Topology-Controlled Self-Assembly of Amphiphilic Block Copolymers Article Swipe

PDF

Raquel López-Ríos de Castro , Robert M. Ziolek , Christian D. Lorenz ·

YOU? · · 2023 · Open Access · · DOI: https://doi.org/10.26434/chemrxiv-2023-1vw27-v2

Contemporary synthetic chemistry approaches can be used to yield a range of distinct polymer topologies with precise control. The topology of a polymer strongly influences its self-assembly into complex nanostructures however a clear mechanistic understanding of the relationship between polymer topology and self-assembly has not yet been developed. In this work, we use atomistic molecular dynamics simulations to provide a nanoscale picture of the self-assembly of three poly(ethylene oxide)-poly(methyl acrylate) block copolymers with different topologies into micelles. We find that the topology affects the ability of the micelle to form a compact hydrophobic core, which directly affects its stability. Also, we apply unsupervised machine learning techniques to show that the topology of a polymer affects its ability to take a conformation in response to the local environment within the micelles. This work provides foundations for the rational design of polymer nanostructures based on their underlying topology.

Related Topics

Concepts

Micelle Topology (electrical circuits) Polymer Amphiphile Copolymer Materials science Network topology Nanostructure Ethylene oxide Self-assembly Block (permutation group theory) Nanotechnology Chemistry Computer science Mathematics Organic chemistry Aqueous solution Combinatorics Composite material Operating system Geometry

Metadata

Type: preprint
Language: en
Landing Page: https://doi.org/10.26434/chemrxiv-2023-1vw27-v2
PDF: https://chemrxiv.org/engage/api-gateway/chemrxiv/assets/orp/resource/item/63ebabaefcfb27a31fc7a64a/original/topology-controlled-self-assembly-of-amphiphilic-block-copolymers.pdf
OA Status: gold
Cited By: 2
References: 35
Related Works: 10
OpenAlex ID: https://openalex.org/W4320922394

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W4320922394

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.26434/chemrxiv-2023-1vw27-v2

Digital Object Identifier
Title: Topology-Controlled Self-Assembly of Amphiphilic Block Copolymers

Work title
Type: preprint

OpenAlex work type
Language: en

Primary language
Publication year: 2023

Year of publication
Publication date: 2023-02-15

Full publication date if available
Authors: Raquel López-Ríos de Castro, Robert M. Ziolek, Christian D. Lorenz

List of authors in order
Landing page: https://doi.org/10.26434/chemrxiv-2023-1vw27-v2

Publisher landing page
PDF URL: https://chemrxiv.org/engage/api-gateway/chemrxiv/assets/orp/resource/item/63ebabaefcfb27a31fc7a64a/original/topology-controlled-self-assembly-of-amphiphilic-block-copolymers.pdf

Direct link to full text PDF
Open access: Yes

Whether a free full text is available
OA status: gold

Open access status per OpenAlex
OA URL: https://chemrxiv.org/engage/api-gateway/chemrxiv/assets/orp/resource/item/63ebabaefcfb27a31fc7a64a/original/topology-controlled-self-assembly-of-amphiphilic-block-copolymers.pdf

Direct OA link when available
Concepts: Micelle, Topology (electrical circuits), Polymer, Amphiphile, Copolymer, Materials science, Network topology, Nanostructure, Ethylene oxide, Self-assembly, Block (permutation group theory), Nanotechnology, Chemistry, Computer science, Mathematics, Organic chemistry, Aqueous solution, Combinatorics, Composite material, Operating system, Geometry

