; Fischer, Asja; Kloft, Marius; Repke, Jens-Uwe; Sager, Sebastian; Mitsos, Alexander
Machine Learning in Chemical Engineering : A Perspective
In: Chemie - Ingenieur - Technik, 1-12, 2021
[DOI: 10.1002/cite.202100083]

[Fachzeitschriftenartikel]
Liebal, Ulf Winfried; Köbbing, Sebastian; Netze, Linus; Schweidtmann, Artur M.; Mitsos, Alexander; Blank, Lars M.
Insight to Gene Expression From Promoter Libraries With the Machine Learning Workflow Exp2Ipynb
In: Frontiers in bioinformatics, 1, 747428, 2021
[DOI: 10.3389/fbinf.2021.747428]

[Fachzeitschriftenartikel]
Varelmann, Tim; Otashu, Joannah I.; Seo, Kyeongjun; Lipow, Adrian W.; Mitsos, Alexander; Baldea, Michael
A Decoupling Strategy for Protecting Sensitive Process Information in Cooperative Optimization of Power Flow
In: AIChE journal, e17429, 2021
[DOI: 10.1002/aic.17429]

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Lüthje, Jannik T.; Schulze, Jan Christoph; Caspari, Adrian; Mhamdi, Adel; Mitsos, Alexander; Schäfer, Pascal
Adaptive Learning of Hybrid Models for Nonlinear Model Predictive Control of Distillation Columns
In: IFAC-PapersOnLine, 54 (3), 37-42, 2021
[DOI: 10.1016/j.ifacol.2021.08.215]

[Fachzeitschriftenartikel]
Kaven, Luise Friederike; Wolff, Hanna Josefine; Wille, Lukas; Wessling, Matthias; Mitsos, Alexander; Viell, Jörn
In-line Monitoring of Microgel Synthesis : Flow versus Batch Reactor
In: Organic process research & development, 25 (9), 2039-2051, 2021
[DOI: 10.1021/acs.oprd.1c00087]

[Fachzeitschriftenartikel]
Djelassi, Hatim; Mitsos, Alexander; Stein, Oliver
Recent advances in nonconvex semi-infinite programming: Applications and algorithms
In: EURO journal on computational optimization, 9, 100006, 2021
[DOI: 10.1016/j.ejco.2021.100006]

[Fachzeitschriftenartikel]
Hao, Zhimian; Caspari, Adrian; Schweidtmann, Artur M.; Vaupel, Yannic; Lapkin, Alexei A.; Mhamdi, Adel
Efficient hybrid multiobjective optimization of pressure swing adsorption
In: The chemical engineering journal, 423, 130248, 2021
[DOI: 10.1016/j.cej.2021.130248]

[Fachzeitschriftenartikel]
Burkardt, Patrick; Ottenwälder, Tamara Sophia; König, Andrea; Viell, Jörn; Mitsos, Alexander; Wouters, Christian Guillaume Louise; Marquardt, Wolfgang; Pischinger, Stefan; Dahmen, Manuel
Toward co-optimization of renewable fuel blend production and combustion in ultra-high efficiency SI engines
In: International journal of engine research, 146808742110409, 2021
[DOI: 10.1177/14680874211040995]

[Fachzeitschriftenartikel]
Mucci, Simone; Bischi, Aldo; Briola, Stefano; Baccioli, Andrea
Small-scale adiabatic compressed air energy storage : Control strategy analysis via dynamic modelling
In: Energy conversion and management : ECM, 243, 114358, 2021
[DOI: 10.1016/j.enconman.2021.114358]

[Fachzeitschriftenartikel]
König, Andrea; Siska, Maximilian; Schweidtmann, Artur M.; Rittig, Jan Gerald; Viell, Jörn; Mitsos, Alexander; Dahmen, Manuel
Designing production-optimal alternative fuels for conventional, flexible-fuel, and ultra-high efficiency engines
In: Chemical engineering science = Génie chimique, 237, 116562, 2021
[DOI: 10.1016/j.ces.2021.116562]

[Fachzeitschriftenartikel]
Burre, Jannik; Bongartz, Dominik; Deutz, Sarah; Asmelash, Chalachew Mebrahtu; Osterthun, Ole; Sun, Ruiyan; Völker, Simon; Bardow, André; Klankermayer, Jürgen; Palkovits, Regina; Mitsos, Alexander
Comparing pathways for electricity-based production of dimethoxymethane as a sustainable fuel
In: Energy & environmental science (7), 3686-3699, 2021
[DOI: 10.1039/D1EE00689D]

[Fachzeitschriftenartikel]
Schweidtmann, Artur M.; Bongartz, Dominik; Grothe, Daniel; Kerkenhoff, Tim; Lin, Xiaopeng; Najman, Jaromil; Mitsos, Alexander
Deterministic global optimization with Gaussian processes embedded
In: Mathematical programming computation : MPC, 13 (3), 553-581, 2021
[DOI: 10.1007/s12532-021-00204-y]

