Search Results - "Muñoz López, Carlos André"

Data-Driven Modeling of the Spray Drying Process. Process Monitoring and Prediction of the Particle Size in Pharmaceutical Production by Muñoz López, Carlos André, Peeters, Kristin, Van Impe, Jan

“…Spray drying is used in the pharmaceutical industry for particle engineering of amorphous solid dispersions (ASDs). The particle size of the spray-dried (SD)…”
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A process simulator interface for multiobjective optimization of chemical processes by Muñoz López, Carlos André, Telen, Dries, Nimmegeers, Philippe, Cabianca, Lorenzo, Logist, Filip, Van Impe, Jan

“…•A novel interface for gradient-based multiobjective optimization of processes.•Multiple relevant tradeoffs in the Pareto front can be evaluated for complex…”
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Multi-objective optimisation of chemical processes via improved genetic algorithms: A novel trade-off and termination criterion by De Buck, Viviane, López, Carlos André Muñoz, Nimmegeers, Philippe, Hashem, Ihab, Van Impe, Jan

“…A sustainable chemical process operation often requires optimality with respect to multiple conflicting objectives as economic, societal and environmental…”
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Exploiting Trade-Off Criteria to Improve the Efficiency of Genetic Multi-Objective Optimisation Algorithms by De Buck, Viviane, Nimmegeers, Philippe, Hashem, Ihab, Muñoz López, Carlos André, Van Impe, Jan

“…The highly competitive nature of the chemical industry requires the optimisation of the design and exploitation of (bio-)chemical processes with respect to…”
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Manifold Learning and Clustering for Automated Phase Identification and Alignment in Data Driven Modeling of Batch Processes by Muñoz López, Carlos André, Bhonsale, Satyajeet, Peeters, Kristin, Van Impe, Jan F. M.

“…Processing data that originates from uneven, multi-phase batches is a challenge in data-driven modeling. Training predictive and monitoring models requires the…”
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Modeling climatic effects on milk production by Katsini, Lydia, Muñoz López, Carlos André, Bhonsale, Satyajeet, Roufou, Styliani, Griffin, Sholeem, Valdramidis, Vasilis, Akkermans, Simen, Polanska, Monika, Van Impe, Jan

“…With the increasing food demand, it is essential to plan for a future where climate change affects the food sector. The policy making necessary to ensure the…”
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Quantitative methods to predict the effect of climate change on microbial food safety: A needs analysis by Katsini, Lydia, Bhonsale, Satyajeet, Akkermans, Simen, Roufou, Styliani, Griffin, Sholeem, Valdramidis, Vasilis, Misiou, Ourania, Koutsoumanis, Konstantinos, Muñoz López, Carlos André, Polanska, Monika, Van Impe, Jan F.M.

“…Food systems are both affecting and being affected by climate change. Anticipated effects of climate change on microbial food safety are both direct (e.g., on…”
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