Top concepts (fields/topics) attached by OpenAlex
Cited by: 2

Total citation count in OpenAlex
Citations by year (recent): 2024: 1, 2023: 1

Per-year citation counts (last 5 years)
References (count): 35

Number of works referenced by this work
Related works (count): 10

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W4320922394
doi	https://doi.org/10.26434/chemrxiv-2023-1vw27-v2
ids.doi	https://doi.org/10.26434/chemrxiv-2023-1vw27-v2
ids.openalex	https://openalex.org/W4320922394
fwci	0.38574217
type	preprint
title	Topology-Controlled Self-Assembly of Amphiphilic Block Copolymers
awards[0].id	https://openalex.org/G546781751
awards[0].funder_id	https://openalex.org/F4320334629
awards[0].display_name
awards[0].funder_award_id	BB/T008709/1
awards[0].funder_display_name	Biotechnology and Biological Sciences Research Council
awards[1].id	https://openalex.org/G719024534
awards[1].funder_id	https://openalex.org/F4320334627
awards[1].display_name
awards[1].funder_award_id	EP/P020194/1, EP/T022213/1, EP/R029431, EP/V049771/1
awards[1].funder_display_name	Engineering and Physical Sciences Research Council
biblio.issue
biblio.volume
biblio.last_page
biblio.first_page
topics[0].id	https://openalex.org/T10405
topics[0].field.id	https://openalex.org/fields/16
topics[0].field.display_name	Chemistry
topics[0].score	0.9973000288009644
topics[0].domain.id	https://openalex.org/domains/3
topics[0].domain.display_name	Physical Sciences
topics[0].subfield.id	https://openalex.org/subfields/1605
topics[0].subfield.display_name	Organic Chemistry
topics[0].display_name	Advanced Polymer Synthesis and Characterization
topics[1].id	https://openalex.org/T11471
topics[1].field.id	https://openalex.org/fields/25
topics[1].field.display_name	Materials Science
topics[1].score	0.989799976348877
topics[1].domain.id	https://openalex.org/domains/3
topics[1].domain.display_name	Physical Sciences
topics[1].subfield.id	https://openalex.org/subfields/2505
topics[1].subfield.display_name	Materials Chemistry
topics[1].display_name	Block Copolymer Self-Assembly
topics[2].id	https://openalex.org/T11948
topics[2].field.id	https://openalex.org/fields/25
topics[2].field.display_name	Materials Science
topics[2].score	0.9846000075340271
topics[2].domain.id	https://openalex.org/domains/3
topics[2].domain.display_name	Physical Sciences
topics[2].subfield.id	https://openalex.org/subfields/2505
topics[2].subfield.display_name	Materials Chemistry
topics[2].display_name	Machine Learning in Materials Science
funders[0].id	https://openalex.org/F4320334627
funders[0].ror	https://ror.org/0439y7842
funders[0].display_name	Engineering and Physical Sciences Research Council
funders[1].id	https://openalex.org/F4320334629
funders[1].ror	https://ror.org/00cwqg982
funders[1].display_name	Biotechnology and Biological Sciences Research Council
is_xpac	False
apc_list
apc_paid
concepts[0].id	https://openalex.org/C11268172
concepts[0].level	3
concepts[0].score	0.7678889632225037
concepts[0].wikidata	https://www.wikidata.org/wiki/Q421110
concepts[0].display_name	Micelle
concepts[1].id	https://openalex.org/C184720557
concepts[1].level	2
concepts[1].score	0.7363680005073547
concepts[1].wikidata	https://www.wikidata.org/wiki/Q7825049
concepts[1].display_name	Topology (electrical circuits)
concepts[2].id	https://openalex.org/C521977710
concepts[2].level	2
concepts[2].score	0.6719250082969666
concepts[2].wikidata	https://www.wikidata.org/wiki/Q81163
concepts[2].display_name	Polymer
concepts[3].id	https://openalex.org/C67407626
concepts[3].level	4
concepts[3].score	0.6401537656784058
concepts[3].wikidata	https://www.wikidata.org/wiki/Q5723218
concepts[3].display_name	Amphiphile
concepts[4].id	https://openalex.org/C15920480
concepts[4].level	3
concepts[4].score	0.6391065120697021
concepts[4].wikidata	https://www.wikidata.org/wiki/Q421281
concepts[4].display_name	Copolymer
concepts[5].id	https://openalex.org/C192562407
concepts[5].level	0
concepts[5].score	0.5768876671791077
concepts[5].wikidata	https://www.wikidata.org/wiki/Q228736
concepts[5].display_name	Materials science
concepts[6].id	https://openalex.org/C199845137
concepts[6].level	2
