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High-throughput parameter estimation from experimental data using Bayesian Inference with accelerated sampling2026 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Basita Das, William Heymann, Yueming Wang, Uwe Rau, Thomas Kirchartz, Tonio Buonassisi
0citations -
Absolute Sustainability by Design: From Molecules to Processes, Supply Chains, and Planetary Boundaries2026 Zenodo (CERN European Organization for Nuclear Research) article Environmental Science Chemistry and Chemical Engineering Open access
Timo Diepers, Yifan Wang, Tim Faruß, Jan Hartmann, Niklas V. von der Assen
0citations -
Hybrid soft sensor modeling for the wire section in tissue manufacturing: integrating first-principles and machine learning models2025 Nordic Pulp & Paper Research Journal article Engineering Fault Detection and Control Systems Open access
Rosario Othen, Chen Lu Song, Jan Schlake, Christian Möbitz, Thomas Gries
0citations -
Automation, Monitoring, and Standardization of Cell Product Manufacturing2020 Frontiers in Bioengineering and Biotechnology article Medicine Tissue Engineering and Regenerative Medicine Open access
Meletios-Nikolaos Doulgkeroglou, Alessia Di Nubila, Bastian Nießing, Niels König, Robert Heinrich Schmitt, Jackie Damen, +8 more
95citations -
Fine-Tuning a Genetic Algorithm for CAMD: A Screening-Guided Warm Start2025 Journal of Chemical Information and Modeling article Engineering Process Optimization and Integration Open access
Yifan Wang, Lorenz Fleitmann, Lukas Raßpe-Lange, Niklas V. von der Assen, André Bardow, Kai O. Leonhard
2citations -
A Convergent Adaptive Finite Element Stochastic Galerkin Method Based on Multilevel Expansions of Random Fields2025 SIAM Journal on Numerical Analysis article Engineering Probabilistic and Robust Engineering Design Open access
Markus Bachmayr, Martin Eigel, Henrik Eisenmann, Igor Voulis
8citations -
Enforcing Fundamental Relations via Adversarial Attacks on Input Parameter Correlations2025 Computing and Software for Big Science article Computer Science Adversarial Robustness in Machine Learning Open access
Lucie Flek, Akbar Karimi, Timo Saala, Alexander G. Schmidt, M. Schott, Philipp Soldin, +1 more
7citations -
Thinking big in small scale: characterization of peroxidase production in Komagataella phaffii using two-compartment scale-down system2026 Bioprocess and Biosystems Engineering article Biochemistry, Genetics and Molecular Biology Fungal and yeast genetics research Open access
Christian Mathis Wagner, Katharina Schwartz, Anton Glieder, Wolfgang Wiechert, Marco Oldiges
0citations -
Development and optimization of a glycerol-based fed-batch strategy for the production of peroxidases with Komagataella phaffii under the PDF promoter2026 Microbial Cell Factories article Biochemistry, Genetics and Molecular Biology Fungal and yeast genetics research Open access
Christian Mathis Wagner, Katharina Schwartz, Hannah Czech, Ines Lamping, Xavier Garcia‐Ortega, Anton Glieder, +2 more
2citations -
Designing and modeling nanomedicines towards image-guided drug delivery in hematological malignancies2025 Journal of Controlled Release article Materials Science Nanoparticle-Based Drug Delivery Open access
Shiva Khorshid, Julian Baumeister, Federica De Lorenzi, Mattia Tiboni, Sara Elsafy, Alessandro Motta, +7 more
5citations -
Phosphorus recovery from sewage sludge ash by wet acid extraction in technical scale: Potential for reducing acid consumption2026 Journal of Cleaner Production article Environmental Science Phosphorus and nutrient management Open access
Hiep Le, Tabea Zachäus, Dennis Blöhse, David Montag, Thomas Wintgens
0citations