Evidence map›Paper›PMID 41705948›Full record

ArticleACS nano2026

Autonomous Synthesis of Nanoparticles with Target Scattering Patterns.

Andy S Anker, Jonas H Jensen, Miguel González-Duque, Rodrigo Moreno, Aleksandra Smolska, Mikkel Juelsholt, Vincent Hardion, Mads R V Jørgensen, Andrés Faíña, Jonathan Quinson and 2 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in ACS nano, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Review
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

12 authors.

Andy S AnkerDepartment of Energy Conversion and Storage, Technical University of Denmark, Kgs Lyngby 2800, Denmark.ORCID 0000-0002-7403-6642
Jonas H JensenDepartment of Computer Science, IT University of Copenhagen, 2300 Copenhagen, Denmark.
Miguel González-DuqueDepartment of Biology, University of Copenhagen, Copenhagen 2200, Denmark.
Rodrigo MorenoDepartment of Computer Science, IT University of Copenhagen, 2300 Copenhagen, Denmark.ORCID 0000-0003-3738-010X
Aleksandra SmolskaBiological and Chemical Engineering Department, Aarhus University, Aarhus 8200, Denmark.
Mikkel JuelsholtDepartment of Chemical Engineering, Columbia University, New York, New York 10027, United States.
Vincent HardionMAX IV Laboratory, Lund University, Lund 225 94, Sweden.
Mads R V JørgensenMAX IV Laboratory, Lund University, Lund 225 94, Sweden.
Andrés FaíñaDepartment of Computer Science, IT University of Copenhagen, 2300 Copenhagen, Denmark.
Jonathan QuinsonBiological and Chemical Engineering Department, Aarhus University, Aarhus 8200, Denmark.ORCID 0000-0002-9374-9330
Kasper StøyDepartment of Computer Science, IT University of Copenhagen, 2300 Copenhagen, Denmark.
Tejs VeggeDepartment of Energy Conversion and Storage, Technical University of Denmark, Kgs Lyngby 2800, Denmark.ORCID 0000-0002-1484-0284

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Controlled synthesis of materials with specified atomic structures underpins technological advances yet remains reliant on iterative, trial-and-error approaches. Nanoparticles (NPs), whose atomic arrangement dictates their emergent properties,

Indexed as

autonomous laboratoriesmachine learningnanomaterialsrobotic synthesisself-driving laboratoriessynchrotronsX-ray scattering

Identifiers

PMID41705948
PMCPMC12961950

What OpenQuestion holds

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Registered trials

None linked

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.