Jason Mustakis

Pfizer (United States) — United States

Engineering · Physical Sciences

17h-index846citations42works7.42yr avg
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Research Topics

Innovative Microfluidic and Catalytic Techniques Innovation(11), Computational Drug Discovery Methods(10), Machine Learning in Materials Science(9), Chemical Synthesis and Analysis(5), Asymmetric Hydrogenation and Catalysis(5)

Publications42 total

Cluster-based adaptive sampling methodology for systems modeling
Computers & Chemical Engineering·2025
Predictive design of crystallographic chiral separation
Nature Communications·2025Open Access
A two-dimensional population balance model for predicting the attrition of elongated particles during agitated drying
Powder Technology·2025
Dynamic flow experiments for Bayesian optimization of a single process objective
Reaction Chemistry & Engineering·2024· 5 citedOpen Access
Integrating Machine Learning and Large Language Models to Advance Exploration of Electrochemical Reactions
Angewandte Chemie International Edition·2024· 20 citedOpen Access
Integrating Machine Learning and Large Language Models to Advance Exploration of Electrochemical Reactions
Angewandte Chemie·2024· 6 citedOpen Access
Integrating Machine Learning and Large Language Models to Advance Wu Exploration of Electrochemical Reactions
2024· 1 citedOpen Access
Integrating Machine Learning and Large Language Models to Advance Exploration of Electrochemical Reactions
2024· 4 citedOpen Access
Leveraging GPT-4 to transform chemistry from paper to practice
2024· 2 citedOpen Access
Chemoselective Saponification in the Synthesis of Danuglipron Facilitated with Trifluoroethanol
Organic Process Research & Development·2024· 1 cited
Probing the chemical ‘reactome’ with high-throughput experimentation data
Nature Chemistry·2024· 42 citedOpen Access
Synthesis of Nirmatrelvir: Development of a Scalable Cobalt-Catalyzed Cyclopropanation for Manufacture of the Bicyclic [3.1.0]Proline-Building Block
Organic Process Research & Development·2023· 19 cited
Synthesis of Nirmatrelvir: Development of an Efficient, Scalable Process to Generate the Western Fragment
Organic Process Research & Development·2023· 15 cited
Probing the Chemical "Reactome" with High Throughput Experimentation Data
2023· 2 citedOpen Access
Probing the Chemical "Reactome" with High Throughput Experimentation Data
2023Open Access
Probing the Chemical "Reactome" with High Throughput Experimentation Data
2022· 5 citedOpen Access
Toward the Identification of Stoichiometric Models for Complex Reaction Mixtures
Industrial & Engineering Chemistry Research·2022· 6 cited
Machine learning directed multi-objective optimization of mixed variable chemical systems
Chemical Engineering Journal·2022· 75 citedOpen Access
Kinetic Modeling of API Oxidation: (2) Imipramine Stress Testing
Molecular Pharmaceutics·2022· 25 cited
Kinetic Modeling of API Oxidation: (1) The AIBN/H <sub>2</sub> O/CH <sub>3</sub> OH Radical “Soup”
Molecular Pharmaceutics·2021· 19 cited
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Frequent Co-authors

Haoyang Wu(8), William H. Green(8), Joel M. Hawkins(6), Roger M. Howard(6), Neal W. Sach(6), Lu Han(6), Christos Georgakis(6), Emma King‐Smith(5), Simon Berritt(5), Louise Bernier(5), Xinjun Hou(5), Jacquelyn Klug‐McLeod(5), Qingyi Yang(5), Alpha A. Lee(5), Federico Florit(5), Kakasaheb Y. Nandiwale(5), Klavs F. Jensen(5), J. Christopher McWilliams(4), Joseph W. Tucker(4), Alon Grinberg Dana(4)