Improving reproducibility of photocatalytic reactions—how to facilitate broad application of new methods

S Cañellas, M Nuño, E Speckmeier - nature communications, 2024 - nature.com
Improving reproducibility of photocatalytic reactions—how to facilitate broad application of new
methods | Nature Communications Skip to main content Thank you for visiting nature.com. You …

An algorithmic framework for synthetic cost-aware decision making in molecular design

JC Fromer, CW Coley - Nature Computational Science, 2024 - nature.com
Small molecules exhibiting desirable property profiles are often discovered through an
iterative process of designing, synthesizing and testing sets of molecules. The selection of …

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 …

Geometric deep learning-guided Suzuki reaction conditions assessment for applications in medicinal chemistry

K Atz, DF Nippa, AT Müller, V Jost, A Anelli… - RSC Medicinal …, 2024 - pubs.rsc.org
Suzuki cross-coupling reactions are considered a valuable tool for constructing carbon–
carbon bonds in small molecule drug discovery. However, the synthesis of chemical matter …

Microfluidic generation of diverse lipid nanoparticle libraries

AR Hanna, SJ Shepherd, D Issadore… - Nanomedicine, 2024 - Taylor & Francis
Over the past few years, discoveries in the formulation space of nucleic-acid-loaded lipid
nanoparticles (LNPs) have shown tremendous promise in delivering therapeutically active …

Anti-Schistosomal activity and ADMET properties of 1, 2, 5-oxadiazinane-containing compound synthesized by visible-light photoredox catalysis

K Itoh, H Nakahara, A Takashino, A Hara… - RSC medicinal …, 2024 - pubs.rsc.org
The incorporation of saturated nitrogen-containing heterocycle 1, 2, 5-oxadiazinane into
small molecules represents a compelling avenue in drug discovery due to its unexplored …

Predicting Three-Component Reaction Outcomes from 40k Miniaturized Reactant Combinations

J Götz, E Richards, I Stepek, Y Takahashi, YL Huang… - 2024 - chemrxiv.org
Efficient drug discovery relies on accessing diverse small molecules expediently and
reliably. Improvements to reliability through machine learning predictions are hampered by …