Artificial Intelligence Agents for Materials Sciences
The artificial intelligence (AI) tools based on large-language models may serve as a
demonstration that we are reaching a groundbreaking new paradigm in which machines …
demonstration that we are reaching a groundbreaking new paradigm in which machines …
[图书][B] Machine learning in chemistry: data-driven algorithms, learning systems, and predictions
New Possibilities for Artificial Intelligence in Chemical Research. Artificial intelligence, and
especially its application to chemistry, is an exciting and rapidly expanding area of research …
especially its application to chemistry, is an exciting and rapidly expanding area of research …
Development and uses of artificial intelligence in chemistry
H Cartwright - Reviews in Computational Chemistry, 2007 - Wiley Online Library
A decade ago, artificial intelligence (AI) was mainly of interest to computer scientists. Few
researchers in the physical sciences were familiar with the area; fewer still had tried to put its …
researchers in the physical sciences were familiar with the area; fewer still had tried to put its …
[HTML][HTML] Materials discovery with machine learning and knowledge discovery
ON Oliveira Jr, MCF Oliveira - Frontiers in chemistry, 2022 - frontiersin.org
Machine learning and other artificial intelligence methods are gaining increasing
prominence in chemistry and materials sciences, especially for materials design and …
prominence in chemistry and materials sciences, especially for materials design and …
Artificial intelligence in chemistry: current trends and future directions
ZJ Baum, X Yu, PY Ayala, Y Zhao… - Journal of Chemical …, 2021 - ACS Publications
The application of artificial intelligence (AI) to chemistry has grown tremendously in recent
years. In this Review, we studied the growth and distribution of AI-related chemistry …
years. In this Review, we studied the growth and distribution of AI-related chemistry …
[图书][B] Computational and Data-Driven Chemistry Using Artificial Intelligence: Fundamentals, Methods and Applications
T Akitsu - 2021 - books.google.com
Computational and Data-Driven Chemistry Using Artificial Intelligence: Volume 1:
Fundamentals, Methods and Applications highlights fundamental knowledge and current …
Fundamentals, Methods and Applications highlights fundamental knowledge and current …
[HTML][HTML] Emerging Chemistry & Machine Learning
CW Jones, W Lawal, X Xu - JACS Au, 2022 - ACS Publications
We all are witnesses to the recent explosion of applications of machine learning (ML) in
many branches of science. As a way to realize artificial intelligence (AI), ML itself has …
many branches of science. As a way to realize artificial intelligence (AI), ML itself has …
Natural language processing techniques for advancing materials discovery: a short review
JH Lee, M Lee, K Min - International Journal of Precision Engineering and …, 2023 - Springer
In the development of new industries, there is a growing demand for innovative materials.
However, locating such materials is a laborious and time-consuming endeavor. In response …
However, locating such materials is a laborious and time-consuming endeavor. In response …
[HTML][HTML] Five high-impact research areas in machine learning for materials science
B Meredig - Chemistry of Materials, 2019 - ACS Publications
(ML) and artificial intelligence (AI) to materials science are now commonplace. As materials
informatics has matured from a niche area of research into an established discipline, distinct …
informatics has matured from a niche area of research into an established discipline, distinct …