Evidence map›Paper›PMID 41318993›Full record

ArticleAngewandte Chemie (International ed. in English)2026

Programmable Microwaveable Chemistry in the Chemputer.

Jacopo Zero, Ekaterina Trushina, Niclas Grocholski, Nikita Smirnov, Dean Thomas, Leroy Cronin

Abstract read
In one paragraph

Article in Angewandte Chemie (International ed. in English), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Programmable Microwaveable Chemistry in the Chemputer.Angewandte Chemie (International ed. in English) · 2026
    Article
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.

Jacopo ZeroSchool of Chemistry, University of Glasgow, University Avenue, Glasgow, G12 8QQ, UK.ORCID https://orcid.org/0000-0002-6336-8414
Ekaterina TrushinaSchool of Chemistry, University of Glasgow, University Avenue, Glasgow, G12 8QQ, UK.ORCID https://orcid.org/0000-0003-4119-158X
Niclas GrocholskiSchool of Chemistry, University of Glasgow, University Avenue, Glasgow, G12 8QQ, UK.ORCID https://orcid.org/0000-0001-9529-8572
Nikita SmirnovSchool of Chemistry, University of Glasgow, University Avenue, Glasgow, G12 8QQ, UK.ORCID https://orcid.org/0000-0002-6051-9934
Dean ThomasSchool of Chemistry, University of Glasgow, University Avenue, Glasgow, G12 8QQ, UK.ORCID https://orcid.org/0000-0001-6959-727X
Leroy CroninSchool of Chemistry, University of Glasgow, University Avenue, Glasgow, G12 8QQ, UK.ORCID https://orcid.org/0000-0001-8035-5757

Funding

Discovery & Synthesis Chemputer: An intelligent universal system for automated chemical synthesis and discovery across different hardware and scalesUG3TR004136 · NCATS · UNIVERSITY OF GLASGOW · PI CRONIN, LEE · 2022 to 2023
$1.6M
DARPA HR001119S0003DARPA W911NF-17-1-0316DARPA W911NF-18-2-0036EC 766975EC G-21-62939EPSRC EP/R01308X/1EPSRC EP/S017046/1EPSRC EP/ S019472/1EPSRC EP/S030603/1EPSRC EP/W001918/1ERC 670467Gates Foundation INV-058957NCATS NIH HHS UG3 TR004136NIH HHS 1UG3TR004136-01Schmidt Futures 2022-9-7-2
6 · The paper itself

Abstract

The advancement of laboratory automation relies on both sophisticated control software and modular hardware capable of supporting diverse chemical processes. While microwave-assisted synthesis offers significant benefits, its integration into automated platforms has been limited by challenges in standardization, scalability, and safety. Herein, we present an automated platform featuring two distinct microwave modules for temperature control, each offering complementary advantages. The first employs a coaxial antenna delivering up to 450 W at 2.45 GHz for flexible applications across various reactor scales. The second consists of a pressurized flow-cell cavity with in-situ infrared sensing for real-time temperature monitoring. To validate the platform, a series of microwave-assisted reactions were executed under the abstract control of the Chemical Description Language (χDL). Over 680 χDL base steps capture the synthesis of six compounds through O-alkylations, Suzuki-Miyaura cross-couplings, ring-closing metathesis, and solid-phase peptide synthesis. Reactions ranged from 2 to 20 h, with volumes from 10 to 250 mL, demonstrating the platform's robustness and versatility. This work extends the Chemputer's capabilities to include safe, scalable microwave-driven synthesis, establishing a foundation for broader adoption of programmable, automated chemistry.

Indexed as

AutomationChemputationDigital chemistryMicrowave chemistrySolid‐Phase synthesis

Identifiers

PMID41318993
PMCPMC12828470

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.