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Machine learning in combinatorial polymer chemistry

Nature Reviews Materials, 2021
The design of new functional polymers depends on the successful navigation of their structure-function landscapes. Advances in combinatorial polymer chemistry and machine learning provide exciting opportunities for the engineering of fit-for-purpose polymeric materials.
Adam Gormley   +2 more
exaly   +3 more sources

Enhancing Chemistry Learning with ChatGPT, Bing Chat, Bard, and Claude as Agents-to-Think-With: A Comparative Case Study

Social Science Research Network, 2023
This research delves into the comparative advantages of Generative AI chatbots (GenAIbots) -- ChatGPT, Bing Chat, Bard, and Claude -- in the context of Chemistry education, framed within a constructivist perspective. Our primary objective was to identify
R. P. D. Santos
semanticscholar   +1 more source

Deep Learning and Computational Chemistry

2021
Within the context of the latest resurgence in the application of artificial intelligence approaches, deep learning has undergone a renaissance over recent years. These methods have been applied to a number of problems in computational chemistry. Compared to other machine learning approaches, the practical performance advantages of deep neural networks
Tim, James, Dimitar, Hristozov
openaire   +2 more sources

Learning with brain chemistry

Nature Materials, 2020
Organic neuromorphic devices are now able to take direct input from cellular neurotransmitter release.
openaire   +2 more sources

STEAM INTEGRATION IN CHEMISTRY LEARNING FOR DEVELOPING 21ST CENTURY SKILLS

, 2021
This paper is based on the results of first year of two-year study in integrating Science, Technology, Engineering, Art, and Mathematics (STEAM) in chemistry learning.
A. Ridwan   +2 more
semanticscholar   +1 more source

An exploration-based SVVR approach to promote students’ chemistry learning effectiveness

Interactive Learning Environments, 2022
In science education, chemistry is a discipline that involves macroscopic matter and microscopic particles. It is difficult for the traditional teaching approach to help learners comprehend abstract chemical knowledge.
Qi-Fan Yang   +4 more
semanticscholar   +1 more source

Does Teacher Enthusiasm Facilitate Students' Chemistry Learning in Video Lectures Regardless of Students' Prior Chemistry Knowledge Levels?

Journal of Computer Assisted Learning
Video lectures which include the teachers' presence have become increasingly common. As teacher enthusiasm is a nonverbal cue in video lectures, more and more studies are focusing on this topic.
Huangfu Qian   +4 more
semanticscholar   +1 more source

The impact of industrial revolution 4.0 on basic chemistry learning

THE 2ND SCIENCE AND MATHEMATICS INTERNATIONAL CONFERENCE (SMIC 2020): Transforming Research and Education of Science and Mathematics in the Digital Age, 2021
Industrial Revolution 4.0, also known as industry 4.0, is currently becoming a technological trend in the smart manufacturing process in the world. It is indicated by the use of advanced technologies including Cyber-Physical System, the Internet of ...
I. Sari, Parlindungan Sinaga, Hernani
semanticscholar   +1 more source

Representation Learning in Chemistry

2020
The past few years have seen a significantly increased interest in applying contemporary machine learning methods to drug discovery, materials science, and other applications in chemistry. Recent advances in deep learning, coupled with the ever-expanding volume of publicly available data, have enabled a breadth of new directions to explore, both in ...
Joshua Staker, Gabriel Marques, J. Dakka
openaire   +1 more source

Integrating perspectives from indigenous knowledge and Western science in secondary and higher chemistry learning to contribute to sustainability education

Sustainable Chemistry and Pharmacy, 2020
In this paper, we suggest integrating perspectives from indigenous and Western science into chemistry learning. Doing so is suggested to enhance students' views on sustainability issues.
Robby Zidny, I. Eilks
semanticscholar   +1 more source

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