Evidence map›Paper›PMID 41486286›Full record

ArticleScientific reports2026

Performance evaluation of 3D-printed geopolymer monoliths for cadmium adsorption.

Shabnam Siddiqui, Chikkanayakanahalli Ramaiah Ramakrishnaiah, Srinath Suranani, Yalachigere Kempaiah Suneetha

Abstract read
In one paragraph

Article in Scientific reports, 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

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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. Review
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.

Shabnam SiddiquiDepartment of Chemical Engineering, B.M.S. College of Engineering, Bengaluru, Karnataka, 560019, India.
Chikkanayakanahalli Ramaiah RamakrishnaiahDepartment of Civil Engineering, B.M.S. College of Engineering, Bengaluru, Karnataka, 560019, India. crrkrishna.civ@bmsce.ac.in.
Srinath SurananiDepartment of Chemical Engineering, National Institute of Technology, Warangal, Bengaluru, TS, 506004, India. srinath@nitw.ac.in.
Yalachigere Kempaiah SuneethaDepartment of Chemical Engineering, B.M.S. College of Engineering, Bengaluru, Karnataka, 560019, India. suneetha.che@bmsce.ac.in.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study presents a novel strategy for cadmium removal from industrial wastewater using metakaolin-based geopolymer monoliths fabricated via Direct Ink Writing (DIW). The performance of the monoliths was systematically compared with compositionally identical geopolymer beads produced by line injection method. Batch adsorption experiments with powdered geopolymer established the optimal adsorption conditions, with equilibrium data fitting well to the Langmuir isotherm (R² > 0.98), indicating monolayer adsorption and a maximum capacity of 87.1 mg/g. Dynamic column experiments were conducted for both monolith and bead beds under varying bed heights (0.5–1.5 cm) and flow rates (5–15 mL/min). The highest cadmium uptake was achieved at 0.5 cm bed height and 5 mL/min flow rate. Maximum dynamic adsorption capacities were 37.5 mg/g for beads and 35.9 mg/g for monoliths. Breakthrough curve analysis revealed that, although beads exhibited slightly higher adsorption capacity, monoliths demonstrated superior mass transfer characteristics, evidenced by a shorter mass transfer zone and enhanced intraparticle diffusion. Notably, the monolithic bed retained both structural integrity and adsorption efficiency over eight adsorption–desorption cycles, whereas the bead bed sustained only three. This work highlights 3D-printed geopolymer monoliths as durable and scalable bulk adsorbents, eliminating the need for costly downstream separation and offering a promising pathway for industrial-scale wastewater treatment.

Indexed as

AdsorptionBeadsCadmiumDirect ink writingGeopolymerMonolith

Identifiers

PMID41486286
PMCPMC12770325

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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.