Name: ENBIS Spring Meeting 2025
Start: 2025-05-29T08:00:00+01:00
End: 2025-05-30T17:40:00+01:00
Location: No location set

ENBIS Spring Meeting 2025

from Thursday, 29 May 2025 (08:00) to Friday, 30 May 2025 (17:40)

Monday, 26 May 2025
Tuesday, 27 May 2025
Wednesday, 28 May 2025
Thursday, 29 May 2025

08:30 8:30 - 17:00
8:30 - 17:00
08:30 - 09:00

09:00

09:00 - 09:15
09:15 LLM and human-in-the-loop Bayesian optimization for chemical experiments
LLM and human-in-the-loop Bayesian optimization for chemical experiments
09:15 - 10:00
Contributions

09:15 LLM and human-in-the-loop Bayesian optimization for chemical experiments - Antonio Del Rio Chanona (Imperial College, UK)
10:00 Quality by Design I
Quality by Design I
10:00 - 11:00
Contributions

10:00 Defining process operating space under uncertainty: Bayesian Design Space for complex kinetic reactions - Frederico Montes (Hovione)

10:20 Capability by Design: A novel paradigm for selecting raw material suppliers aligned with Quality by Design - Joan Borràs-Ferrís (Kensight)

10:40 Robustness Evaluation by Design of Experiments in Vaccine and Pharmaceutical Development - Bernard Francq (GSK) Kevin Lief (GSK)
11:00 Break
Break
11:00 - 11:30
11:30 Quality by Design II
Quality by Design II
11:30 - 12:30
Contributions

11:30 Quality by Design (QbD) and Analytical Quality by Design (AQbD): A Holistic Approach to Pharmaceutical Quality - Carla Vitorino (Faculty of Pharmacy, University of Coimbra)

11:50 "Connecting The Dots Looking Backward": Enhancing Pharma Manufacturing through a Retrospective Quality By Design Case Study - Helena Bigares Grangeia ((1) University of Coimbra, Faculty of Pharmacy, Drug Development and Technologies Laboratory, 3000-548 Coimbra, Portugal / (2) CERES – Chemical Engineering and Renewable Resources for Sustainability, Department of Chemical Engineering, University of Coimbra, 3030-790 Coimbra, Portugal / (3) Bluepharma Industry, SA, 3045-016 Coimbra, Portugal)

12:10 Multiscale interval PLS for spectral data modeling - Tiago Rato (University of Coimbra)
12:30 Lunch
Lunch
12:30 - 14:00
14:00 Hybrid Modelling I
Hybrid Modelling I
14:00 - 15:20
Contributions

14:00 Predicting drug solubility through digital models: towards pharmaceutical industry 5.0 - Pierantonio Facco (University of Padova)

14:20 Physics-Informed Neural Network for Bioprocess digitalization - Monesh kumar Thirugnanasambandam (NOVA School of Science and Technology, Universidade NOVA de Lisboa)

14:40 Deep hybrid modelling and control of microbiome evolution - José Pinto (NOVA - SST)

15:00 Hybrid Semiparametric Modelling of the Supercritical Carbon Dioxide Extraction Process - Roshanak Agharafeie (UCIBIO, NOVA-SST, NOVA University Lisbon- NOVA IMS, NOVA University Lisbon)
15:20 Blitz presentation
Blitz presentation
15:20 - 15:50
Contributions

15:26 Cluster and discriminant analysis of agricultural soils from Manica province in Mozambique - João Leitão (University of Coimbra - Pharmacy Faculty)

15:29 Hybrid Modeling based process development in Cell Therapy, Gene Therapy and mRNA Processes - Miguel Ressurreição (DataHow AG)

15:32 Evaluation of well waters from Ceramic district in city of Beira in Mozambique by chemometric classification methodologies - João Leitão (University of Coimbra - Pharmacy Faculty)

15:35 Empowering Spectroscopic Technologies: Streamlining Calibration Model Development and Online Monitoring with Bayesian Optimization - Miguel Ressurreição (DataHow AG)

15:38 Streamlining Bioprocess Development through Transfer Learning: A Novel Approach to Model Calibration and Experimental Design - Miguel Ressurreição (DataHow AG)