concepts[6].score	0.49418237805366516
concepts[6].wikidata	https://www.wikidata.org/wiki/Q145490
concepts[6].display_name	Network topology
concepts[7].id	https://openalex.org/C186187911
concepts[7].level	2
concepts[7].score	0.4770480990409851
concepts[7].wikidata	https://www.wikidata.org/wiki/Q1093894
concepts[7].display_name	Nanostructure
concepts[8].id	https://openalex.org/C2777801237
concepts[8].level	4
concepts[8].score	0.4690224230289459
concepts[8].wikidata	https://www.wikidata.org/wiki/Q407473
concepts[8].display_name	Ethylene oxide
concepts[9].id	https://openalex.org/C26856880
concepts[9].level	2
concepts[9].score	0.4572853446006775
concepts[9].wikidata	https://www.wikidata.org/wiki/Q910150
concepts[9].display_name	Self-assembly
concepts[10].id	https://openalex.org/C2777210771
concepts[10].level	2
concepts[10].score	0.4534780979156494
concepts[10].wikidata	https://www.wikidata.org/wiki/Q4927124
concepts[10].display_name	Block (permutation group theory)
concepts[11].id	https://openalex.org/C171250308
concepts[11].level	1
concepts[11].score	0.4187159538269043
concepts[11].wikidata	https://www.wikidata.org/wiki/Q11468
concepts[11].display_name	Nanotechnology
concepts[12].id	https://openalex.org/C185592680
concepts[12].level	0
concepts[12].score	0.24063009023666382
concepts[12].wikidata	https://www.wikidata.org/wiki/Q2329
concepts[12].display_name	Chemistry
concepts[13].id	https://openalex.org/C41008148
concepts[13].level	0
concepts[13].score	0.22484946250915527
concepts[13].wikidata	https://www.wikidata.org/wiki/Q21198
concepts[13].display_name	Computer science
concepts[14].id	https://openalex.org/C33923547
concepts[14].level	0
concepts[14].score	0.11484923958778381
concepts[14].wikidata	https://www.wikidata.org/wiki/Q395
concepts[14].display_name	Mathematics
concepts[15].id	https://openalex.org/C178790620
concepts[15].level	1
concepts[15].score	0.10576143860816956
concepts[15].wikidata	https://www.wikidata.org/wiki/Q11351
concepts[15].display_name	Organic chemistry
concepts[16].id	https://openalex.org/C184651966
concepts[16].level	2
concepts[16].score	0.0
concepts[16].wikidata	https://www.wikidata.org/wiki/Q906356
concepts[16].display_name	Aqueous solution
concepts[17].id	https://openalex.org/C114614502
concepts[17].level	1
concepts[17].score	0.0
concepts[17].wikidata	https://www.wikidata.org/wiki/Q76592
concepts[17].display_name	Combinatorics
concepts[18].id	https://openalex.org/C159985019
concepts[18].level	1
concepts[18].score	0.0
concepts[18].wikidata	https://www.wikidata.org/wiki/Q181790
concepts[18].display_name	Composite material
concepts[19].id	https://openalex.org/C111919701
concepts[19].level	1
concepts[19].score	0.0
concepts[19].wikidata	https://www.wikidata.org/wiki/Q9135
concepts[19].display_name	Operating system
concepts[20].id	https://openalex.org/C2524010
concepts[20].level	1
concepts[20].score	0.0
concepts[20].wikidata	https://www.wikidata.org/wiki/Q8087
concepts[20].display_name	Geometry
keywords[0].id	https://openalex.org/keywords/micelle
keywords[0].score	0.7678889632225037
keywords[0].display_name	Micelle
keywords[1].id	https://openalex.org/keywords/topology
keywords[1].score	0.7363680005073547
keywords[1].display_name	Topology (electrical circuits)
keywords[2].id	https://openalex.org/keywords/polymer
keywords[2].score	0.6719250082969666
keywords[2].display_name	Polymer
keywords[3].id	https://openalex.org/keywords/amphiphile
keywords[3].score	0.6401537656784058
keywords[3].display_name	Amphiphile
keywords[4].id	https://openalex.org/keywords/copolymer
keywords[4].score	0.6391065120697021
keywords[4].display_name	Copolymer
keywords[5].id	https://openalex.org/keywords/materials-science
keywords[5].score	0.5768876671791077
keywords[5].display_name	Materials science
keywords[6].id	https://openalex.org/keywords/network-topology
keywords[6].score	0.49418237805366516
keywords[6].display_name	Network topology
keywords[7].id	https://openalex.org/keywords/nanostructure
keywords[7].score	0.4770480990409851
keywords[7].display_name	Nanostructure
keywords[8].id	https://openalex.org/keywords/ethylene-oxide
keywords[8].score	0.4690224230289459
keywords[8].display_name	Ethylene oxide
