Scientific discovery in the age of artificial intelligence

H Wang, T Fu, Y Du, W Gao, K Huang, Z Liu… - Nature, 2023 - nature.com
Artificial intelligence (AI) is being increasingly integrated into scientific discovery to augment
and accelerate research, hel** scientists to generate hypotheses, design experiments …

Emerging electrolytes with fluorinated solvents for rechargeable lithium-based batteries

Y Wang, Z Li, Y Hou, Z Hao, Q Zhang, Y Ni… - Chemical Society …, 2023 - pubs.rsc.org
Electrolytes that can ensure the movement of ions and regulate interfacial chemistries for
fast mass and charge transfer are essential in many types of electrochemical energy storage …

Leveraging large language models for predictive chemistry

KM Jablonka, P Schwaller… - Nature Machine …, 2024 - nature.com
Abstract Machine learning has transformed many fields and has recently found applications
in chemistry and materials science. The small datasets commonly found in chemistry …

Structured information extraction from scientific text with large language models

J Dagdelen, A Dunn, S Lee, N Walker… - Nature …, 2024 - nature.com
Extracting structured knowledge from scientific text remains a challenging task for machine
learning models. Here, we present a simple approach to joint named entity recognition and …

Machine learning for a sustainable energy future

Z Yao, Y Lum, A Johnston, LM Mejia-Mendoza… - Nature Reviews …, 2023 - nature.com
Transitioning from fossil fuels to renewable energy sources is a critical global challenge; it
demands advances—at the materials, devices and systems levels—for the efficient …

[HTML][HTML] Generative artificial intelligence and its applications in materials science: Current situation and future perspectives

Y Liu, Z Yang, Z Yu, Z Liu, D Liu, H Lin, M Li, S Ma… - Journal of …, 2023 - Elsevier
Abstract Generative Artificial Intelligence (GAI) is attracting the increasing attention of
materials community for its excellent capability of generating required contents. With the …

Machine learning for electrocatalyst and photocatalyst design and discovery

H Mai, TC Le, D Chen, DA Winkler… - Chemical …, 2022 - ACS Publications
Electrocatalysts and photocatalysts are key to a sustainable future, generating clean fuels,
reducing the impact of global warming, and providing solutions to environmental pollution …

AI in health and medicine

P Rajpurkar, E Chen, O Banerjee, EJ Topol - Nature medicine, 2022 - nature.com
Artificial intelligence (AI) is poised to broadly reshape medicine, potentially improving the
experiences of both clinicians and patients. We discuss key findings from a 2-year weekly …

[HTML][HTML] Artificial intelligence and knowledge management: A partnership between human and AI

MH Jarrahi, D Askay, A Eshraghi, P Smith - Business Horizons, 2023 - Elsevier
Emerging artificial intelligence (AI) capabilities will likely pervade nearly all organizational
contours and activities including knowledge management (KM). This article aims to uncover …

On scientific understanding with artificial intelligence

M Krenn, R Pollice, SY Guo, M Aldeghi… - Nature Reviews …, 2022 - nature.com
An oracle that correctly predicts the outcome of every particle physics experiment, the
products of every possible chemical reaction or the function of every protein would …