| Multi-stage model predictive control for slug flow crystallizers using uncertainty-aware surrogate models |
arXiv preprint arXiv:2503.22520 |
| Statistical learning of structure-property relationships for transport in porous media, using hybrid AI modeling |
arXiv preprint arXiv:2503.21560 (2025), DOI 10.48550/arXiv.2503.21560 |
| Penetration depth and effective sample size characterization of UV/Vis radiation into pharmaceutical tablets |
arXiv preprint arXiv:2503.21470 (2025), DOI 10.48550/arXiv.2503.21470 |
| Stochastic modeling of particle structures in spray fluidized bed agglomeration using methods from machine learning |
arXiv preprint arXiv:2503.18882 (2025), DOI 10.48550/arXiv.2503.18882 |
| Stereological 3D modeling of nano-scale catalyst particles using TEM projections |
arXiv preprint arXiv:2503.17437 (2025), DOI 10.48550/arXiv.2503.17437 |
| Bubble dynamics data for oscillating gas flow as inlet to a quasi(pseudo) 2D fluidized bed [Data set] |
Zenodo. https://doi.org/10.5281/zenodo.15102957 |
| Software for online bubble detection, determining bubble statistics, control of input parameters, and control of fluidized beds |
Zenodo. https://doi.org/10.5281/zenodo.15013538 |
| Dynamic modeling of ultrafine particle classification in tubular bowl centrifuges |
Zenodo (2025). Preprint: DOI: 10.5281/zenodo.15118387. |
| Adaptive data-driven predictive control for MIMO NARX systems: An application to tableting process |
Zenodo (2025). DOI: 10.5281/zenodo.15117747 |
| From Experiment Design to Data-Driven Modeling of Powder Compaction Process |
Syst. Control Trans. |
| Moving horizon estimation for Al-doped ZnO nanoparticle synthesis: an online UV-Vis spectroscopy approach |
Submitted to Nano Select (Under Review). Preprint available at KITopen (2025). DOI: 10.5445/IR/1000180560 |
| A novel broadband elastic light scattering system for the determination of nanoparticle size distributions in liquid dispersions |
Submitted to Measurements. |
| qpBAMM: a parallelizable ADMM approach for block-structured quadratic programs. Optimization Online |
Submitted to Mathematical Programming Computation. (2025) |
| Prior Model Identification for Stochastic Optimal Control of Continuous Aqueous Two-Phase Flotation |
Submitted to Journal of Process Control (Elsevier). (2025) |
| Transformer models and their applications in process engineering |
Submitted to Advanced Powder Technology (Elsevier). (2025) |
| AI-Driven Soft-Sensor for Stirred Media Mills for Real-Time Process Control |
Submitted to Advanced Powder Technology (Elsevier). (2025) |
| Transformer and Mixture-of-Experts (MoE) in process engineering: A hierarchical approach to autonomous process development |
Submitted to Advanced Intelligent Systems (Wiley). (2025) |
| Bayesian Optimization with Lower Confidence Bounds for Minimization Problems with Known Outer Structure |
Submitted (arXiv preprint arXiv:2503.14015). (2025) |
| A mechanistic process model for aqueous two-phase flotation: Insights into enzyme transport mechanisms |
Separation and Purification Technology 133100 (2025) doi:10.1016/j.seppur.2025.133100 |
| Microstructure simulation to predict the influence of particle properties on permeability of porous media |
Research Square (2025). Preprint: 10.21203/rs.3 .rs-6012239/v1. |
| The impact of the feed rate and the binder concentration on the morphology of spray-dried alumina–polymer nanocomposites |
Processes (2025), 13, 1643, DOI 10.3390/pr13061643 |
| Quantitative characterization of hydrophobic agglomeration at different mixing intensities using a copula-based probabilistic modeling approach |
Powder Technology (2025), 460, 120907, DOI 10.1016/j.powtec.2025.120907 |
| Influence of the particle morphology on the spray characteristics in low-pressure cold gas process |
Powder Technology (2025), https://doi.org/10.1016/j.powtec.2025.121084 |
| A Step Towards Real-Time Release Testing of Pharmaceutical Tablets: Utilization of CIELAB Color Space |
Pharmaceutics 2025, 17, 311, https://doi.org/10.3390/pharmaceutics17030311 |
| Model-based optimization of process parameters in high-energy impact additive manufacturing processes |
OPARU preprint (2025), DOI 10.18725/OPARU-55936 |
| Proof of a LOD prediction model with orthogonal PAT methods in continuous wet granulation and drying |
Journal of Pharmaceutical Sciences, vol. 114, no. 1, pp. 176–184, Jan. 2025, https://doi.org/10.1016/j.xphs.2024.07.008 |
| On Identifiability and Model Validation of a Population Balance Model for Liquid-Liquid-Mixing |
IFAC-PapersOnLine 59(1):187-192. 2025. doi:10.1016/j.ifacol.2025.03.033 |
| Online Model-Adaptation for an Uncertain Liquid-Liquid Mixer System |
IFAC-PapersOnLine 59(1):181-186. doi:10.1016/j.ifacol.2025.03.032 |
| Robust Predictive Control for NARX Models from Input-Output Data |
IFAC-PapersOnLine (2025). |
| A Control Theory Informed Machine Learning-Based Modelling and Monitoring of Nanoparticle Generation Process |
IEEE Transactions on Industrial Informatics (accepted) |
| Characterization of the dynamic behavior of a stirred liquid-liquid system for process control |
Chemical Engineering and Technology 48(2):e202400371 (2025) doi:10.1002/ceat.202400371 |
| Tailings as a Source for Generating valuable Magnesium and Calcium Carbonates by Leaching and Carbonization |
ChemRxiv (2025). Preprint: 10.2 6434/chemrxiv-2025-cjxfm |
| Evolutionary Algorithms for Spatial Control of Gas-Solid Fluidized Beds |
ACM Genetic and Evolutionary Computation Conference, 2025 |
| Control strategies for the selective precipitation of CaCO3 from multi-ion solutions |
(2025). https://doi.org/10.26434/chemrxiv-2025-vqllg |
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