[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]

[Buchbeitrag, Fachzeitschriftenartikel]
Tiso, Till; Ihling, Nina; Kubicki, Sonja; Biselli, Andreas; Schonhoff, Andreas; Bator, Isabel; Thies, Stephan; Karmainski, Tobias; Kruth, Sebastian; Willenbrink, Anna-Lena; Loeschcke, Anita; Zapp, Petra; Jupke, Andreas; Jaeger, Karl-Erich; Büchs, Jochen; Blank, Lars M.
Integration of Genetic and Process Engineering for Optimized Rhamnolipid Production Using Pseudomonas putida
In: Frontiers in Bioengineering and Biotechnology, 8, 976, 2020
[DOI: 10.3389/fbioe.2020.00976]

[Fachzeitschriftenartikel]
Evdochenko, Elizaveta; Kamp, Johannes; Femmer, R.; Xu, Y.; Nikonenko, V. V.; Wessling, Matthias
Unraveling the effect of charge distribution in a polyelectrolyte multilayer nanofiltration membrane on its ion transport properties
In: Journal of membrane science, 611, 118045, 2020
[DOI: 10.1016/j.memsci.2020.118045]

[Fachzeitschriftenartikel]
Biselli, Andreas; Willenbrink, Anna-Lena; Leipnitz, Martin; Jupke, Andreas
Development, evaluation, and optimisation of downstream process concepts for rhamnolipids and 3-(3-hydroxyalkanoyloxy)alkanoic acids
In: Separation and purification technology, 250, 117031, 2020
[DOI: 10.1016/j.seppur.2020.117031]

[Poster]
Rittig, Jan Gerald; Schweidtmann, Artur M.; König, Andrea; Ackermann, Philipp; Dahmen, Manuel; Grohe, Martin; Mitsos, Alexander
Graph Neural Networks for Prediction of Fuel Ignition Quality
In: Fuel Science - From Production to Propulsion Aachen online 2020-06-23 - 2020-06-25, 2020

[Poster]
Jorayev, P; Russo, D.; Schweidtmann, Artur M.; Deutsch, P.; Lapkin, A.
Multi-objective Bayesian optimisation of a tree-step synthesis of terephthalic acid from crude sulphate turpentine
In: 3. Machine Learning and AI in (Bio)chemical engineering conference Cambridge online 2020-07-08 - 2020-07-09, 2020

[Talk (non-conference)]
Schweidtmann, Artur M.; Mitsos, Alexander
Global optimization with machine-learning models embedded
In: Seminar - Department of Chemical Engineering, Carnegie Mellon University. Pittsburgh 2019-10-24 - 2019-10-24, 2020

[Talk (non-conference)]
Schweidtmann, Artur M.; Bongartz, Dominik; Huster, Wolfgang Raphael; Najman, Jaromil; Rall, Deniz Patrick; Wessling, Matthias; Lapkin, A.; Mitsos, Alexander
Combining machine learning and optimization for optimal design and operation of processes
In: Data analytics community, BASF Ludwigshafen 2020-06-18 -, 2020

[Konferenzbeitrag]
Rall, Deniz Patrick; Schweidtmann, Artur M.; Aumeier, Benedikt Maximilian; Kamp, Johannes; Mitsos, Alexander; Wessling, Matthias
Simultaneous data-driven development of membranes and processes
In: International Membrane Science & Technology Conference. Sydney 2020-02-02 - 2020-02-06, 2020

[Konferenzbeitrag]
Schweidtmann, Artur M.; Mitsos, Alexander
Global optimization with hybrid models embedded
In: Symposium on Artificial Intelligence in Chemical Engineering. Zürich 2020-02-05 - 2020-02-07, 2020

[Konferenzbeitrag]
Rittig, Jan Gerald; Schweidtmann, Artur M.; König, Andrea; Dahmen, Manuel; Grohe, Martin; Mitsos, Alexander
Deep End-To-End Learning on Molecular Graphs for Physico-Chemical Property Prediction using Graph Neural Networks
In: 3. International Conference on Machine Learning and AI in (bio)Chemical Engineering Cambridge online 2020-07-08 - 2020-07-09, 2020

[Konferenzbeitrag]
Schweidtmann, Artur M.; Bongartz, Dominik; Najman, Jaromil; Mitsos, Alexander
Maximizing the acquisition function of Bayesian optimization to guaranteed global optimality
In: 3. International Conference on Machine Learning and AI in (bio)Chemical Engineering. Cambridge online 2020-07-08 - 2020-07-09, 2020

