Evidence map›Paper›PMID 42250212›Full record

ReviewACS nano2026

Programmable Doped Metal Oxide Nanocrystals via Continuous Growth.

Nicolò Petrini, Andrea Camellini, Andrea Rubino, Priyadarshi Ranjan, Irene Martin, Enrico Squiccimarro, Sidharth Kuriyil, Anjana Muraleedharan Panangattil, Francesco Scotognella, Nicola Curreli and 2 more

Abstract readReview
In one paragraph

Review in ACS nano, 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

12 authors.

Nicolò PetriniDepartment of Applied Science and Technology, Politecnico di Torino, Torino10129, Italy.ORCID 0000-0003-4203-974X
Andrea CamelliniDepartment of Applied Science and Technology, Politecnico di Torino, Torino10129, Italy.ORCID 0000-0002-6216-820X
Andrea RubinoDepartment of Applied Science and Technology, Politecnico di Torino, Torino10129, Italy.ORCID 0000-0003-0302-7340
Priyadarshi RanjanDepartment of Applied Science and Technology, Politecnico di Torino, Torino10129, Italy.ORCID 0000-0002-6946-0289
Irene MartinDepartment of Applied Science and Technology, Politecnico di Torino, Torino10129, Italy.
Enrico SquiccimarroDepartment of Applied Science and Technology, Politecnico di Torino, Torino10129, Italy.ORCID 0009-0008-6806-1658
Sidharth KuriyilDepartment of Applied Science and Technology, Politecnico di Torino, Torino10129, Italy.ORCID 0009-0004-8103-5412
Anjana Muraleedharan PanangattilDepartment of Applied Science and Technology, Politecnico di Torino, Torino10129, Italy.ORCID 0000-0001-5876-3797
Francesco ScotognellaDepartment of Applied Science and Technology, Politecnico di Torino, Torino10129, Italy.ORCID 0000-0003-2781-2116
Nicola CurreliDepartment of Electrical and Electronic Engineering, University of Cagliari, Via Marengo 2, Cagliari09123, Italy.ORCID 0000-0002-5786-8885
Teresa GattiDepartment of Applied Science and Technology, Politecnico di Torino, Torino10129, Italy.ORCID 0000-0001-5343-8055
Ilka KriegelDepartment of Applied Science and Technology, Politecnico di Torino, Torino10129, Italy.ORCID 0000-0002-0221-3769

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Doped metal oxide nanocrystals have emerged as a versatile platform for optoelectronic, catalytic, and energy-related applications, owing to their tunable electronic structure, chemical robustness, and solution processability. Recent advances in continuous injection ("living") synthesis have transformed these materials from static products of batch reactions into programmable inorganic architectures, enabling deterministic control over size, faceting, surface chemistry, and, critically, radial dopant distribution. In this Review, we examine how precursor flux, reagent identity, and temporal dopant delivery encode growth pathways that directly map onto plasmonic response, charge transport, electrochromic behavior, and chemical reactivity. We highlight how controlled dopant placement and surface electrostatics define depletion layers and tune active nanocrystal response. Beyond optical and electronic function, we discuss emerging opportunities in catalysis, photoinduced charge storage, and chromogenic devices, where nanocrystals designed at the synthesis stage enable functionalities not accessible through postsynthetic modification alone. Finally, we outline future directions toward predictive synthesis and scalable integration, positioning continuous growth as a general design framework for next-generation functional oxide-based nanomaterials.

Indexed as

continuous-growth synthesisdepletion layerdoping controlindium tin oxidelight-based energy applicationslocalized surface plasmon resonancemetal oxide nanocrystalspost-synthesis LSPR tunabilitythin films of nanocrystals

Identifiers

PMID42250212
PMCPMC13296610

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.