Evidence map›Paper›PMID 42371228›Full record

ArticleNano convergence2026

Laser-irradiated coffee waste: a path to eco-friendly anode materials for lithium-ion batteries.

Si Eun Park, Tongmei Jing, Mee-Ree Kim, Dongwook Yang, Han Ku Nam, Sangbaek Park, Young-Jin Kim

Abstract read
In one paragraph

Article in Nano convergence, 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

7 authors.

Si Eun Park *Department of Materials Science and Engineering, Chungnam National University (CNU), 99 Daehak-ro, Yuseong-gu, Daejeon, 34134, South Korea.
Tongmei Jing *Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Science Town, Daejeon, 34141, South Korea.
Mee-Ree KimDepartment of Materials Science and Engineering, Chungnam National University (CNU), 99 Daehak-ro, Yuseong-gu, Daejeon, 34134, South Korea.
Dongwook YangDepartment of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Science Town, Daejeon, 34141, South Korea.
Han Ku NamSchool of Mechanical Engineering, Chungnam National University (CNU), 99 Daehak-ro, Yuseong-gu, Daejeon, 34134, South Korea. hanku.nam@cnu.ac.kr.ORCID http://orcid.org/0000-0003-3482-1600
Sangbaek ParkDepartment of Materials Science and Engineering, Chungnam National University (CNU), 99 Daehak-ro, Yuseong-gu, Daejeon, 34134, South Korea. sb.park@cnu.ac.kr.ORCID http://orcid.org/0000-0002-4900-2010
Young-Jin KimDepartment of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Science Town, Daejeon, 34141, South Korea. yj.kim@kaist.ac.kr.ORCID http://orcid.org/0000-0002-4271-5771

Funding

Korea Forestry Promotion Institute RS-2023-KF002530Korea Institute of Energy Technology Evaluation and Planning RS-2025-25460980Korea Institute of Planning and Evaluation for Technology in Food, Agriculture and Forestry RS-2024-00401642National Research Foundation of Korea (NRF) RS-2024-00401786National Research Foundation of Korea (NRF) RS-2024-00447869
6 · The paper itself

Abstract

Hard carbon is being actively explored as a candidate anode material for next-generation batteries, offering ion storage mechanisms distinct from and potentially advantageous to those of graphite. However, conventional synthesis of hard carbon usually relies on high-temperature pyrolysis and chemical activation, which involve high energy consumption and environmental challenges. Spent coffee grounds (SCGs), generated in large amounts worldwide, represent an abundant biomass resource with high carbon content that is often discarded with limited recycling. In this study, SCGs were directly converted into hard carbon and partially graphitized structures using femtosecond laser direct writing (FsLDW) under solvent-free and non-vacuum conditions. Localized photothermal reactions induced by the ultrashort pulses promoted particle consolidation and structural rearrangement, and by varying the laser parameters, the carbonization pathway could be directed to favor either hard carbon or graphene domains. A copper substrate was deliberately employed to spontaneously generate copper compound nanoparticles, which were subsequently etched to create micro-porous carbon with tunable pore characteristics. This laser-based approach provides a controllable and one-step pathway for transforming SCGs into functional carbon anodes, highlighting the potential to selectively prepare materials suitable for both lithium-ion and sodium-ion batteries by adjusting only the laser conditions. While this study focused on lithium-ion battery applications, the tunable control of carbon structure and porosity offers the possibility of extending this strategy to sodium-ion batteries.

Indexed as

Anode materialFemtosecond laser direct writingLaser induced hard carbon and grapheneLithium-ion batterySpent coffee grounds

Identifiers

PMID42371228
PMCPMC13315401

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

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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.