[Poster]
Ackermann, Philipp; König, Andrea; Dahmen, Manuel; Viell, Jörn; Mitsos, Alexander
Model-Based Fuel Design: Towards Well-to-Wheel Optimization
In: Fuel Science - From Production to Propulsion Aachen online 2020-06-23 - 2020-06-25, 2020

[Konferenzbeitrag]
König, Andrea; Siska, Maximilian; Viell, Jörn; Mitsos, Alexander; Dahmen, Manuel
Model-Based Design of Gasoline/Renewable Fuel Blends by Simultaneous Product- and Process Optimization
In: Fuel Science - From Production to Propulsion Aachen online 2020-06-23 - 2020-06-25, 2020

[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]

[Abstract, Beitrag zu einem Tagungsband]
Karacasulu, Kaan; Echtermeyer, Alexander Walter Wilhelm; Kabatnik, Christoph; Scheffczyk, Jan David; Bardow, André; Viell, Jörn; Mitsos, Alexander
Process-Based Co-Solvent Screening for Optimal Conversion of Biomass
In: Fuel Science - From Production to Propulsion : 8th International Conference, June 23 to 25, 2020 : Book of Abstracts, 2020

[Fachzeitschriftenartikel]
Bell, Daniel Josef; Wiese, Monika; Schönberger, Ariel Augusto; Wessling, Matthias
Catalytically Active Hollow Fiber Membranes with Enzyme-Embedded Metal-Organic Framework Coating
In: Angewandte Chemie / International edition, 59 (37), 16047-16053, 2020
[DOI: 10.1002/anie.202003287]

[Fachzeitschriftenartikel]
Kopp, Wassja Alexander; Kröger, Leif Christian; Döntgen, Malte; Jacobs, Sascha; Burke, Ultan; Curran, Henry J.; Heufer, Karl Alexander; Leonhard, Kai
Corrigendum to ``Detailed kinetic modeling of dimethoxymethane. Part I: Ab initio thermochemistry and kinetics predictions for key reactions'' [Combust. Flame (189) 433-442]
In: Combustion and flame, 218, 27, 2020
[DOI: 10.1016/j.combustflame.2020.03.020]

[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]
Rommerskirchen, Alexandra Klara Elisabeth; Linnartz, Christian Jürgen; Egidi, Franziska; Kendir, Sefkan; Wessling, Matthias
Flow-electrode capacitive deionization enables continuous and energy-efficient brine concentration
In: Desalination : the international journal on the science and technology of desalting and water purification, 490, 114453, 2020
[DOI: 10.1016/j.desal.2020.114453]

[Fachzeitschriftenartikel]
Nies, Salome; Dinger, Robert; Chen, Yan; Wordofa, Gossa G.; Kristensen, Mette; Schneider, Konstantin; Büchs, Jochen; Petzold, Christopher J.; Keasling, Jay D.; Blank, Lars M.; Ebert, Birgitta Elisabeth
Systems Analysis of NADH Dehydrogenase Mutants Reveals Flexibility and Limits of Pseudomonas taiwanensis VLB120’s Metabolism
In: Applied and environmental microbiology, 86 (11), e03038-19, 2020
[DOI: 10.1128/AEM.03038-19]

[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]

[Konferenzbeitrag]
Tsay, Calvin; Caspari, Adrian; Mhamdi, Adel; Baldea, Michael; Mitsos, Alexander
The Integration of Scheduling and Control: Top-Down vs. Bottom-Up
In: IRTG Annuel Workshop Bielefeld 2020-07-15 - 2020-07-15, 2020

[Fachzeitschriftenartikel]
Jäger, Vera D.; Lamm, Robin; Küsters, Kira; Ölçücü, Gizem; Oldiges, Marco; Jaeger, Karl-Erich; Büchs, Jochen; Krauss, Ulrich
Catalytically-active inclusion bodies for biotechnology—general concepts, optimization, and application
In: Applied microbiology and biotechnology, 104 (17), 7313-7329, 2020
[DOI: 10.1007/s00253-020-10760-3]

[Buchbeitrag, Fachzeitschriftenartikel]
Remmen, Kirsten; Müller, Barbara; Köser, Joachim; Wessling, Matthias; Wintgens, Thomas Josef
Assessment of Layer-By-Layer Modified Nanofiltration Membrane Stability in Phosphoric Acid
In: Membranes, 10 (4), 61, 2020
[DOI: 10.3390/membranes10040061]