[Fachzeitschriftenartikel]
Langiu, Marco; Shu, David Yang; Baader, Florian Joseph; Hering, Dominik; Bau, Uwe; Xhonneux, André; Müller, Dirk; Bardow, André; Mitsos, Alexander; Dahmen, Manuel
COMANDO: A Next-Generation Open-Source Framework for Energy Systems Optimization
In: Computers & chemical engineering, 152, 107366, 2021
[DOI: 10.1016/j.compchemeng.2021.107366]

[Fachzeitschriftenartikel]
Schweidtmann, Artur M.; Weber, Jana M.; Wende, Christian; Netze, Linus; Mitsos, Alexander
Obey validity limits of data-driven models through topological data analysis and one-class classification
In: Optimization and engineering, 22 Seiten, 2021
[DOI: 10.1007/s11081-021-09608-0]

[Fachzeitschriftenartikel]
Caspari, Adrian; Djelassi, Hatim; Mhamdi, Adel; Biegler, Lorenz T.; Mitsos, Alexander
Semi-infinite programming yields optimal disturbance model for offset-free nonlinear model predictive control
In: Journal of process control, 101, 35-51, 2021
[DOI: 10.1016/j.jprocont.2021.03.005]

[Fachzeitschriftenartikel]
Vaupel, Yannic; Huster, Wolfgang Raphael; Mhamdi, Adel; Mitsos, Alexander
Optimal operating policies for organic Rankine cycles for waste heat recovery under transient conditions
In: Energy : the international journal, 224, 120126, 2021
[DOI: 10.1016/j.energy.2021.120126]

[Fachzeitschriftenartikel]
Djelassi, Hatim; Mitsos, Alexander
Global Solution of Semi-infinite Programs with Existence Constraints
In: Journal of optimization theory and applications, 188 (3), 863–881, 2021
[DOI: 10.1007/s10957-021-01813-2]

[Fachzeitschriftenartikel]
Najman, Jaromil; Bongartz, Dominik; Mitsos, Alexander
Linearization of McCormick relaxations and hybridization with the auxiliary variable method
In: Journal of global optimization, 80 (4), 731–756, 2021
[DOI: 10.1007/s10898-020-00977-x]

[Fachzeitschriftenartikel]
Pistikopoulos, E. N.; Barbosa-Povoa, Ana; Lee, Jay H.; Misener, Ruth; Mitsos, Alexander; Reklaitis, G. V.; Venkatasubramanian, V.; You, Fengqi; Gani, Rafiqul
Process systems engineering : The generation next?
In: Computers & chemical engineering : CACE, 147, 107252, 2021
[DOI: 10.1016/j.compchemeng.2021.107252]

[Fachzeitschriftenartikel]
Faust, Johannes Michael Magnus; Hamzehlou, Shaghayegh; Leiza, Jose R.; Asua, José M.; Mhamdi, Adel; Mitsos, Alexander
Closed-loop in-silico control of a two-stage emulsion polymerization to obtain desired particle morphologies
In: The chemical engineering journal, 414, 128808, 2021
[DOI: 10.1016/j.cej.2021.128808]

[Fachzeitschriftenartikel]
Felton, Kobi C.; Rittig, Jan Gerald; Lapkin, Alexei A.
Summit: Benchmarking Machine Learning Methods for Reaction Optimisation
In: Chemistry methods, 1 (2), 116-122, 2021
[DOI: 10.1002/cmtd.202000051]

[Fachzeitschriftenartikel]
Vaupel, Yannic; Schulze, Jan Christoph; Mhamdi, Adel; Mitsos, Alexander
Nonlinear model predictive control of organic Rankine cycles for automotive waste heat recovery : Is it worth the effort?
In: Journal of process control, 99, 19-27, 2021
[DOI: 10.1016/j.jprocont.2021.01.003]

[Fachzeitschriftenartikel]
Schulze, Jan Christoph; Caspari, Adrian; Offermanns, Christoph; Mhamdi, Adel; Mitsos, Alexander
Nonlinear Model Predictive Control of Ultra-High-Purity Air Separation Units using Transient Wave Propagation Model
In: Computers & chemical engineering, 145, 107163, 2020
[DOI: 10.1016/j.compchemeng.2020.107163]

[Fachzeitschriftenartikel]
Echtermeyer, Alexander Walter Wilhelm; Marks, Caroline; Mitsos, Alexander; Viell, Jörn
EXPRESS: Inline Raman Spectroscopy and Indirect Hard Modeling for Concentration Monitoring of Dissociated Acid Species
In: Applied spectroscopy, 75 (5), 506-519, 2020
[DOI: 10.1177/0003702820973275]

