A brief introduction to chemical reaction optimization

CJ Taylor, A Pomberger, KC Felton, R Grainger… - Chemical …, 2023 - ACS Publications
From the start of a synthetic chemist's training, experiments are conducted based on recipes
from textbooks and manuscripts that achieve clean reaction outcomes, allowing the scientist …

Dataset design for building models of chemical reactivity

P Raghavan, BC Haas, ME Ruos, J Schleinitz… - ACS Central …, 2023 - ACS Publications
Models can codify our understanding of chemical reactivity and serve a useful purpose in
the development of new synthetic processes via, for example, evaluating hypothetical …

Pd-catalyzed amination of base-sensitive five-membered heteroaryl halides with aliphatic amines

EC Reichert, K Feng, AC Sather… - Journal of the American …, 2023 - ACS Publications
We report a versatile and functional-group-tolerant method for the Pd-catalyzed C–N cross-
coupling of five-membered heteroaryl halides with primary and secondary amines, an …

Machine learning C–N couplings: Obstacles for a general-purpose reaction yield prediction

M Fitzner, G Wuitschik, R Koller, JM Adam… - ACS …, 2023 - ACS Publications
Pd-catalyzed C–N couplings are commonplace in academia and industry. Despite their
significance, finding suitable reaction conditions leading to a high yield, for instance …

Translating Planar Heterocycles into Three‐Dimensional Analogs by Photoinduced Hydrocarboxylation

M Mikhael, SN Alektiar, CS Yeung… - Angewandte …, 2023 - Wiley Online Library
The rapid preparation of complex three‐dimensional (3D) heterocyclic scaffolds is a key
challenge in modern medicinal chemistry. Despite the increased probability of clinical …

Probing the chemical 'reactome'with high-throughput experimentation data

E King-Smith, S Berritt, L Bernier, X Hou… - Nature Chemistry, 2024 - nature.com
High-throughput experimentation (HTE) has the potential to improve our understanding of
organic chemistry by systematically interrogating reactivity across diverse chemical spaces …

Incorporating Synthetic Accessibility in Drug Design: Predicting Reaction Yields of Suzuki Cross-Couplings by Leveraging AbbVie's 15-Year Parallel Library Data Set

P Raghavan, AJ Rago, P Verma… - Journal of the …, 2024 - ACS Publications
Despite the increased use of computational tools to supplement medicinal chemists'
expertise and intuition in drug design, predicting synthetic yields in medicinal chemistry …

Computational Pharmaceutics: A Comprehensive Review of Past Achievements, Present Applications, and Future Challenges

Y Chaudhari, M Chaudhari, A Puri, M Nemade - 2024 - preprints.org
This paper explores the transformative impact of computational pharmaceutics, integrating
AI, multi-scale modeling, quantum computing, AI-driven drug discovery, and blockchain …

Development of Deactivation-Resistant Catalysts for Pd-Catalyzed C–N Cross-Coupling Reactions

EC Reichert - 2023 - dspace.mit.edu
Chapter 1: Introduction to Pd-Catalyzed C–N Cross-Coupling: Rational Biarylphosphine
Ligand Design Enhances the Reactivity of Difficult Substrates Transition-metal-catalyzed C …