Efficient Symmetry-Aware Materials Generation via Hierarchical Generative Flow Networks Article Swipe

PDF

Tri Minh Nguyen , Sherif Abdulkader Tawfik , Truyen Tran , Sunil Gupta , Santu Rana , Svetha Venkatesh ·

YOU? · · 2025 · Open Access · · DOI: https://doi.org/10.1039/d4dd00392f

Discovering new solid-state materials requires rapidly exploring the vast space of crystal structures and locating stable regions. Generating stable materials with desired properties and compositions is extremely difficult as we...

Related Topics

His Dark Materials (Tv Series)

His Dark Materials

Materials Science

Redwood Materials

Efficient-Market Hypothesis

Bill Of Materials

Dust (His Dark Materials)

Resilience (Materials Science)

Strength Of Materials

Efficient Frontier

Thermoelectric Materials

Materials For Use In Vacuum

Concepts

No concepts available.

Metadata

Type: article
Language: en
Landing Page: https://doi.org/10.1039/d4dd00392f
PDF: https://pubs.rsc.org/en/content/articlepdf/2025/dd/d4dd00392f
OA Status: diamond
OpenAlex ID: https://openalex.org/W4414755671

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W4414755671

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.1039/d4dd00392f

Digital Object Identifier
Title: Efficient Symmetry-Aware Materials Generation via Hierarchical Generative Flow Networks

Work title
Type: article

OpenAlex work type
Language: en

Primary language
Publication year: 2025

Year of publication
Publication date: 2025-01-01

Full publication date if available
Authors: Tri Minh Nguyen, Sherif Abdulkader Tawfik, Truyen Tran, Sunil Gupta, Santu Rana, Svetha Venkatesh

List of authors in order
Landing page: https://doi.org/10.1039/d4dd00392f

Publisher landing page
PDF URL: https://pubs.rsc.org/en/content/articlepdf/2025/dd/d4dd00392f

Direct link to full text PDF
Open access: Yes

Whether a free full text is available
OA status: diamond

Open access status per OpenAlex
OA URL: https://pubs.rsc.org/en/content/articlepdf/2025/dd/d4dd00392f

