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Research Collaboration Index

Subject Award · Physical Sciences & Engineering · 2026

Materials Science: the ten finalists

The ten finalist universities are the ten highest-ranked on the Materials Science collaboration index, listed here alphabetically until the full index publishes on 15 September. Each finalist is represented by an academic whose recent work exemplifies why: a real project, drawn from the open scholarly record, cited so you can check it.

Finalists, not winners. The ten finalists in each subject are the ten highest-ranked universities on the published subject index; each is represented by an academic and a project identified from the open scholarly record, with the paper cited so every claim can be checked. The exact positions publish with the full index on 15 September 2026 at 09:00 UK, when the awards become a headline strand of the global launch. Winners are decided by editorial review and announced on 15 September 2026. The Subject Awards are exclusive to partner universities.

The finalists

Ten universities. Ten projects. Ten academics.

Zuankai Wang

๐Ÿ‡ญ๐Ÿ‡ฐ City University of Hong Kong · Corresponding author

Three-dimensional capillary ratchet-induced liquid directional steering

Liquid on a surface is usually thought to spread wherever surface energy dictates, largely regardless of the liquid itself. This work shows that three-dimensional capillary ratchets can steer liquids of differing surface tension in chosen directions by creating an asymmetric spreading profile both along and out of the surface plane, with self-propulsion and high flow velocity as useful accompaniments.

Science · 2021 · 489 citations · co-authors across 2 countries

Giovanni Traverso

๐Ÿ‡บ๐Ÿ‡ธ Harvard University · Senior author

Bioplastics for a circular economy

Plastics made from biological sources promise a way out of a linear take, make and dispose economy. This work considers bioplastics in the context of a circular economy, examining what such materials would need to deliver for that promise to hold and where the idea currently stands.

Nature Reviews Materials · 2022 · 2,067 citations

Abdelfattah Amari

๐Ÿ‡ธ๐Ÿ‡ฆ King Khalid University · Corresponding author

Plant and Microbial Approaches as Green Methods for the Synthesis of Nanomaterials: Synthesis, Applications, and Future Perspectives

Nanomaterials are usually made with harsh chemistry, but plants and microbes can do much of the work instead. This review surveys green synthesis, in which microorganisms, plant extracts or proteins act as reducing and capping agents, and covers recent developments alongside applications reported in agrochemicals, food, drug delivery, cosmetics, cellular imaging and biomedicine.

Molecules · 2023 · 344 citations · co-authors across 3 countries

Sarah Al-Rashed

๐Ÿ‡ธ๐Ÿ‡ฆ King Saud University · Co-author

Tunable fluorescent carbon dots from biowaste as fluorescence ink and imaging human normal and cancer cells

Waste can be a starting material rather than a disposal problem. The work makes tunable fluorescent carbon dots from biowaste and puts them to two uses: as a fluorescence ink, and as a label for imaging both normal and cancerous human cells.

Environmental Research · 2021 · 202 citations · co-authors across 4 countries

Yixuan Zeng

๐Ÿ‡ธ๐Ÿ‡ฌ Nanyang Technological University · Co-author

Planar chiral metasurfaces with maximal and tunable chiroptical response driven by bound states in the continuum

Optical devices that respond differently to left- and right-handed light are useful, but tuning their strength and sharpness at once has been difficult. Using bound states in the continuum and deliberately symmetry-reduced meta-atoms, the team demonstrates chiral metasurfaces with very high quality factors and near-perfect circular dichroism, tunable by changing either the structure's in-plane symmetry or the angle of illumination.

Nature Communications · 2022 · 544 citations · co-authors across 5 countries

Xuan Liu

๐Ÿ‡ธ๐Ÿ‡ฌ National University of Singapore · Co-author

X-ray-activated persistent luminescence nanomaterials for NIR-II imaging

Imaging deep inside the body works best in the near-infrared, where tissue is most transparent. The work develops nanomaterials that store energy from X-rays and then glow persistently in the second near-infrared window, an approach that separates the moment of excitation from the moment of imaging.

Nature Nanotechnology · 2021 · 717 citations · co-authors across 2 countries

Qingbin Zheng

๐Ÿ‡จ๐Ÿ‡ณ Shenzhen University · Corresponding author

Recent Advances in Design Strategies and Multifunctionality of Flexible Electromagnetic Interference Shielding Materials

As 5G devices multiply, so does the need to keep electromagnetic interference in check. This review gathers recent progress in flexible shielding materials, explains the mechanisms by which they work, considers what a green measure of shielding performance should look like, and summarises strategies for building several functions into one lightweight material.

Nano-Micro Letters · 2022 · 556 citations · co-authors across 3 countries

Hao Pan

๐Ÿ‡บ๐Ÿ‡ธ University of California, Berkeley · Co-author

Ultrahigh energy storage in high-entropy ceramic capacitors with polymorphic relaxor phase

Multilayer ceramic capacitors are critical components in electrical and electronic systems, but combining high energy density with high efficiency has been a major challenge. Applying a high-entropy design to lead-free barium titanate ceramics with a polymorphic relaxor phase, the team achieved an energy density of 20.8 joules per cubic centimetre at 97.5 per cent efficiency, an approach they suggest could apply universally to high-performance dielectrics.

Science · 2024 · 442 citations · co-authors across 2 countries

Gรกbor Cล›anyi

๐Ÿ‡ฌ๐Ÿ‡ง University of Cambridge · Corresponding author

Gaussian Process Regression for Materials and Molecules

Machine learning has changed how atoms are simulated, and Gaussian process regression is one of its workhorses. This review introduces the method for materials science and chemistry, focusing on how interatomic potentials are built within the Gaussian Approximation Potential framework, how reference data are generated and represented, and how such data-driven models should be validated.