[Buchbeitrag, Fachzeitschriftenartikel]
Anders, Nico; van Ohlen, Maike; Jestel, Tim Alexander; Herbst, Laura Marie; Jmel, Mohamed Amine; Smaali, Issam; Spiess, Antje C.
Uncover aldehydes in biomass hydrolyzates : disproportionation of aldehydes in alkaline solution and subsequent measurement using an automated HPAEC-PAD method
In: Analytical and bioanalytical chemistry, 412 (23), 5593-5600, 2020
[DOI: 10.1007/s00216-020-02775-6]

[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]

[Abstract, Beitrag zu einem Tagungsband]
Deshmukh, Abhishek Yashwant; Davidovic, Marco; Grenga, Temistocle; Schumacher, Leif; Kirsch, Valeri; Palmer, Johannes; Reddemann, Manuel Armin; Hofmeister, Marius; Wildenberg, Alina; Jacobs, Sascha; vom Lehn, Florian Alexander; Cai, Liming; Ottenwälder, Tamara Sophia; Pischinger, Stefan; Leonhard, Kai; Heufer, Karl Alexander; Schmitz, Katharina; Kneer, Reinhold; Pitsch, Heinz
Bio-hybrid Fuels: From Molecular Structure to Combustion and Emissions
In: Fuel Science - From Production to Propulsion ; 8th International Conference, June 23 to 25, 2020, Online : Book of Abstracts, 109-111, 2020

[Fachzeitschriftenartikel]
Vehrenberg, Jan; Vepsäläinen, Mikko; Macedo, David S.; Rubio-Martinez, Marta; Webster, Nathan A. S.; Wessling, Matthias
Steady-state electrochemical synthesis of HKUST-1 with polarity reversal
In: Microporous and mesoporous materials, 303, 110218, 2020
[DOI: 10.1016/j.micromeso.2020.110218]

[Fachzeitschriftenartikel]
Schulte, Jann; Stöckermann, Manuel; Gebhardt, Ronald
Influence of pH on the stability and structure of single casein microparticles
In: Food hydrocolloids, 105, 105741, 2020
[DOI: 10.1016/j.foodhyd.2020.105741]

[Fachzeitschriftenartikel]
Percin, Korcan; Zoellner, Oliver; Rall, Deniz Patrick; Wessling, Matthias
A Tubular Electrochemical Reactor for Slurry Electrodes
In: ChemElectroChem, 7 (12), 2665-2671, 2020
[DOI: 10.1002/celc.202000616]

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Thill, Sebastian; Schmidt, Thomas; Wöll, Dominik; Gebhardt, Ronald
Single particle tracking as a new tool to characterise the rennet coagulation process
In: International dairy journal, 105, 104659, 2020
[DOI: 10.1016/j.idairyj.2020.104659]

[Fachzeitschriftenartikel]
Huster, Wolfgang Raphael; Schweidtmann, Artur M.; Lüthje, Jannik Torben; 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]

[Fachzeitschriftenartikel]
Hampel, Uwe; Schubert, Markus; Döß, Alexander; Sohr, Johanna; Vishwakarma, Vineet; Repke, Jens‐Uwe; Gerke, Sören J.; Leuner, Hannes; Rädle, Matthias; Kapoustina, Viktoria; Schmitt, Lucas; Grünewald, Marcus; Brinkmann, Jost H.; Plate, Dominik; Kenig, Eugeny Y.; Lutters, Nicole; Bolenz, Lukas; Buckmann, Felix; Toye, Dominique; Arlt, Wolfgang; Linder, Thomas; Hoffmann, Rainer; Klein, Harald; Rehfeldt, Sebastian; Winkler, Thomas; Bart, Hans‐Jörg; Wirz, Dominic; Schulz, Jonas; Scholl, Stephan; Augustin, Wolfgang; Jasch, Katharina; Schlüter, Florian; Schwerdtfeger, Natalie; Jahnke, Stefan; Jupke, Andreas; Kabatnik, Christoph; Braeuer, Andreas Siegfried; D'Auria, Mirko; Runowski, Thomas; Casal, Maria Francisco; Becker, Karsten; David, Anna‐Lena; Górak, Andrzej; Skiborowski, Mirko; Groß, Kai; Qammar, Hina
Recent Advances in Experimental Techniques for Flow and Mass Transfer Analyses in Thermal Separation Systems
In: Chemie - Ingenieur - Technik, 92 (7), 926-948, 2020
[DOI: 10.1002/cite.202000076]

[Doktorarbeit]
Vennekötter, Jan-Bernd
$CO_{2}$ Reduction in Electrochemical Membrane Reactors
, 2020
[DOI: 10.18154/RWTH-2020-06598]

