Evidence map›Paper›PMID 41986379›Full record

ArticleNature communications2026

Fractional crystallization of colloids by sequential tuning of depletion forces.

Sehee Yang, Sanghyuk Park, Yongseok Jung, Young Geon Kim, Jiwoo Lee, Shin-Hyun Kim

Abstract read
In one paragraph

Article in Nature communications, 2026. 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

6 authors.

Sehee YangDepartment of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea.ORCID http://orcid.org/0009-0004-8319-7706
Sanghyuk ParkDepartment of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea.ORCID http://orcid.org/0000-0003-4511-7280
Yongseok JungDepartment of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea.ORCID http://orcid.org/0009-0008-7790-8187
Young Geon KimDepartment of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea.ORCID http://orcid.org/0009-0006-8259-3672
Jiwoo LeeDepartment of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea.ORCID http://orcid.org/0009-0007-1957-5954
Shin-Hyun KimDepartment of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea. kim.sh@kaist.ac.kr.ORCID http://orcid.org/0000-0003-4095-5779

Funding

Ministry of Science, ICT and Future Planning (MSIP) GIST InnoCORE KH0860National Research Foundation of Korea (NRF) RS-2025-02222546National Research Foundation of Korea (NRF) RS-2025-20842972
6 · The paper itself

Abstract

Fractional crystallization is a powerful and precise separation method capable of discriminating even between molecular isomers by exploiting subtle solubility differences. While colloidal particles are inherently insoluble, they undergo crystallization and melting transitions governed by interparticle interactions, akin to molecular systems. Inspired by this molecular approach, here we show a simple thermodynamic method to separate colloidal particles by size using depletion forces. By tuning interparticle potentials to emulate Mie-type interactions, we show that particles crystallize independently when the depth of the attractive well exceeds a species-specific threshold. Due to greater excluded volume overlap, larger particles experience stronger depletion attractions, allowing them to crystallize while smaller particles stay in the fluid. Building upon this principle, we establish a sequential fractional crystallization protocol-comprising crystallization, melting, and recrystallization-that achieves fractionation of colloids with <10% size differences. Notably, when all particle species marginally exceed the crystallization threshold, they preferentially crystallize into their respective lattices to maximize coordination numbers and enthalpic gains. Under stronger attractions, particles first form kinetically arrested glassy alloys that later relax into metastable crystalline alloys without macroscopic separation.

Identifiers

PMID41986379
PMCPMC13261056

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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.