Current trends in computer aided drug design and a highlight of drugs discovered via computational techniques: A review
VT Sabe, T Ntombela, LA Jhamba… - European Journal of …, 2021 - Elsevier
Computer-aided drug design (CADD) is one of the pivotal approaches to contemporary pre-
clinical drug discovery, and various computational techniques and software programs are …
clinical drug discovery, and various computational techniques and software programs are …
Machine-learning methods for ligand–protein molecular docking
K Crampon, A Giorkallos, M Deldossi, S Baud… - Drug discovery today, 2022 - Elsevier
Artificial intelligence (AI) is often presented as a new Industrial Revolution. Many domains
use AI, including molecular simulation for drug discovery. In this review, we provide an …
use AI, including molecular simulation for drug discovery. In this review, we provide an …
Use of molecular docking computational tools in drug discovery
F Stanzione, I Giangreco, JC Cole - Progress in Medicinal Chemistry, 2021 - Elsevier
Molecular docking has become an important component of the drug discovery process.
Since first being developed in the 1980s, advancements in the power of computer hardware …
Since first being developed in the 1980s, advancements in the power of computer hardware …
[HTML][HTML] Molecular dynamics simulations in drug discovery and pharmaceutical development
Molecular dynamics (MD) simulations have become increasingly useful in the modern drug
development process. In this review, we give a broad overview of the current application …
development process. In this review, we give a broad overview of the current application …
GraphDTA: predicting drug–target binding affinity with graph neural networks
The development of new drugs is costly, time consuming and often accompanied with safety
issues. Drug repurposing can avoid the expensive and lengthy process of drug development …
issues. Drug repurposing can avoid the expensive and lengthy process of drug development …
Decision making in structure-based drug discovery: visual inspection of docking results
Molecular docking is a computational method widely used in drug discovery. Due to the
inherent inaccuracies of molecular docking, visual inspection of binding modes is a crucial …
inherent inaccuracies of molecular docking, visual inspection of binding modes is a crucial …
[HTML][HTML] Accelerating high-throughput virtual screening through molecular pool-based active learning
Structure-based virtual screening is an important tool in early stage drug discovery that
scores the interactions between a target protein and candidate ligands. As virtual libraries …
scores the interactions between a target protein and candidate ligands. As virtual libraries …
[HTML][HTML] Deep learning in virtual screening: recent applications and developments
TB Kimber, Y Chen, A Volkamer - International journal of molecular …, 2021 - mdpi.com
Drug discovery is a cost and time-intensive process that is often assisted by computational
methods, such as virtual screening, to speed up and guide the design of new compounds …
methods, such as virtual screening, to speed up and guide the design of new compounds …
[HTML][HTML] New machine learning and physics-based scoring functions for drug discovery
Scoring functions are essential for modern in silico drug discovery. However, the accurate
prediction of binding affinity by scoring functions remains a challenging task. The …
prediction of binding affinity by scoring functions remains a challenging task. The …
[HTML][HTML] Application of computational biology and artificial intelligence in drug design
Traditional drug design requires a great amount of research time and developmental
expense. Booming computational approaches, including computational biology, computer …
expense. Booming computational approaches, including computational biology, computer …