| Data-based latent variable methods for process analysis, monitoring and control JF MacGregor, H Yu, SG Muñoz, J Flores-Cerrillo Computers & chemical engineering 29 (6), 1217-1223, 2005 | 133 | 2005 |
| Troubleshooting of an industrial batch process using multivariate methods S García-Muñoz, T Kourti, JF MacGregor, AG Mateos, G Murphy Industrial & engineering chemistry research 42 (15), 3592-3601, 2003 | 124 | 2003 |
| Product transfer between sites using Joint-Y PLS SG Muñoz, JF MacGregor, T Kourti Chemometrics and intelligent laboratory systems 79 (1-2), 101-114, 2005 | 113 | 2005 |
| A comparison of different methods to estimate prediction uncertainty using Partial Least Squares (PLS): a practitioner's perspective L Zhang, S Garcia-Munoz Chemometrics and intelligent laboratory systems 97 (2), 152-158, 2009 | 95 | 2009 |
| A flowsheet model for the development of a continuous process for pharmaceutical tablets: An industrial perspective S García‐Muñoz, A Butterbaugh, I Leavesley, LF Manley, D Slade, ... AIChE Journal 64 (2), 511-525, 2018 | 93 | 2018 |
| Model predictive monitoring for batch processes S García-Muñoz, T Kourti, JF MacGregor Industrial & engineering chemistry research 43 (18), 5929-5941, 2004 | 91 | 2004 |
| Handling uncertainty in the establishment of a design space for the manufacture of a pharmaceutical product S García-Muñoz, S Dolph, HW Ward II Computers & chemical engineering 34 (7), 1098-1107, 2010 | 88 | 2010 |
| Definition of design spaces using mechanistic models and geometric projections of probability maps S Garcia-Munoz, CV Luciani, S Vaidyaraman, KD Seibert Organic Process Research & Development 19 (8), 1012-1023, 2015 | 73 | 2015 |
| General framework for latent variable model inversion for the design and manufacturing of new products E Tomba, M Barolo, S García-Muñoz Industrial & engineering chemistry research 51 (39), 12886-12900, 2012 | 62 | 2012 |
| Coating uniformity assessment for colored immediate release tablets using multivariate image analysis S García-Muñoz, DS Gierer International journal of pharmaceutics 395 (1-2), 104-113, 2010 | 57 | 2010 |
| Optimization of batch operating policies. Part I. Handling multiple solutions# S García-Muñoz, T Kourti, JF MacGregor, F Apruzzese, M Champagne Industrial & engineering chemistry research 45 (23), 7856-7866, 2006 | 56 | 2006 |
| Hybrid QSPR models for the prediction of the free energy of solvation of organic solute/solvent pairs TN Borhani, S García-Muñoz, CV Luciani, A Galindo, CS Adjiman Physical Chemistry Chemical Physics 21 (25), 13706-13720, 2019 | 54 | 2019 |
| An optimization-based framework to define the probabilistic design space of pharmaceutical processes with model uncertainty D Laky, S Xu, JS Rodriguez, S Vaidyaraman, S García Muñoz, C Laird Processes 7 (2), 96, 2019 | 41 | 2019 |
| Establishing multivariate specifications for incoming materials using data from multiple scales S García-Muñoz Chemometrics and Intelligent Laboratory Systems 98 (1), 51-57, 2009 | 39 | 2009 |
| A hybrid framework for process monitoring: Enhancing data-driven methodologies with state and parameter estimation F Destro, P Facco, SG Munoz, F Bezzo, M Barolo Journal of Process Control 92, 333-351, 2020 | 38 | 2020 |
| Optimization of batch operating policies. Part II. Incorporating process constraints and industrial applications S García-Muñoz, JF MacGregor, D Neogi, BE Latshaw, S Mehta Industrial & engineering chemistry research 47 (12), 4202-4208, 2008 | 38 | 2008 |
| Two novel methods to analyze the combined effect of multiple raw-materials and processing conditions on the product's final attributes: JRPLS and TPLS S Garcia-Munoz Chemometrics and Intelligent Laboratory Systems 133, 49-62, 2014 | 36 | 2014 |
| An efficient nonlinear programming strategy for PCA models with incomplete data sets RLN de la Fuente, S García‐Muñoz, LT Biegler Journal of Chemometrics 24 (6), 301-311, 2010 | 36 | 2010 |
| Optimal selection of raw materials for pharmaceutical drug product design and manufacture using mixed integer nonlinear programming and multivariate latent variable regression … S Garcı́a-Muñoz, J Mercado Industrial & Engineering Chemistry Research 52 (17), 5934-5942, 2013 | 34 | 2013 |
| Bayesian approach to probabilistic design space characterization: A nested sampling strategy KP Kusumo, L Gomoescu, R Paulen, S García Muñoz, CC Pantelides, ... Industrial & Engineering Chemistry Research 59 (6), 2396-2408, 2019 | 30 | 2019 |
Massimiliano (Max) BaroloProfessor of Chemical Engineering, University of Padova (Italy)Verified email at unipd.it