Efficient symmetry-aware materials generation <i>via</i> hierarchical generative flow networks
Efficient exploration of crystal structure space using hierarchical generative models optimized for diversity and stability.
Authors
- Sunil Gupta (ORCID: https://orcid.org/0000-0002-4669-9940)
- Santu Rana (ORCID: https://orcid.org/0000-0003-2247-850X)
- Svetha Venkatesh (ORCID: https://orcid.org/0000-0001-8675-6631)
- Sherif Abdulkader Tawfik (ORCID: https://orcid.org/0000-0003-3592-1419)
- Truyen Tran (ORCID: https://orcid.org/0000-0001-6531-8907)
- Tri Minh Nguyen (ORCID: https://orcid.org/0000-0002-9045-8589)
Institutions
- Deakin University (AU)
Publication Details
- Journal
- Digital Discovery
- Published
- 2025-10-02
- DOI
- https://doi.org/10.1039/d4dd00392f
- Citations
- 1
- Primary Topic
- Modular Robots and Swarm Intelligence
- Type
- article
- Field-Weighted Citation Impact
- 0.71