[Fachzeitschriftenartikel]
Linnartz, Christian Jürgen; Rommerskirchen, Alexandra Klara Elisabeth; Walker, Joanna; Plankermann-Hajduk, Janis; Köller, Niklas; Wessling, Matthias
Membrane-electrode assemblies for flow-electrode capacitive deionization
In: Journal of membrane science, 605, 118095, 2020
[DOI: 10.1016/j.memsci.2020.118095]

[Fachzeitschriftenartikel]
Martí-Calatayud, M. C.; Heßler, R.; Schneider, S.; Bohner, C.; Yüce, S.; Wessling, Matthias; de Sena, R. F.; Athayde Júnior, G. B.
Transients of micropollutant removal from high-strength wastewaters in PAC-assisted MBR and MBR coupled with high-retention membranes
In: Separation and purification technology, 246, 116863, 2020
[DOI: 10.1016/j.seppur.2020.116863]

[Konferenzbeitrag]
Brockkötter, Johannes Markus Josef; Jupke, Andreas
Untersuchung und Modellierung des fluiddynamischen Verhaltens von wässrigen Systemen in Hochdruckextraktionskolonnen
In: Jahrestreffen der ProcessNet-Fachgruppen Hochdruckverfahrenstechnik und Membrantechnik Weihenstephan-Triesdorf 2020-02-17 - 2020-02-19, 2020

[Fachzeitschriftenartikel]
Percin, Korcan; Zee, Bart; Wessling, Matthias
On the Resistances of a Slurry Electrode Vanadium Redox Flow Battery
In: ChemElectroChem, 7 (9), 2165-2172, 2020
[DOI: 10.1002/celc.202000242]

[Fachzeitschriftenartikel]
Schlicht, Stefanie; Percin, Korcan; Kriescher, Stefanie; Hofer, André; Weidlich, Claudia; Wessling, Matthias; Bachmann, Julien
Atomic layer deposition for efficient oxygen evolution reaction at Pt/Ir catalyst layers
In: Beilstein journal of nanotechnology, 11, 952-959, 2020
[DOI: 10.3762/bjnano.11.79]

[Doktorarbeit]
Keil, Timm
Polymer-based nutrient release system for small-scale microbial fed-batch cultivations
, 2020
[DOI: 10.18154/RWTH-2020-06329]

[Fachzeitschriftenartikel]
Kampwerth, Jan; Weber, Benedikt; Rußkamp, Julia; Kaminski, Sebastian; Jupke, Andreas
Towards a holistic solvent screening : On the importance of fluid dynamics in a rate-based extraction model
In: Chemical engineering science, 227, 115905, 2020
[DOI: 10.1016/j.ces.2020.115905]

[Fachzeitschriftenartikel]
Mareev, S. A.; Evdochenko, Elizaveta; Wessling, Matthias; Kozaderova, O. A.; Niftaliev, S. I.; Pismenskaya, N. D.; Nikonenko, V. V.
A comprehensive mathematical model of water splitting in bipolar membranes: Impact of the spatial distribution of fixed charges and catalyst at bipolar junction
In: Journal of membrane science, 603, 118010, 2020
[DOI: 10.1016/j.memsci.2020.118010]

[Fachzeitschriftenartikel]
Ohs, Burkhard; Abduly, Lorenz; Krödel, Maximilian; Wessling, Matthias
Combining electrochemical hydrogen separation and temperature vacuum swing adsorption for the separation of N2, H2 and CO2
In: International journal of hydrogen energy, 45 (16), 9811-9820, 2020
[DOI: 10.1016/j.ijhydene.2020.01.218]

[Fachzeitschriftenartikel]
Weber, Benedikt; Jupke, Andreas
Compartment-model for the simulation of the separation performance of stirred liquid-liquid-extraction columns
In: AIChE journal, 66 (8), e16286, 2020
[DOI: 10.1002/aic.16286]

[Fachzeitschriftenartikel]
Maßmann, Tim; Kocks, Christian Uwe; Parakenings, Leonhard; Weber, Benedikt; Jupke, Andreas
Two-Dimensional CFD based compartment modeling for dynamic simulation of semi-batch crystallization processes in stirred tank reactors
In: Computers & chemical engineering, 140, 106933, 2020
[DOI: 10.1016/j.compchemeng.2020.106933]

[Buch, Doktorarbeit]
Bongartz, Dominik
Deterministic global flowsheet optimization for the design of energy conversion processes
In: Aachener Verfahrenstechnik Series: AVT.SVT - Process Systems Engineering 6, 2020
[DOI: 10.18154/RWTH-2020-06052]