Artificial intelligence in drug discovery and development

KK Mak, YH Wong, MR Pichika - Drug Discovery and Evaluation: Safety …, 2023 - Springer
This chapter comprehensively explores the pivotal role of artificial intelligence (AI) in drug
discovery and development, encapsulating its potentials, methodologies, real-world …

Artificial intelligence in pharmaceutical and healthcare research

SK Bhattamisra, P Banerjee, P Gupta… - Big Data and Cognitive …, 2023 - mdpi.com
Artificial intelligence (AI) is a branch of computer science that allows machines to work
efficiently, can analyze complex data. The research focused on AI has increased …

Deep learning and knowledge-based methods for computer-aided molecular design—toward a unified approach: State-of-the-art and future directions

AS Alshehri, R Gani, F You - Computers & Chemical Engineering, 2020 - Elsevier
The optimal design of compounds through manipulating properties at the molecular level is
often the key to considerable scientific advances and improved process systems …

Reducing diesel exhaust emissions by optimisation of alcohol oxygenates blend with diesel/biodiesel

NH Razak, H Hashim, NA Yunus, JJ Klemeš - Journal of Cleaner …, 2021 - Elsevier
Biodiesel is substantially found to reduce carbon dioxides, hazardous particulate matter but
increasing anthropogenic nitrogen oxides (NO x) emissions. Fuel blending with alcohol …

Computer-aided molecular design of solvents for chemical separation processes

S Chai, Z Song, T Zhou, L Zhang, Z Qi - Current Opinion in Chemical …, 2022 - Elsevier
Solvents are widely used in chemical industries, especially in various separation processes.
As traditional trial-and-error solvent selection is time-consuming and expensive, model …

Process systems engineering perspective on the design of materials and molecules

CS Adjiman, NV Sahinidis, DG Vlachos… - Industrial & …, 2021 - ACS Publications
This paper aims to provide an overview of the current state of the art in molecule and
material design and a perspective on open questions. First, we discuss the interplay …

Application of artificial intelligence in drug design: A review

S Singh, N Kaur, A Gehlot - Computers in Biology and Medicine, 2024 - Elsevier
Artificial intelligence (AI) is a field of computer science that involves acquiring information,
developing rule bases, and mimicking human behaviour. The fundamental concept behind …

Crystallization solvent design based on a new quantitative prediction model of crystal morphology

S Chai, E Li, L Zhang, J Du, Q Meng - AIChE Journal, 2022 - Wiley Online Library
Solution crystallization is an important separation unit operation in active pharmaceutical
ingredient production. Solvent is one of the important factors affecting crystal morphology …

Simultaneous solvent selection and process design for continuous reaction–extraction–crystallization systems

NP Mendis, J Wang, R Lakerveld - Industrial & Engineering …, 2022 - ACS Publications
Solvent selection is a crucial decision in many high value-added chemical manufacturing
processes. Computational approaches for solvent selection may substantially reduce the …

[HTML][HTML] Model-based solvent selection for the synthesis and crystallisation of pharmaceutical compounds

MH Muhieddine, SK Viswanath, A Armstrong… - Chemical Engineering …, 2022 - Elsevier
The pharmaceutical industry needs design tools to identify greener and more resource-
efficient process routes. Current model-based solvent selection methodologies often focus …