[Fachzeitschriftenartikel]
Bremen, Andreas Michael; Ploch, Tobias Michael; Mhamdi, Adel; Mitsos, Alexander
A Mechanistic Model of Direct Forsterite Carbonation
In: The chemical engineering journal, 404, 126480, 2020
[DOI: 10.1016/j.cej.2020.126480]

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Doncevic, Danimir T.; Schweidtmann, Artur M.; Vaupel, Yannic; Schäfer, Pascal; Caspari, Adrian; Mitsos, Alexander
Deterministic Global Nonlinear Model Predictive Control with Neural Networks Embedded
In: IFAC-PapersOnLine, 53 (2), 5273-5278, 2020
[DOI: 10.1016/j.ifacol.2020.12.1207]

[Fachzeitschriftenartikel]
Nöth, Maximilian; Gau, Elisabeth; Jung, Falco Constantin; Davari, Mehdi D.; El-Awaad, Islam; Pich, Andrij; Schwaneberg, Ulrich
Biocatalytic microgels (μ-Gelzymes) : synthesis, concepts, and emerging applications
In: Green chemistry : GC, 22 (23), 8183-8209, 2020
[DOI: 10.1039/D0GC03229H]

[Fachzeitschriftenartikel]
Burre, Jannik; Bongartz, Dominik; Mitsos, Alexander
Corrigendum: "Production of Oxymethylene Dimethyl Ethers from Hydrogen and Carbon Dioxide : Part I: Modeling and Analysis for OME$_{1}$ & Part II: Modeling and Analysis for OME$_{3–5}$"
In: Industrial & engineering chemistry research, 59 (49), 21615-21616, 2020
[DOI: 10.1021/acs.iecr.0c05592]

[Fachzeitschriftenartikel, Fachzeitschriftenartikel]
Huster, Wolfgang Raphael; Huster, Wolfgang Raphael; Schweidtmann, Artur M.; Schweidtmann, Artur M.; Mitsos, Alexander; Mitsos, Alexander
Globally optimal working fluid mixture composition for geothermal power cycles
In: Energy : the international journal, 212, 118731, 2020
[DOI: 10.1016/j.energy.2020.118731]

[Fachzeitschriftenartikel]
Jung, Falco Constantin; Ksiazkiewicz, Agnieszka; Mhamdi, Adel; Pich, Andrij; Mitsos, Alexander
Model-Based Optimization of Microgel Synthesis in the μm Size Range
In: Industrial & engineering chemistry research, 59 (46), 20437–20446, 2020
[DOI: 10.1021/acs.iecr.0c04286]

[Buchbeitrag, Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Weber, Jana M.; Schweidtmann, Artur M.; Nolasco, Edouardo; Lapkin, Alexei A.
Modelling Circular Structures in Reaction Networks : Petri Nets and Reaction Network Flux Analysis
In: Computer aided chemical engineering, 48, 1843-1848, 2020
[DOI: 10.1016/B978-0-12-823377-1.50308-6]

[Buchbeitrag, Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Caspari, Adrian; Fahr, Steffen R.; Offermanns, Christian; Mhamdi, Adel; Biegler, Lorenz T.; Mitsos, Alexander
Optimal Start-Up of Air Separation Processes using Dynamic Optimization with Complementarity Constraints
In: Computer aided chemical engineering, 48, 1147-1152, 2020
[DOI: 10.1016/B978-0-12-823377-1.50192-0]

[Buchbeitrag, Fachzeitschriftenartikel]
Schäfer, Pascal; Caspari, Adrian; Schweidtmann, Artur M.; Vaupel, Yannic; Mhamdi, Adel; Mitsos, Alexander
The Potential of Hybrid Mechanistic/Data‐Driven Approaches for Reduced Dynamic Modeling : Application to Distillation Columns
In: Chemie - Ingenieur - Technik : CIT, 92 (12), 1910-1920, 2020
[DOI: 10.1002/cite.202000048]

[Fachzeitschriftenartikel]
Sun, Ruiyan; Asmelash, Chalachew Mebrahtu; Hofmann, Jan Philipp; Bongartz, Dominik; Burre, Jannik; Gierlich, Christian Henning; Hausoul, Peter J. C.; Mitsos, Alexander; Palkovits, Regina
Hydrogen-efficient non-oxidative transformation of methanol into dimethoxymethane over a tailored bifunctional Cu catalyst
In: Sustainable energy & fuels, 5 (1), 117-126, 2020
[DOI: 10.1039/D0SE01314E]

[Fachzeitschriftenartikel]
Schweidtmann, Artur M.; Rittig, Jan Gerald; König, Andrea; Grohe, Martin; Mitsos, Alexander; Dahmen, Manuel
Graph Neural Networks for Prediction of Fuel Ignition Quality
In: Energy & fuels, 34 (9), 11395-11407, 2020
[DOI: 10.1021/acs.energyfuels.0c01533]

