Nanotechnology and artificial intelligence to enable sustainable and precision agriculture

P Zhang, Z Guo, S Ullah, G Melagraki, A Afantitis… - Nature Plants, 2021 - nature.com
Climate change, increasing populations, competing demands on land for production of
biofuels and declining soil quality are challenging global food security. Finding sustainable …

Autonomous discovery in the chemical sciences part I: Progress

CW Coley, NS Eyke, KF Jensen - … Chemie International Edition, 2020 - Wiley Online Library
This two‐part Review examines how automation has contributed to different aspects of
discovery in the chemical sciences. In this first part, we describe a classification for …

Computer-aided multi-objective optimization in small molecule discovery

JC Fromer, CW Coley - Patterns, 2023 - cell.com
Molecular discovery is a multi-objective optimization problem that requires identifying a
molecule or set of molecules that balance multiple, often competing, properties. Multi …

Automated design of ligands to polypharmacological profiles

J Besnard, GF Ruda, V Setola, K Abecassis… - Nature, 2012 - nature.com
The clinical efficacy and safety of a drug is determined by its activity profile across many
proteins in the proteome. However, designing drugs with a specific multi-target profile is both …

What is high-throughput virtual screening? A perspective from organic materials discovery

EO Pyzer-Knapp, C Suh… - Annual Review of …, 2015 - annualreviews.org
A philosophy for defining what constitutes a virtual high-throughput screen is discussed, and
the choices that influence decisions at each stage of the computational funnel are …

Glyphosate separating and sensing for precision agriculture and environmental protection in the era of smart materials

J Mazuryk, K Klepacka, W Kutner… - … Science & Technology, 2023 - ACS Publications
The present article critically and comprehensively reviews the most recent reports on smart
sensors for determining glyphosate (GLP), an active agent of GLP-based herbicides (GBHs) …

What do medicinal chemists actually make? A 50-year retrospective

WP Walters, J Green, JR Weiss… - Journal of medicinal …, 2011 - ACS Publications
Despite the dramatically increasing costs of pharmaceutical R&D, 1À3 productivity, as
measured by the number of new drugs approved each year, has languished during the past …

Stochastic voyages into uncharted chemical space produce a representative library of all possible drug-like compounds

AM Virshup, J Contreras-García, P Wipf… - Journal of the …, 2013 - ACS Publications
The “small molecule universe”(SMU), the set of all synthetically feasible organic molecules
of 500 Da molecular weight or less, is estimated to contain over 1060 structures, making …

Multi-objective optimization methods in drug design

CA Nicolaou, N Brown - Drug Discovery Today: Technologies, 2013 - Elsevier
Drug discovery is a challenging multi-objective problem where numerous pharmaceutically
important objectives need to be adequately satisfied for a solution to be found. The problem …

Bioisosterism in medicinal chemistry

N Brown - Bioisosteres in medicinal chemistry, 2012 - Wiley Online Library
One of the key challenges for the medicinal chemist today is the modulation and mediation
of the potency of a small-molecule therapeutic against its biological target. In addition, it is …