Automation and machine learning augmented by large language models in a catalysis study

Y Su, X Wang, Y Ye, Y Xie, Y Xu, Y Jiang, C Wang - Chemical Science, 2024 - pubs.rsc.org
Recent advancements in artificial intelligence and automation are transforming catalyst
discovery and design from traditional trial-and-error manual mode into intelligent, high …

[HTML][HTML] A review of transformers in drug discovery and beyond

J Jiang, L Chen, L Ke, B Dou, C Zhang, H Feng… - Journal of …, 2024 - Elsevier
Transformer models have emerged as pivotal tools within the realm of drug discovery,
distinguished by their unique architectural features and exceptional performance in …

DECIMER. ai: an open platform for automated optical chemical structure identification, segmentation and recognition in scientific publications

K Rajan, HO Brinkhaus, MI Agea, A Zielesny… - Nature …, 2023 - nature.com
The number of publications describing chemical structures has increased steadily over the
last decades. However, the majority of published chemical information is currently not …

[HTML][HTML] Open data and algorithms for open science in AI-driven molecular informatics

HO Brinkhaus, K Rajan, J Schaub, A Zielesny… - Current Opinion in …, 2023 - Elsevier
Recent years have seen a sharp increase in the development of deep learning and artificial
intelligence-based molecular informatics. There has been a growing interest in applying …

Advancements in hand-drawn chemical structure recognition through an enhanced DECIMER architecture

K Rajan, HO Brinkhaus, A Zielesny… - Journal of …, 2024 - Springer
Accurate recognition of hand-drawn chemical structures is crucial for digitising hand-written
chemical information in traditional laboratory notebooks or facilitating stylus-based structure …

ChemReco: Automated recognition of hand-drawn carbon–hydrogen–oxygen structures using deep learning

H Ouyang, W Liu, J Tao, Y Luo, W Zhang, J Zhou… - Scientific Reports, 2024 - nature.com
Chemical molecular structures are a direct and convenient means of expressing chemical
knowledge, playing a vital role in academic communication. In chemistry, hand drawing is a …

Application of Digital Methods in Polymer Science and Engineering

T Schuett, P Endres, T Standau… - Advanced Functional …, 2024 - Wiley Online Library
The development of new polymer materials is an emerging field for more than 100 years.
However, it is currently facing major challenges and the application of digital methods can …

Artificial Intelligence Techniques and Pedigree Charts in Oncogenetics: Towards an Experimental Multioutput Software System for Digitization and Risk Prediction

L Conte, E Rizzo, T Grassi, F Bagordo, E De Matteis… - Computation, 2024 - mdpi.com
Pedigree charts remain essential in oncological genetic counseling for identifying
individuals with an increased risk of developing hereditary tumors. However, this valuable …

[PDF][PDF] αExtractor: a system for automatic extraction of chemical information from biomedical literature

J Xiong, X Liu, Z Li, H Xiao, G Wang, Z Niu… - Science China Life …, 2024 - researchgate.net
Great progress has been made using artificial intelligence (AI) techniques in learning
knowledge from biomedical databases in recent years, revolutionizing the study of many …

Chemoinformatics and big data analytics: Revolutionizing chemical research-A review

R Verma, T Taneja, N Singh, N Tanwar - AIP Conference Proceedings, 2024 - pubs.aip.org
This article highlights how chemoinformatics and big data analytics transformed chemical
research. Chemical data storage, retrieval, analysis, and visualisation are being transformed …