[Abstract, Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Hofstede, Jordy; Lindmeyer, Martin; Mitsos, Alexander; Viell, Jörn
A method for systematic identification of chemical and biotechnological processes for decentral, modular processing
In: Chemie - Ingenieur - Technik : CIT, 92 (9), P5.82, 2020
[DOI: 10.1002/cite.202055287]

[Fachzeitschriftenartikel]
Zhao, Xiao; Ploch, Tobias Michael; Noack, Stephan; Wiechert, Wolfgang; Mitsos, Alexander; von Lieres, Eric
Analysis of the local well‐posedness of optimization‐constrained differential equations by local optimality conditions
In: AIChE journal, 66 (10), e16548, 2020
[DOI: 10.1002/aic.16548]

[Fachzeitschriftenartikel]
Cumpston, Jeff; Herding, Robert; Lechtenberg, Fabian; Offermanns, Christoph; Thebelt, Alexander; Roh, Kosan
Design of 24/7 continuous hydrogen production system employing the solar-powered thermochemical S-I cycle
In: International journal of hydrogen energy, 45 (46), 24383-24396, 2020
[DOI: 10.1016/j.ijhydene.2020.05.185]

[Fachzeitschriftenartikel]
Schäfer, Pascal; Daun, Torben M.; Mitsos, Alexander
Do investments in flexibility enhance sustainability? : A simulative study considering the German electricity sector
In: AIChE journal, 66 (11), e17010, 2020
[DOI: 10.1002/aic.17010]

[Fachzeitschriftenartikel]
Schäfer, Pascal; Schweidtmann, Artur M.; Mitsos, Alexander
Nonlinear scheduling with time-variable electricity prices using sensitivity-based truncations of wavelet transforms
In: AIChE journal, 66 (10), e16986, 2020
[DOI: 10.1002/aic.16986]

[Fachzeitschriftenartikel]
Kappatou, Chrysoula Dimitra; Ehsani, Alireza; Niedenführ, Sebastian; Mhamdi, Adel; Schuppert, Andreas; Mitsos, Alexander
Quality-targeting dynamic optimization of monoclonal antibody production
In: Computers & chemical engineering, 142, 107004, 2020
[DOI: 10.1016/j.compchemeng.2020.107004]

[Buchbeitrag, Fachzeitschriftenartikel]
König, Andrea; Marquardt, Wolfgang; Mitsos, Alexander; Viell, Jörn; Dahmen, Manuel
Integrated design of renewable fuels and their production processes : recent advances and challenges
In: Current opinion in chemical engineering, 27, 45-50, 2019
[DOI: 10.1016/j.coche.2019.11.001]

[Fachzeitschriftenartikel]
dos Santos Schultz, Eduardo; Sheibat-Othman, Nida; Mitsos, Alexander; Mhamdi, Adel
Model-Based Optimization of Semibatch Emulsion Polymerization of Styrene
In: Industrial & engineering chemistry research, 59 (37), 16368-16379, 2020
[DOI: 10.1021/acs.iecr.0c02771]

[Fachzeitschriftenartikel]
Gjerga, Enio; Trairatphisan, Panuwat; Gabor, Attila; Koch, Hermann; Chevalier, Celine; Ceccarelli, Franceco; Dugourd, Aurelien; Mitsos, Alexander; Saez-Rodriguez, Julio
Converting networks to predictive logic models from perturbation signalling data with CellNOpt
In: Bioinformatics, 36 (16), 4523–4524, 2020
[DOI: 10.1093/bioinformatics/btaa561]

[Fachzeitschriftenartikel]
Ploch, Tobias Michael; von Lieres und Wilkau, Eric; Wiechert, Wolfgang; Mitsos, Alexander; Hannemann-Tamás, Ralf
Simulation of differential-algebraic equation systems with optimization criteria embedded in Modelica
In: Computers & chemical engineering, 140, 106920, 2020
[DOI: 10.1016/j.compchemeng.2020.106920]

[Fachzeitschriftenartikel]
Vaupel, Yannic; Hamacher, Nils C.; Caspari, Adrian; Mhamdi, Adel; Kevrekidis, Ioannis G.; Mitsos, Alexander
Accelerating nonlinear model predictive control through machine learning
In: Journal of process control, 92, 261-270, 2020
[DOI: 10.1016/j.jprocont.2020.06.012]

[Fachzeitschriftenartikel]
Huster, Wolfgang Raphael; Schweidtmann, Artur M.; Lüthje, Jannik T.; Mitsos, Alexander
Deterministic global superstructure-based optimization of an organic Rankine cycle
In: Computers & chemical engineering, 141, 106996, 2020
[DOI: 10.1016/j.compchemeng.2020.106996]