Direct OA link when available
Cited by: 0

Total citation count in OpenAlex

Full payload

id	https://openalex.org/W4414755671
doi	https://doi.org/10.1039/d4dd00392f
ids.doi	https://doi.org/10.1039/d4dd00392f
ids.openalex	https://openalex.org/W4414755671
fwci	0.0
type	article
title	Efficient Symmetry-Aware Materials Generation via Hierarchical Generative Flow Networks
biblio.issue
biblio.volume
biblio.last_page
biblio.first_page
topics[0].id	https://openalex.org/T12784
topics[0].field.id	https://openalex.org/fields/22
topics[0].field.display_name	Engineering
topics[0].score	0.9039999842643738
topics[0].domain.id	https://openalex.org/domains/3
topics[0].domain.display_name	Physical Sciences
topics[0].subfield.id	https://openalex.org/subfields/2210
topics[0].subfield.display_name	Mechanical Engineering
topics[0].display_name	Modular Robots and Swarm Intelligence
is_xpac	False
apc_list
apc_paid
language	en
locations[0].id	doi:10.1039/d4dd00392f
locations[0].is_oa	True
locations[0].source.id	https://openalex.org/S4210202120
locations[0].source.issn	2635-098X
locations[0].source.type	journal
locations[0].source.is_oa	True
locations[0].source.issn_l	2635-098X
locations[0].source.is_core	True
locations[0].source.is_in_doaj	True
locations[0].source.display_name	Digital Discovery
locations[0].source.host_organization	https://openalex.org/P4310320556
locations[0].source.host_organization_name	Royal Society of Chemistry
locations[0].source.host_organization_lineage	https://openalex.org/P4310320556
locations[0].source.host_organization_lineage_names	Royal Society of Chemistry
locations[0].license	cc-by-nc
locations[0].pdf_url	https://pubs.rsc.org/en/content/articlepdf/2025/dd/d4dd00392f
locations[0].version	publishedVersion
locations[0].raw_type	journal-article
locations[0].license_id	https://openalex.org/licenses/cc-by-nc
locations[0].is_accepted	True
locations[0].is_published	True
locations[0].raw_source_name	Digital Discovery
locations[0].landing_page_url	https://doi.org/10.1039/d4dd00392f
indexed_in	crossref, doaj
authorships[0].author.id	https://openalex.org/A5100764745
authorships[0].author.orcid	https://orcid.org/0000-0002-9045-8589
authorships[0].author.display_name	Tri Minh Nguyen
authorships[0].author_position	first
authorships[0].raw_author_name	Tri Minh Nguyen
authorships[0].is_corresponding	False
authorships[1].author.id	https://openalex.org/A5081512326
authorships[1].author.orcid	https://orcid.org/0000-0003-3592-1419
authorships[1].author.display_name	Sherif Abdulkader Tawfik
authorships[1].author_position	middle
authorships[1].raw_author_name	Sherif Abdulkader Tawfik
authorships[1].is_corresponding	False
authorships[2].author.id	https://openalex.org/A5085471517
authorships[2].author.orcid	https://orcid.org/0000-0001-6531-8907
authorships[2].author.display_name	Truyen Tran
authorships[2].author_position	middle
authorships[2].raw_author_name	Truyen Tran
authorships[2].is_corresponding	False
authorships[3].author.id	https://openalex.org/A5011012522
authorships[3].author.orcid	https://orcid.org/0000-0002-4669-9940
authorships[3].author.display_name	Sunil Gupta
authorships[3].author_position	middle
authorships[3].raw_author_name	Sunil Gupta
authorships[3].is_corresponding	False
authorships[4].author.id	https://openalex.org/A5024215125
authorships[4].author.orcid	https://orcid.org/0000-0003-2247-850X
authorships[4].author.display_name	Santu Rana
authorships[4].author_position	middle
authorships[4].raw_author_name	Santu Rana
authorships[4].is_corresponding	False
authorships[5].author.id	https://openalex.org/A5045540854
authorships[5].author.orcid	https://orcid.org/0000-0001-8675-6631
authorships[5].author.display_name	Svetha Venkatesh
authorships[5].author_position	last
authorships[5].raw_author_name	Svetha Venkatesh
authorships[5].is_corresponding	False
has_content.pdf	True
has_content.grobid_xml	False
is_paratext	False
open_access.is_oa	True
open_access.oa_url	https://pubs.rsc.org/en/content/articlepdf/2025/dd/d4dd00392f
open_access.oa_status	diamond
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	Efficient Symmetry-Aware Materials Generation via Hierarchical Generative Flow Networks
has_fulltext	False
is_retracted	False
updated_date	2025-11-06T03:46:38.306776
primary_topic.id	https://openalex.org/T12784
primary_topic.field.id	https://openalex.org/fields/22
primary_topic.field.display_name	Engineering
primary_topic.score	0.9039999842643738
primary_topic.domain.id	https://openalex.org/domains/3
primary_topic.domain.display_name	Physical Sciences
primary_topic.subfield.id	https://openalex.org/subfields/2210
primary_topic.subfield.display_name	Mechanical Engineering
primary_topic.display_name	Modular Robots and Swarm Intelligence
cited_by_count	0
locations_count	1
best_oa_location.id	doi:10.1039/d4dd00392f
best_oa_location.is_oa	True
best_oa_location.source.id	https://openalex.org/S4210202120
best_oa_location.source.issn	2635-098X
best_oa_location.source.type	journal
best_oa_location.source.is_oa	True
best_oa_location.source.issn_l	2635-098X
best_oa_location.source.is_core	True
best_oa_location.source.is_in_doaj	True
best_oa_location.source.display_name	Digital Discovery
best_oa_location.source.host_organization	https://openalex.org/P4310320556
best_oa_location.source.host_organization_name	Royal Society of Chemistry
best_oa_location.source.host_organization_lineage	https://openalex.org/P4310320556
best_oa_location.source.host_organization_lineage_names	Royal Society of Chemistry
best_oa_location.license	cc-by-nc
best_oa_location.pdf_url	https://pubs.rsc.org/en/content/articlepdf/2025/dd/d4dd00392f
best_oa_location.version	publishedVersion
best_oa_location.raw_type	journal-article
best_oa_location.license_id	https://openalex.org/licenses/cc-by-nc
best_oa_location.is_accepted	True
best_oa_location.is_published	True
best_oa_location.raw_source_name	Digital Discovery
best_oa_location.landing_page_url	https://doi.org/10.1039/d4dd00392f
primary_location.id	doi:10.1039/d4dd00392f
primary_location.is_oa	True
primary_location.source.id	https://openalex.org/S4210202120
primary_location.source.issn	2635-098X
primary_location.source.type	journal
primary_location.source.is_oa	True
primary_location.source.issn_l	2635-098X
primary_location.source.is_core	True
primary_location.source.is_in_doaj	True
primary_location.source.display_name	Digital Discovery
primary_location.source.host_organization	https://openalex.org/P4310320556
primary_location.source.host_organization_name	Royal Society of Chemistry
primary_location.source.host_organization_lineage	https://openalex.org/P4310320556
primary_location.source.host_organization_lineage_names	Royal Society of Chemistry
primary_location.license	cc-by-nc
primary_location.pdf_url	https://pubs.rsc.org/en/content/articlepdf/2025/dd/d4dd00392f
primary_location.version	publishedVersion
primary_location.raw_type	journal-article
primary_location.license_id	https://openalex.org/licenses/cc-by-nc
primary_location.is_accepted	True
primary_location.is_published	True
primary_location.raw_source_name	Digital Discovery
primary_location.landing_page_url	https://doi.org/10.1039/d4dd00392f
publication_date	2025-01-01
publication_year	2025
referenced_works_count	0
abstract_inverted_index.as	28
abstract_inverted_index.is	25
abstract_inverted_index.of	10
abstract_inverted_index.and	13, 23
abstract_inverted_index.new	1
abstract_inverted_index.the	7
abstract_inverted_index.vast	8
abstract_inverted_index.with	20
abstract_inverted_index.space	9
abstract_inverted_index.we...	29
abstract_inverted_index.stable	15, 18
abstract_inverted_index.crystal	11
abstract_inverted_index.desired	21
abstract_inverted_index.rapidly	5
abstract_inverted_index.locating	14
abstract_inverted_index.regions.	16
abstract_inverted_index.requires	4
abstract_inverted_index.difficult	27
abstract_inverted_index.exploring	6
abstract_inverted_index.extremely	26
abstract_inverted_index.materials	3, 19
abstract_inverted_index.Generating	17
abstract_inverted_index.properties	22
abstract_inverted_index.structures	12
abstract_inverted_index.Discovering	0
abstract_inverted_index.solid-state	2
abstract_inverted_index.compositions	24
cited_by_percentile_year
countries_distinct_count	0
institutions_distinct_count	6
citation_normalized_percentile.value	0.52440707
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	False