keywords[9].id	https://openalex.org/keywords/self-assembly
keywords[9].score	0.4572853446006775
keywords[9].display_name	Self-assembly
keywords[10].id	https://openalex.org/keywords/block
keywords[10].score	0.4534780979156494
keywords[10].display_name	Block (permutation group theory)
keywords[11].id	https://openalex.org/keywords/nanotechnology
keywords[11].score	0.4187159538269043
keywords[11].display_name	Nanotechnology
keywords[12].id	https://openalex.org/keywords/chemistry
keywords[12].score	0.24063009023666382
keywords[12].display_name	Chemistry
keywords[13].id	https://openalex.org/keywords/computer-science
keywords[13].score	0.22484946250915527
keywords[13].display_name	Computer science
keywords[14].id	https://openalex.org/keywords/mathematics
keywords[14].score	0.11484923958778381
keywords[14].display_name	Mathematics
keywords[15].id	https://openalex.org/keywords/organic-chemistry
keywords[15].score	0.10576143860816956
keywords[15].display_name	Organic chemistry
language	en
locations[0].id	doi:10.26434/chemrxiv-2023-1vw27-v2
locations[0].is_oa	True
locations[0].source
locations[0].license	cc-by
locations[0].pdf_url	https://chemrxiv.org/engage/api-gateway/chemrxiv/assets/orp/resource/item/63ebabaefcfb27a31fc7a64a/original/topology-controlled-self-assembly-of-amphiphilic-block-copolymers.pdf
locations[0].version	acceptedVersion
locations[0].raw_type	posted-content
locations[0].license_id	https://openalex.org/licenses/cc-by
locations[0].is_accepted	True
locations[0].is_published	False
locations[0].raw_source_name
locations[0].landing_page_url	https://doi.org/10.26434/chemrxiv-2023-1vw27-v2
indexed_in	crossref
authorships[0].author.id	https://openalex.org/A5048289453
authorships[0].author.orcid	https://orcid.org/0000-0003-2668-7405
authorships[0].author.display_name	Raquel López-Ríos de Castro
authorships[0].countries	GB
authorships[0].affiliations[0].institution_ids	https://openalex.org/I183935753
authorships[0].affiliations[0].raw_affiliation_string	King's College London
authorships[0].institutions[0].id	https://openalex.org/I183935753
authorships[0].institutions[0].ror	https://ror.org/0220mzb33
authorships[0].institutions[0].type	education
authorships[0].institutions[0].lineage	https://openalex.org/I124357947, https://openalex.org/I183935753
authorships[0].institutions[0].country_code	GB
authorships[0].institutions[0].display_name	King's College London
authorships[0].author_position	first
authorships[0].raw_author_name	Raquel Lopez-Rios De Castro
authorships[0].is_corresponding	False
authorships[0].raw_affiliation_strings	King's College London
authorships[1].author.id	https://openalex.org/A5068516736
authorships[1].author.orcid	https://orcid.org/0000-0003-4011-9658
authorships[1].author.display_name	Robert M. Ziolek
authorships[1].countries	GB
authorships[1].affiliations[0].institution_ids	https://openalex.org/I183935753
authorships[1].affiliations[0].raw_affiliation_string	King's College London
authorships[1].institutions[0].id	https://openalex.org/I183935753
authorships[1].institutions[0].ror	https://ror.org/0220mzb33
authorships[1].institutions[0].type	education
authorships[1].institutions[0].lineage	https://openalex.org/I124357947, https://openalex.org/I183935753
authorships[1].institutions[0].country_code	GB
authorships[1].institutions[0].display_name	King's College London
authorships[1].author_position	middle
authorships[1].raw_author_name	Robert Ziolek
authorships[1].is_corresponding	False
authorships[1].raw_affiliation_strings	King's College London
authorships[2].author.id	https://openalex.org/A5009492636
authorships[2].author.orcid	https://orcid.org/0000-0003-1028-4804
authorships[2].author.display_name	Christian D. Lorenz
authorships[2].countries	GB
authorships[2].affiliations[0].institution_ids	https://openalex.org/I183935753
authorships[2].affiliations[0].raw_affiliation_string	King's College London
authorships[2].institutions[0].id	https://openalex.org/I183935753
authorships[2].institutions[0].ror	https://ror.org/0220mzb33
authorships[2].institutions[0].type	education
authorships[2].institutions[0].lineage	https://openalex.org/I124357947, https://openalex.org/I183935753
