ReviewChemical reviews2023
The Materials Science behind Sustainable Metals and Alloys.
Review in Chemical reviews, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 67 papers.
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.
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.
Who cites it
67 citing papers in PubMed.
- From scrap to prime: Designing high-performance alloys from dirty feedstocks with machine learning.Science advances · 2026Article
- Synthesis of Titanium Carbide Powder by a Non-Vacuum Electric Arc Method and Fabrication of Porous Cermets.Materials (Basel, Switzerland) · 2026Article
- Fungal Bioleaching for Metal Recovery: Recent Progress and Technological Advances.Journal of fungi (Basel, Switzerland) · 2026Review
- Lattice distortion activates deformation twinning in ultrastrong steel.Nature materials · 2026Article
- A molten salt metal-air electrolyzer for recycling superalloy.Nature communications · 2026Article
- Advances in Additive Manufacturing Electrochemistry.Chemical reviews · 2026Review
- Ball milled magnetic sand as a dual-mode fluorescent sensor: turn-on detection of chlorpyrifos and turn-off response to glyphosate.Nanoscale advances · 2026Article
- Fatigue Crack Growth in Metallic Materials (Volume II).Materials (Basel, Switzerland) · 2026Article
- Physics-Constrained Constitutive Learning of Rate-Limiting Timescales for Efficient Hydrogen-Based Direct Reduction for Green Steel Making.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Machine Learning Optimization of Laser Ablation in Liquid for the Green and Low-Cost Synthesis of Clean Gold Nanoparticles.Journal of the American Chemical Society · 2026Article
- Catalytic Generation of Nitrosocarbonyls Under Mild Conditions: Advances, Challenges, and Opportunities.ChemSusChem · 2026Review
- An Integrated NLP-ML Framework for Property Prediction and Design of Steels.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Atomic Building Blocks of Global Buildings.Environmental science & technology · 2026Article
- Atomic Pathways of Ammonia-Driven FeThe journal of physical chemistry. C, Nanomaterials and interfaces · 2026Article
- Association between plasma metal element profiles and cognitive impairment in occupationally aluminum-exposed workers at a large aluminum plant in northern China.The journal of prevention of Alzheimer's disease · 2026Article
- Exothermic Effects and Viscosity of Oxide Melts Formed During High-Temperature Reduction of Cr-Mn Ore Systems.Molecules (Basel, Switzerland) · 2026Article
- A Review on Sustainable Recycling of NdFeB Waste: Methodologies, Challenges, and the Integration of Machine Learning (ML).Materials (Basel, Switzerland) · 2026Review
- Unveiling Hydrogen-Based Direct Reduction Mechanisms of Multicomponent Oxides viaACS sustainable chemistry & engineering · 2026Article
- Where Can Aluminum Go When Batteries Die?Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Segregation passivation makes cost-effective stainless steel resistant to corrosion and hydrogen embrittlement.Science advances · 2026Article
7 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Production of metals stands for 40% of all industrial greenhouse gas emissions, 10% of the global energy consumption, 3.2 billion tonnes of minerals mined, and several billion tonnes of by-products every year. Therefore, metals must become more sustainable. A circular economy model does not work, because market demand exceeds the available scrap currently by about two-thirds. Even under optimal conditions, at least one-third of the metals will also in the future come from primary production, creating huge emissions. Although the influence of metals on global warming has been discussed with respect to mitigation strategies and socio-economic factors, the fundamental materials science to make the metallurgical sector more sustainable has been less addressed. This may be attributed to the fact that the field of sustainable metals describes a global challenge, but not yet a homogeneous research field. However, the sheer magnitude of this challenge and its huge environmental effects, caused by more than 2 billion tonnes of metals produced every year, make its sustainability an essential research topic not only from a technological point of view but also from a basic materials research perspective. Therefore, this paper aims to identify and discuss the most pressing scientific bottleneck questions and key mechanisms, considering metal synthesis from primary (minerals), secondary (scrap), and tertiary (re-mined) sources as well as the energy-intensive downstream processing. Focus is placed on materials science aspects, particularly on those that help reduce CO
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Registered trials
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.