Evidence map›Paper›PMID 42142355›Full record

ReviewChemistry (Weinheim an der Bergstrasse, Germany)2026

Humanized-Intelligent-Green Chemistry (hiGC) Paradigm: Advancing Beyond Traditional Green Chemistry Illustrated by Ionic Liquids and Deep Eutectic Solvents.

Wenbo Mu, Xueqing Zhang, Yuqing Zhang, Yu Chen

Abstract readReview
In one paragraph

Review in Chemistry (Weinheim an der Bergstrasse, 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

4 authors.

Wenbo MuDepartment of Computer Science and Engineering, University of California San Diego, La Jolla, California, USA.
Xueqing ZhangDepartment of Chemistry and Material Science, Langfang Normal University, Langfang, Hebei, China.
Yuqing ZhangDepartment of Chemistry and Material Science, Langfang Normal University, Langfang, Hebei, China.
Yu ChenDepartment of Chemistry and Material Science, Langfang Normal University, Langfang, Hebei, China.ORCID https://orcid.org/0000-0003-3420-7694

Funding

Natural Science Foundation of Hebei Province/S&T Program of Hebei B2024408022
6 · The paper itself

Abstract

Ionic liquids (ILs) and deep eutectic solvents (DESs) are two types of innovative green solvents that significantly enhance the development of green chemistry. The 12 principles proposed by Anastas et al. in 1998 have guided the advancement of green chemistry, later supplemented by revised principles. However, these principles are established before the rise of artificial intelligence (AI), rely heavily on extensive trial and error, and often disregard user experience, safety and psychologic comfort. Here, we propose the new principles of humanized-intelligent-green chemistry (hiGC) by simultaneously integrating humanization, intelligence, and greenness, with the aim to enhance and potentially replace the principles of traditional green chemistry (tGC). Moreover, the necessity of replacing tGC with the hiGC paradigm is demonstrated through the representative examples of AI applications in properties, catalysis, and separations of ILs/DESs. This review seeks to open up a new paradigm of hiGC for the advancement of chemistry with humanization, intelligence, and greenness through the use of green ILs and DESs.

Indexed as

deep eutectic solventsgreen chemistrygreen solventsionic liquidsphysical properties

Identifiers

PMID42142355
PMCPMC13532157

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.