authorships[2].institutions[0].country_code	GB
authorships[2].institutions[0].display_name	King's College London
authorships[2].author_position	last
authorships[2].raw_author_name	Chris Lorenz
authorships[2].is_corresponding	False
authorships[2].raw_affiliation_strings	King's College London
has_content.pdf	True
has_content.grobid_xml	True
is_paratext	False
open_access.is_oa	True
open_access.oa_url	https://chemrxiv.org/engage/api-gateway/chemrxiv/assets/orp/resource/item/63ebabaefcfb27a31fc7a64a/original/topology-controlled-self-assembly-of-amphiphilic-block-copolymers.pdf
open_access.oa_status	gold
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	Topology-Controlled Self-Assembly of Amphiphilic Block Copolymers
has_fulltext	True
is_retracted	False
updated_date	2025-11-06T03:46:38.306776
primary_topic.id	https://openalex.org/T10405
primary_topic.field.id	https://openalex.org/fields/16
primary_topic.field.display_name	Chemistry
primary_topic.score	0.9973000288009644
primary_topic.domain.id	https://openalex.org/domains/3
primary_topic.domain.display_name	Physical Sciences
primary_topic.subfield.id	https://openalex.org/subfields/1605
primary_topic.subfield.display_name	Organic Chemistry
primary_topic.display_name	Advanced Polymer Synthesis and Characterization
related_works	https://openalex.org/W2039502404, https://openalex.org/W2345935277, https://openalex.org/W3023159190, https://openalex.org/W4317828742, https://openalex.org/W2359299490, https://openalex.org/W3157447220, https://openalex.org/W2406858445, https://openalex.org/W1978732880, https://openalex.org/W2471002869, https://openalex.org/W3101748346
cited_by_count	2
counts_by_year[0].year	2024
counts_by_year[0].cited_by_count	1
counts_by_year[1].year	2023
counts_by_year[1].cited_by_count	1
locations_count	1
best_oa_location.id	doi:10.26434/chemrxiv-2023-1vw27-v2
best_oa_location.is_oa	True
best_oa_location.source
best_oa_location.license	cc-by
best_oa_location.pdf_url	https://chemrxiv.org/engage/api-gateway/chemrxiv/assets/orp/resource/item/63ebabaefcfb27a31fc7a64a/original/topology-controlled-self-assembly-of-amphiphilic-block-copolymers.pdf
best_oa_location.version	acceptedVersion
best_oa_location.raw_type	posted-content
best_oa_location.license_id	https://openalex.org/licenses/cc-by
best_oa_location.is_accepted	True
best_oa_location.is_published	False
best_oa_location.raw_source_name
best_oa_location.landing_page_url	https://doi.org/10.26434/chemrxiv-2023-1vw27-v2
primary_location.id	doi:10.26434/chemrxiv-2023-1vw27-v2
primary_location.is_oa	True
primary_location.source
primary_location.license	cc-by
primary_location.pdf_url	https://chemrxiv.org/engage/api-gateway/chemrxiv/assets/orp/resource/item/63ebabaefcfb27a31fc7a64a/original/topology-controlled-self-assembly-of-amphiphilic-block-copolymers.pdf
primary_location.version	acceptedVersion
primary_location.raw_type	posted-content
primary_location.license_id	https://openalex.org/licenses/cc-by
primary_location.is_accepted	True
primary_location.is_published	False
primary_location.raw_source_name
primary_location.landing_page_url	https://doi.org/10.26434/chemrxiv-2023-1vw27-v2
publication_date	2023-02-15
publication_year	2023
referenced_works	https://openalex.org/W6944410474, https://openalex.org/W3191916740, https://openalex.org/W2208587618, https://openalex.org/W2039495834, https://openalex.org/W2161015691, https://openalex.org/W3004565346, https://openalex.org/W1970152294, https://openalex.org/W2792727894, https://openalex.org/W2952463526, https://openalex.org/W2049138506, https://openalex.org/W2792371173, https://openalex.org/W2318626183, https://openalex.org/W3216164180, https://openalex.org/W2786672974, https://openalex.org/W2330518641, https://openalex.org/W2588876964, https://openalex.org/W1964937485, https://openalex.org/W2327031833, https://openalex.org/W2079993376, https://openalex.org/W4225264519, https://openalex.org/W2523809463, https://openalex.org/W2921209122, https://openalex.org/W2321993576, https://openalex.org/W2884764651, https://openalex.org/W2319323264, https://openalex.org/W3090655597, https://openalex.org/W4246043393, https://openalex.org/W2057912791, https://openalex.org/W4295681962, https://openalex.org/W3016966663, https://openalex.org/W3155106107, https://openalex.org/W2601243251, https://openalex.org/W1976499671, https://openalex.org/W2313234831, https://openalex.org/W2982369657
