Evidence map›Paper›PMID 42702848›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

High-Throughput Screening for Accelerated Oxide Glass Discovery.

Igor Seibel-Geraschenko, Josef Slowik, Franziska Scheffler, Alexis Duval, N M Anoop Krishnan, Lothar Wondraczek

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 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.

Igor Seibel-GeraschenkoOtto Schott Institute of Materials Research, Friedrich Schiller University Jena, Jena, Germany.ORCID https://orcid.org/0009-0002-1926-7461
Josef SlowikOtto Schott Institute of Materials Research, Friedrich Schiller University Jena, Jena, Germany.
Franziska SchefflerOtto Schott Institute of Materials Research, Friedrich Schiller University Jena, Jena, Germany.ORCID https://orcid.org/0009-0006-4483-8982
Alexis DuvalOtto Schott Institute of Materials Research, Friedrich Schiller University Jena, Jena, Germany.ORCID https://orcid.org/0000-0001-9192-2454
N M Anoop KrishnanDepartment of Civil Engineering, Indian Institute of Technology Delhi, New Delhi, India.ORCID https://orcid.org/0000-0003-1500-4947
Lothar WondraczekOtto Schott Institute of Materials Research, Friedrich Schiller University Jena, Jena, Germany.ORCID https://orcid.org/0000-0002-0747-3076

Funding

Breakthrough Program 2019 P-2018-01-004European Research Council 681652German Science Foundation (DFG) within the priority program EnAM PP2315German Science Foundation (DFG) within the priority program EnAM WO1220/17
6 · The paper itself

Abstract

Despite millennia of research and development, glass discovery remained largely reliant on manual, trial-and-error methodologies. A major impediment for accelerated glass discovery is its dependence on the processing conditions that is rarely documented, often complicating meaningful comparisons across independent studies. Here, a high-throughput screening platform is presented that allows for up to one hundred cm

Indexed as

glasshigh‐throughput screeningmaterials discoveryraman spectroscopy

Identifiers

PMID42702848
PMCPMC13547689

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.