Chemical Reviews · 2021 · 1,248 citations · co-authors across 3 countries

Jiapeng Liu

๐Ÿ‡ญ๐Ÿ‡ฐ University of Hong Kong · Co-author

Redirecting dynamic surface restructuring of a layered transition metal oxide catalyst for superior water oxidation

Catalysts rarely stay exactly as they were made: their surfaces rearrange while they work. Rather than treating that restructuring as damage to be endured, the work redirects it in a layered transition metal oxide, showing how a catalyst's own transformation can be steered towards markedly better water oxidation.

Nature Catalysis · 2021 · 489 citations · co-authors across 4 countries

Exclusive to partners

The Subject Awards are open to partner universities.

Partners verify their data, feature their academics, and are eligible for the Subject Awards. Finalists are identified from open data; winners are decided by our editorial team and announced on 15 September 2026.

Explore partnership →

The wider slate

Fifteen more candidate partnerships behind the finalists.

๐Ÿ‡ฆ๐Ÿ‡บ The University of Queensland×๐Ÿ‡ฆ๐Ÿ‡บ Queensland University of Technology

Harvesting waste heat with flexible Bi2Te3 thermoelectric thin film

2022 · 464 citations · 158 joint works in field

๐Ÿ‡ฌ๐Ÿ‡ง University College London×๐Ÿ‡ฌ๐Ÿ‡ง Imperial College London

The <i>CCP</i>4 suite: integrative software for macromolecular crystallography

2023 · 876 citations · 108 joint works in field

๐Ÿ‡ฆ๐Ÿ‡บ UNSW Sydney×๐Ÿ‡ฆ๐Ÿ‡บ The University of Sydney

Ultrahigh specific strength in a magnesium alloy strengthened by spinodal decomposition

2021 · 316 citations · 186 joint works in field

๐Ÿ‡ฌ๐Ÿ‡ง University of Oxford×๐Ÿ‡ฌ๐Ÿ‡ง Imperial College London

The <i>CCP</i>4 suite: integrative software for macromolecular crystallography

2023 · 876 citations · 104 joint works in field

๐Ÿ‡บ๐Ÿ‡ธ Massachusetts Institute of Technology×๐Ÿ‡บ๐Ÿ‡ธ Harvard University

Bioplastics for a circular economy

2022 · 2,007 citations · 191 joint works in field

๐Ÿ‡ฎ๐Ÿ‡ณ Saveetha University×๐Ÿ‡ธ๐Ÿ‡ฆ King Saud University

Tunable fluorescent carbon dots from biowaste as fluorescence ink and imaging human normal and cancer cells

2021 · 200 citations · 660 joint works in field

๐Ÿ‡ญ๐Ÿ‡ฐ Chinese University of Hong Kong×๐Ÿ‡จ๐Ÿ‡ณ Shenzhen University

Recent Advances in Design Strategies and Multifunctionality of Flexible Electromagnetic Interference Shielding Materials

2022 · 541 citations · 883 joint works in field

๐Ÿ‡ฆ๐Ÿ‡บ RMIT University× MIT University

Graphene oxide for photonics, electronics and optoelectronics

2023 · 556 citations · 241 joint works in field

๐Ÿ‡ซ๐Ÿ‡ฎ Aalto University×๐Ÿ‡ซ๐Ÿ‡ฎ University of Helsinki

High drug-loaded microspheres enabled by controlled in-droplet precipitation promote functional recovery after spinal cord injury

2022 · 137 citations · 175 joint works in field

๐Ÿ‡จ๐Ÿ‡ฆ University of Toronto×๐Ÿ‡จ๐Ÿ‡ฆ University of New Brunswick

Friction of Ti<sub>3</sub>C<sub>2</sub>T<sub><i>x</i></sub> MXenes

2022 · 115 citations · 56 joint works in field

๐Ÿ‡จ๐Ÿ‡ญ ร‰cole Polytechnique Fรฉdรฉrale de Lausanne×๐Ÿ‡จ๐Ÿ‡ญ ETH Zurich

Roadmap on photonic metasurfaces

2024 · 138 citations · 95 joint works in field

๐Ÿ‡ธ๐Ÿ‡ฆ King Abdullah University of Science and Technology×๐Ÿ‡ฌ๐Ÿ‡ง University of Oxford

Multi-heterojunctioned plastics with high thermoelectric figure of merit

2024 · 185 citations · 64 joint works in field

๐Ÿ‡ธ๐Ÿ‡ช Linkรถping University×๐Ÿ‡ธ๐Ÿ‡ช Chalmers University of Technology

Developing fibrillated cellulose as a sustainable technological material

2021 · 1,604 citations · 443 joint works in field

๐Ÿ‡ญ๐Ÿ‡ฐ Hong Kong University of Science and Technology×๐Ÿ‡ญ๐Ÿ‡ฐ University of Hong Kong

Redirecting dynamic surface restructuring of a layered transition metal oxide catalyst for superior water oxidation

2021 · 483 citations · 1,112 joint works in field

๐Ÿ‡ญ๐Ÿ‡ฐ Hong Kong Polytechnic University×๐Ÿ‡ญ๐Ÿ‡ฐ City University of Hong Kong

Recent Progress in Protective Membranes Fabricated via Electrospinning: Advanced Materials, Biomimetic Structures, and Functional Applications

2021 · 405 citations · 178 joint works in field

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