15:44 Process transfer by design for shaping solid lipid nanoparticles - Rolel Abderamane-Dillah (University of Paris Cité, Faculty of Pharmacy)
15:50 Break & Posterwalk
Break & Posterwalk
15:50 - 16:20
16:20 Hybrid Modelling II
Hybrid Modelling II
16:20 - 17:20
Contributions

16:20 Enhancing Pharmaceutical Manufacturing Efficiency with End-to-End Models and Physics-Informed AI - Ignasi Bofarull-Manzano (RWTH Aachen)

16:40 Encoding of neural networks of different architectures to SBML format - Ekaterina Moskovkina (NOVA School of Science and Technology, Universidade NOVA de Lisboa)

17:00 3D-bioprinting by design: A Dynamic Model of the Blood-Brain Barrier and Glioblastoma - Francisco Branco (FFUC)
17:20 Short Break
Short Break
17:20 - 17:25
17:25
17:25 - 18:00
Contributions

17:25 Maximizing Quality Using Design Space Profiling - Volker Kraft (JMP)
20:00 Dinner
Dinner
20:00 - 22:30
Friday, 30 May 2025

08:30 8:30-12:00
8:30-12:00
08:30 - 09:00
09:00 Establishing Multivariate Specification Regions for Incoming Raw Materials – a QbD approach
Establishing Multivariate Specification Regions for Incoming Raw Materials – a QbD approach
09:00 - 09:45
Contributions

09:00 Establishing Multivariate Specification Regions for Incoming Raw Materials – a QbD approach - Carl Duchesne (Université Laval (Canada))
09:45 xAI
xAI
09:45 - 10:45
Contributions

09:45 An explainability study (XAI) of Deep CNN for near-infrared spectroscopy : IPA under the light - Florent HAFFNER (IFP Energies Nouvelles)

10:05 Green LIME: Improving AI Explainability through Design of Experiments - Werner G. Mueller (Johannes Kepler University)

10:25 Exploring CNN architectures for NIR based chemometric tasks - the Deep Tutti-Frutti application. - Dário Passos (University of Algarve)
10:45 Break & Posterwalk
Break & Posterwalk
10:45 - 11:15
11:15 Active Learning
Active Learning
11:15 - 12:35
Contributions

11:15 Optimal Experimental Designs for Process Robustness Studies - Peter Goos (KU Leuven)

11:35 "Classic" DoE vs. Bayesian Optimization / Active learning: - Stefanie Feiler (FHNW School of Life Sciences)

11:55 Traditional or Adaptive Experimental Design? A Comparison of Statistical Design of Experiments and Bayesian Optimization for a Chemical Synthesis Problem - João Coutinho (Department of Chemical Engineering, University of Coimbra)

12:15 A Comparison of DOE and BO in the In Silico Optimization of Lipid Nanoparticles (LNPs) - Daniel Alexandre Vidinha Batista (University of Coimbra)
12:35 Lunch
Lunch
12:35 - 14:00
14:00 PAT & Chemometrics
PAT & Chemometrics
14:00 - 15:00
Contributions

14:00 Predicting the coagulation potential of waste lubricant oils (WLO) using multiblock machine learning of NIR and MIR spectra - Ruben Gariso (University of coimbra)

14:20 Implementation of in-line PLS model and sensor fusion for real-time reaction monitoring - Jose Granjo (Hovione Farmaciência SA)

14:40 Optimising PAT for Continuous Direct Compression using Feed Frame Simulator and SentroPAT FO NIR Spectrometer - Eleonora De Giorgi (AstraZeneca, University of Birmingham)
15:00 Short Break
Short Break
15:00 - 15:05
15:05 Data Science
Data Science
15:05 - 16:05
Contributions

15:05 ONLINE MONITORING AND OPTIMIZATION OF REACTIVE EXTRUSION PROCESSES - Manis Gheghiani (Axel'One)

15:25 Industrial Text Data Analysis: From Word Counting to GenAI Applications - Eugeniu Strelet (The Dow Chemical Company)

15:45 Knowledge transfer for biopharmaceutical production: data analysis of different process development campaigns - Nuno Francisco Bragança (Universidade Nova de Lisboa)
16:05

16:05 - 16:20

16:20

16:20 - 17:00

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