AAAI 2024technical4 citations
Integrated Systems for Computational Scientific Discovery
Abstract
This paper poses the challenge of developing and evaluating integrated systems for computational scientific discovery. We note some distinguishing characteristics of discovery tasks, examine eight component abilities, review previous successes at partial integration, and consider hurdles the AI research community must leap to transform the vision for integrated discovery into reality. In closing, we discuss promising scientific domains in which to test such computational artifacts.
BibTeX
@article{Langley_2024, title={Integrated Systems for Computational Scientific Discovery}, volume={38}, url={https://ojs.aaai.org/index.php/AAAI/article/view/30269}, DOI={10.1609/aaai.v38i20.30269}, abstractNote={This paper poses the challenge of developing and evaluating integrated
systems for computational scientific discovery. We note some distinguishing
characteristics of discovery tasks, examine eight component abilities,
review previous successes at partial integration, and consider hurdles
the AI research community must leap to transform the vision for
integrated discovery into reality. In closing, we discuss promising
scientific domains in which to test such computational artifacts.}, number={20}, journal={Proceedings of the AAAI Conference on Artificial Intelligence}, author={Langley, Pat}, year={2024}, month={Mar.}, pages={22598-22606} }