Evidence map›Paper›PMID 40493201›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Equilibrium-gated pattern formation: How molecular dissociation thermodynamics drive emergent behavior in dissipative polymeric systems.

Donald Bistri, Anna Cramblitt, Ignacio Arretche, Conan Zhang, Reid B Cope, Michael Zakoworotny, Mya G Mills, Luis E Rodriguez Koett, Lauren Chua, Rafael Gómez-Bombarelli and 4 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Donald BistriDepartment of Aerospace Engineering, University of Illinois Urbana-Champaign, Urbana, IL 61801.ORCID 0000-0001-8433-3504
Anna CramblittBeckman Institute, University of Illinois Urbana-Champaign, Urbana, IL 61801.ORCID 0000-0003-2994-0306
Ignacio Arretche *Beckman Institute, University of Illinois Urbana-Champaign, Urbana, IL 61801.
Conan Zhang *Department of Aerospace Engineering, University of Illinois Urbana-Champaign, Urbana, IL 61801.
Reid B CopeBeckman Institute, University of Illinois Urbana-Champaign, Urbana, IL 61801.
Michael ZakoworotnyDepartment of Aerospace Engineering, University of Illinois Urbana-Champaign, Urbana, IL 61801.
Mya G MillsBeckman Institute, University of Illinois Urbana-Champaign, Urbana, IL 61801.
Luis E Rodriguez KoettBeckman Institute, University of Illinois Urbana-Champaign, Urbana, IL 61801.
Lauren ChuaDepartment of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139.
Rafael Gómez-BombarelliDepartment of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139.ORCID 0000-0002-9495-8599
Sameh H TawfickBeckman Institute, University of Illinois Urbana-Champaign, Urbana, IL 61801.ORCID 0000-0003-3645-527X
Nancy R SottosBeckman Institute, University of Illinois Urbana-Champaign, Urbana, IL 61801.
Jeffrey S MooreBeckman Institute, University of Illinois Urbana-Champaign, Urbana, IL 61801.ORCID 0000-0001-5841-6269
Philippe H GeubelleDepartment of Aerospace Engineering, University of Illinois Urbana-Champaign, Urbana, IL 61801.ORCID 0000-0002-4670-5474

Funding

Energy Frontier Research Centers (EFRCs) DE-SC0023457
6 · The paper itself

Abstract

Emergent patterns in biological systems arise through dissipative processes that balance reaction and transport phenomena, producing highly functional properties from self-regulating mechanisms. Synthetic fabrication, by contrast, often relies on user-controlled, multistep methods that lack the self-organizing capabilities of natural systems. Inspired by nature, we sought chemical systems that integrate strongly coupled reaction and transport phenomena, identifying frontal ring-opening metathesis polymerization (FROMP) as a method capable of creating diverse forms and functions through reactive processing. By employing discrete molecular initiators, FROMP allows precise control of key reaction steps-inhibition, initiation, and propagation. Using an integrated computational and experimental framework, we uncover how near-equilibrium inhibition dynamics, coupled with far-from-equilibrium reaction kinetics, drive pattern formation in frontally polymerized synthetic materials. We propose the concept of equilibrium-gated pattern formation, demonstrating how initiator chemistry can be tuned to achieve programmable macroscale properties. Our study reveals a surprising insight: Emergent behavior in FROMP systems arises from the inhibition-dominated regime of resin composition, expanding prior observations that such behavior is confined to a narrow compositional space near the boundary between front quenching and uniform front propagation. We identify a broader compositional window, far from the quenching regime, where emergent behavior reliably manifests. This expanded design space significantly enhances the operational flexibility of reactive systems and their capacity for self-organization. These insights provide a roadmap for designing bioinspired materials with self-organizing capabilities, unlocking possibilities in synthetic manufacturing.

Indexed as

architected polymersfrontal polymerizationspontaneous patterningthermochemistry

Identifiers

PMID40493201
PMCPMC12184403

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.