230 results on '"Facco, Pierantonio"'
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2. Systematizing product design by latent-variable modeling – A unifying framework for the formulation and solution of PLS model inversion problems
3. Capturing connectivity information from process flow diagrams by sequential-orthogonalized PLS to improve soft-sensor performance
4. Predicting drug solubility in organic solvents mixtures: A machine-learning approach supported by high-throughput experimentation
5. Hybrid modeling of a biorefinery separation process to monitor short-term and long-term membrane fouling
6. On the use of machine learning to generate in-silico data for batch process monitoring under small-data scenarios
7. An exploratory model-based design of experiments approach to aid parameters identification and reduce model prediction uncertainty
8. Troubleshooting high-pressure issues in an industrial biorefinery process by feature-oriented modeling
9. An exploratory model-based design of experiments technique to aid parameters identification and reduce prediction uncertainty
10. Promoting the preservation of strawberry by supercritical CO2 drying
11. Digital design of new products: accounting for output correlation via a novel algebraic formulation of the latent-variable model inversion problem
12. Integrating metabolome dynamics and process data to guide cell line selection in biopharmaceutical process development
13. Bioprocess feeding optimization through in silico dynamic experiments and hybrid digital models—a proof of concept.
14. Streamlining tablet lubrication design via model-based design of experiments
15. Understanding Fouling in an Industrial Biorefinery Membrane Separation Process by Feature-Oriented Data-Driven Modeling
16. Reducing the experimental effort to design pharmaceutical tablet lubrication by model-based design of experiments
17. Anticipated cell lines selection in bioprocess scale-up through machine learning on metabolomics dynamics
18. A hybrid framework for process monitoring: Enhancing data-driven methodologies with state and parameter estimation
19. Monitoring a segmented fluid bed dryer by hybrid data-driven/knowledge-driven modeling
20. New tools for the design and manufacturing of new products based on Latent Variable Model Inversion
21. Design space maintenance by online model adaptation in pharmaceutical manufacturing
22. Optimal Indicator-Variable Approach for Trajectory Synchronization in Uneven-Length Multiphase Batch Processes
23. On the use of machine learning to generate in-silico data for batch process monitoring under small-data scenarios
24. Troubleshooting an Industrial Batch Process for the Manufacturing of Specialty Chemicals using Data Analytics
25. A novel and systematic approach to identify the design space of pharmaceutical processes
26. Model-based approach to the design and scale-up of wheat milling operations — Proof of concept
27. Uncertainty back-propagation in PLS model inversion for design space determination in pharmaceutical product development
28. Artificial vision system for particle size characterization from bulk materials
29. Enhancing cell culture understanding in the development of biopharmaceuticals by integrated first-principle modelling and machine-learning
30. Real-time design space description in pharmaceutical manufacturing
31. Data-driven modeling of milling and sieving operations in a wheat milling process
32. Knowledge management in secondary pharmaceutical manufacturing by mining of data historians—A proof-of-concept study
33. Dimensionality reduction in feasibility analysis by latent variable modeling
34. Mining Information From Developmental Data
35. List of Contributors
36. Artificial vision system for the online characterization of the particle size distribution of bulk materials on conveyor belts
37. Quality-by-Design approach to monitor the operation of a batch bioreactor in an industrial avian vaccine manufacturing process
38. Data‐driven tools for the optimization of a pharmaceutical process through its knowledge‐driven model
39. Transfer of process monitoring models between plants: Batch systems
40. Data Augmentation to Support Biopharmaceutical Process Development through Digital Models—A Proof of Concept
41. Feature Selection and Molecular Classification of Cancer Phenotypes: A Comparative Study
42. Foodstuff authentication from spectral data: Toward a species-independent discrimination between fresh and frozen–thawed fish samples
43. Latent variable modeling to assist the implementation of Quality-by-Design paradigms in pharmaceutical development and manufacturing: A review
44. Advances on multivariate image analysis for product quality monitoring
45. Data‐driven tools for the optimization of a pharmaceutical process through its knowledge‐driven model.
46. Near-infrared spectroscopy to assist authentication and labeling of Asiago d’allevo cheese
47. Multispectral data classification using similarity factors
48. Combining fundamental knowledge and latent variable techniques to transfer process monitoring models between plants
49. Automated Data Review in Secondary Pharmaceutical Manufacturing by Pattern Recognition Techniques
50. Using PLS and NIR spectra to model the first-breakage step of a grain milling process
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