referenced_works_count	35
abstract_inverted_index.a	9, 21, 31, 59, 90, 112, 119
abstract_inverted_index.In	48
abstract_inverted_index.We	77
abstract_inverted_index.be	5
abstract_inverted_index.in	121
abstract_inverted_index.of	11, 20, 35, 62, 65, 85, 111, 138
abstract_inverted_index.on	142
abstract_inverted_index.to	7, 57, 88, 106, 117, 123
abstract_inverted_index.we	51, 100
abstract_inverted_index.The	18
abstract_inverted_index.and	41
abstract_inverted_index.can	4
abstract_inverted_index.for	134
abstract_inverted_index.has	43
abstract_inverted_index.its	25, 97, 115
abstract_inverted_index.not	44
abstract_inverted_index.the	36, 63, 80, 83, 86, 109, 124, 128, 135
abstract_inverted_index.use	52
abstract_inverted_index.yet	45
abstract_inverted_index.This	130
abstract_inverted_index.been	46
abstract_inverted_index.find	78
abstract_inverted_index.form	89
abstract_inverted_index.into	27, 75
abstract_inverted_index.show	107
abstract_inverted_index.take	118
abstract_inverted_index.that	79, 108
abstract_inverted_index.this	49
abstract_inverted_index.used	6
abstract_inverted_index.with	15, 72
abstract_inverted_index.work	131
abstract_inverted_index.Also,	99
abstract_inverted_index.apply	101
abstract_inverted_index.based	141
abstract_inverted_index.block	70
abstract_inverted_index.clear	32
abstract_inverted_index.core,	93
abstract_inverted_index.local	125
abstract_inverted_index.range	10
abstract_inverted_index.their	143
abstract_inverted_index.three	66
abstract_inverted_index.which	94
abstract_inverted_index.work,	50
abstract_inverted_index.yield	8
abstract_inverted_index.design	137
abstract_inverted_index.within	127
abstract_inverted_index.ability	84, 116
abstract_inverted_index.affects	82, 96, 114
abstract_inverted_index.between	38
abstract_inverted_index.compact	91
abstract_inverted_index.complex	28
abstract_inverted_index.however	30
abstract_inverted_index.machine	103
abstract_inverted_index.micelle	87
abstract_inverted_index.picture	61
abstract_inverted_index.polymer	13, 22, 39, 113, 139
abstract_inverted_index.precise	16
abstract_inverted_index.provide	58
abstract_inverted_index.control.	17
abstract_inverted_index.directly	95
abstract_inverted_index.distinct	12
abstract_inverted_index.dynamics	55
abstract_inverted_index.learning	104
abstract_inverted_index.provides	132
abstract_inverted_index.rational	136
abstract_inverted_index.response	122
abstract_inverted_index.strongly	23
abstract_inverted_index.topology	19, 40, 81, 110
abstract_inverted_index.acrylate)	69
abstract_inverted_index.atomistic	53
abstract_inverted_index.chemistry	2
abstract_inverted_index.different	73
abstract_inverted_index.micelles.	76, 129
abstract_inverted_index.molecular	54
abstract_inverted_index.nanoscale	60
abstract_inverted_index.synthetic	1
abstract_inverted_index.topology.	145
abstract_inverted_index.approaches	3
abstract_inverted_index.copolymers	71
abstract_inverted_index.developed.	47
abstract_inverted_index.influences	24
abstract_inverted_index.stability.	98
abstract_inverted_index.techniques	105
abstract_inverted_index.topologies	14, 74
abstract_inverted_index.underlying	144
abstract_inverted_index.environment	126
abstract_inverted_index.foundations	133
abstract_inverted_index.hydrophobic	92
abstract_inverted_index.mechanistic	33
abstract_inverted_index.simulations	56
abstract_inverted_index.Contemporary	0
abstract_inverted_index.conformation	120
abstract_inverted_index.relationship	37
abstract_inverted_index.unsupervised	102
abstract_inverted_index.poly(ethylene	67
abstract_inverted_index.self-assembly	26, 42, 64
abstract_inverted_index.understanding	34
abstract_inverted_index.nanostructures	29, 140
abstract_inverted_index.oxide)-poly(methyl	68
cited_by_percentile_year.max	94
cited_by_percentile_year.min	89
countries_distinct_count	1
institutions_distinct_count	3
citation_normalized_percentile.value	0.53071115
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	False