Concepedia

Sebastian Ament

SA

10

Publications

326

Citations

10

H-Index

2016

Active since

Affiliations

Cornell University(Current)

California Institute of Technology

Courant Institute of Mathematical Sciences

Joint Center for Artificial Photosynthesis

New York University

Sebastian Ament is an author at Cornell University specializing in engineering, computer science, and data science.

ORCID

Top concepts

Publications per year

2016–2024

10

Publications

10

Autonomous materials synthesis via hierarchical active learning of nonequilibrium phase diagrams

Sebastian Ament, Maximilian Amsler, Duncan R. Sutherland et al. · Science Advances · 2021 · 72 citations · Full text

Automating crystal-structure phase mapping by combining deep learning with constraint reasoning

Di Chen, Yiwei Bai, Sebastian Ament et al. · Nature Machine Intelligence · 2021 · 61 citations · Full text

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Unexpected Improvements to Expected Improvement for Bayesian Optimization

Sebastian Ament, Samuel Daulton, David Eriksson et al. · arXiv (Cornell University) · 2023 · 41 citations · Full text

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CRYSTAL: a multi-agent AI system for automated mapping of materials’ crystal structures

Carla P. Gomes, Junwen Bai, Yexiang Xue et al. · MRS Communications · 2019 · 34 citations · Full text

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Multi-component background learning automates signal detection for spectroscopic data

Sebastian Ament, Helge S. Stein, Dan Guevarra et al. · npj Computational Materials · 2019 · 32 citations · Full text

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