A review on the modernization of pharmaceutical development and manufacturing–Trends, perspectives, and the role of mathematical modeling

F Destro, M Barolo - International Journal of Pharmaceutics, 2022 - Elsevier
Recently, the pharmaceutical industry has been facing several challenges associated to the
use of outdated development and manufacturing technologies. The return on investment on …

Continuous crystallization and its potential use in drug substance Manufacture: A review

A Eren, F Civati, W Ma, JC Gamekkanda… - Journal of Crystal …, 2023 - Elsevier
Interest in the continuous manufacturing in the pharmaceutical industry for the production of
Active Pharmaceutical Ingredients (API's) has greatly increased in recent years. This has led …

Population balance model enabled digital design and uncertainty analysis framework for continuous crystallization of pharmaceuticals using an automated platform …

Y Barhate, H Kilari, WL Wu, ZK Nagy - Chemical Engineering Science, 2024 - Elsevier
A systematic digital design framework for the development of a digital twin of a continuous
crystallization process was presented using the model compound, diphenhydramine …

[HTML][HTML] Diastereomer salt crystallization: Comprehensive process modeling and DoE-driven comparison of custom-coded and user-friendly simulators

Á Orosz, MH Bosits, É Pusztai, H Pataki… - Chemical Engineering …, 2023 - Elsevier
Process modeling is gaining attention in the pharmaceutical industry due to the promise of
exploring the design space with less experimentation. However, the associated numerical …

A comprehensive modeling approach for polymorph selection in Lennard-Jones crystallization

PS Bulutoglu, AS Zalte, NK Nere… - The Journal of …, 2023 - pubs.aip.org
Computational predictions of the polymorphic outcomes of a crystallization process, referred
to as polymorph selection, can accelerate the process development for manufacturing solid …

Digital Design of Cooling Crystallization Processes Using a Machine Learning-Based Strategy

Y Ma, W Li, H Yang, J Gong… - Industrial & Engineering …, 2024 - ACS Publications
This study introduces a novel machine learning-based digital design strategy for predicting
the final yield and particle size distribution (PSD) in cooling crystallization processes. The …

Size-Dependent Growth Modeling Method for Batch Crystallization of Carbamazepine from Variable Seed Crystal Size Distributions

HF Kraus, D Acevedo, TF O'Connor, D Liu… - Crystal Growth & …, 2024 - ACS Publications
Developing a crystallization model that accurately predicts crystal growth and nucleation has
been an important topic in the pharmaceutical industry for the past few decades. Particularly …

Breakage-Facilitated Mixed-Suspension-Mixed-Product-Removal (MSMPR) Crystallization of Pharmaceutical Compounds

F Liu, H Li, Y Li - Crystal Growth & Design, 2024 - ACS Publications
Continuous crystallization provides advantages of producing solid products of consistent
quality attributes at a small equipment footprint. However, the intrinsic nucleation and growth …

Real-Time Optimization and Genetic Algorithm for Enhanced Process Control of Coupling Cooling and Antisolvent Crystallization

S XuanYuan, Y Sun, X Zhou, Y Bai, Y Ye… - Industrial & …, 2025 - ACS Publications
Crystallization process control has attracted extensive research interest in recent years
within the field of industrial crystallization. This study focused on controlling the …

Process knowledge for drug substance production via kinetic modeling, parameter estimability analysis and reaction optimization

I Moshiritabrizi, JP McMullen, BM Wyvratt… - Reaction Chemistry & …, 2024 - pubs.rsc.org
A mechanistic model is developed to study the formation of 2, 6-difluoropurine-9-THP from
starting material 2, 6-dichloropurine-9-THP. The 2, 6-difluoropurine-9-THP product is an …