We are very happy to share that ProSensus has contributed to a first-of-its-kind reference book on product formulation that has been published by CRC Press. CRC Press is a global publisher covering topics in science, technology, engineering, mathematics, and medicine.
“The Digital Transformation of Product Formulation: Concepts, Challenges, and Applications for Accelerated Innovation.”
This 1st edition book has been edited by Kristin Wallace of ProSensus and Alix Schmidt of The Dow Chemical Company.
CRC Press presented Kristin and Alix with the opportunity to author a book on this exciting and evolving topic after demonstrating their individual expertise on the topic and shared interest in championing a technical community by chairing related sessions at the Spring AIChE in 2022.
As an edited collection, this book contains contributions from numerous academic and industry professionals from the global product formulation community (Citrine Informatics, Domino Printing, Enthought, GlaxoSmithKline, IFF Benicarlo S.L, Intellegens, Massachusetts Institute of Technology, ProSensus Inc., The Dow Chemical Company, Université Laval, Universitat Politècnica de Valencia, University of Delaware, University of Padova).
The target audience includes both students and professionals in science and engineering fields. A description of the book, a summary of contributions by ProSensus, and purchasing information are provided below.
Book Description
The Digital Transformation of Product Formulation: Concepts, Challenges, and Applications for Accelerated Innovation
Schmidt, Alix and Kristin Wallace. 2025. Boca Rotan: CRC Press.
Chapters Contributed by ProSensus
The following chapters have been written by ProSensus:
- Foreword – John MacGregor
- Ch2: Product Formulation Fundamentals – Kristin Wallace
- Ch4: Challenges with Formulation Datasets – Kristin Wallace
- Ch8: Modeling of Product Formulations Using a Latent Variable Approach – Alexander Nguyen and Marlene Cardin
- Ch9: Gaining Trust in Your Model – Marlene Cardin
- Ch13: Case Studies – Kristin Wallace
Purchase the Book
A more detailed book description, a complete table of contents, editor biographies, and purchasing information is available at Routledge.




