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Scientific discovery in the age of artificial intelligence
Artificial intelligence (AI) is being increasingly integrated into scientific discovery to augment
and accelerate research, hel** scientists to generate hypotheses, design experiments …
and accelerate research, hel** scientists to generate hypotheses, design experiments …
Emerging electrolytes with fluorinated solvents for rechargeable lithium-based batteries
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 …
fast mass and charge transfer are essential in many types of electrochemical energy storage …
Leveraging large language models for predictive chemistry
Abstract Machine learning has transformed many fields and has recently found applications
in chemistry and materials science. The small datasets commonly found in chemistry …
in chemistry and materials science. The small datasets commonly found in chemistry …
Structured information extraction from scientific text with large language models
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 …
learning models. Here, we present a simple approach to joint named entity recognition and …
Machine learning for a sustainable energy future
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 …
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 …
materials community for its excellent capability of generating required contents. With the …
Machine learning for electrocatalyst and photocatalyst design and discovery
Electrocatalysts and photocatalysts are key to a sustainable future, generating clean fuels,
reducing the impact of global warming, and providing solutions to environmental pollution …
reducing the impact of global warming, and providing solutions to environmental pollution …
AI in health and medicine
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 …
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
Emerging artificial intelligence (AI) capabilities will likely pervade nearly all organizational
contours and activities including knowledge management (KM). This article aims to uncover …
contours and activities including knowledge management (KM). This article aims to uncover …
On scientific understanding with artificial intelligence
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 …
products of every possible chemical reaction or the function of every protein would …