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who</a></li><li><a href="/about/sustainability/">Sustainability</a></li><li><a href="/about/arts-and-culture/">Arts and Culture</a></li><li><a href="/about/the-medical-college-of-saint-bartholomews-hospital-trust/">The Medical College of Saint Bartholomew’s Hospital Trust</a></li><li><a href="/about/equality-diversity-and-inclusion/">Equality, Diversity and Inclusion</a></li><li><a href="/about/volunteering/">Volunteering</a></li><li><a href="/education/">Education and the student experience</a></li><li><a href="/queenmaryacademy/the-queen-mary-education-approach/">Active Curriculum for Excellence</a></li> </ul> </div> </div> </div><div class="primary-nav__section primary-nav__section--research" id="primary-nav-research-mobile" data-role="section"> <h4 class="primary-nav__section-title" data-role="section-toggle"><a href="#">Research</a> </h4> <div class="primary-nav__groups"> <div class="primary-nav__group primary-nav__group--half"> <h5 class="primary-nav__group-title">Research and 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History, strategy and culture set us apart, creating a distinctive and powerful environment for research and innovation excellence.</h2> </div> <div class="hero-banner__image"> <div class="image"> <img src="/media/qmul/research/file.jpg" alt="Research and Innovation at Queen Mary" class="image__image"> </div> </div> </div> </div> <div class="breadcrumb slat"><div class="breadcrumb__container slat__container"><ol class="breadcrumb-list"><li class="breadcrumb-list__item"><a href="/">Queen Mary University of London</a></li><li class="breadcrumb-list__item">Research</li></ol></div></div><div class="px-4 pb-4 clearfix"> <div class="container container--xl"> <div class="card-set"> <div class="card-set__cards grid grid--fixed"> <div class="grid__item"> <a href="/research/explore-our-research/" class="content-card content-card--blue"> <div class="content-card__content"> <h2 class="content-card__title">Explore our research</h2> <div class="content-card__more"> Dive into our groundbreaking research and meet the people that make it all happen. <span class="content-card__icon"> <svg class="icon" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" role="presentation"> <use href="/media/ow-assets/assets/icons/sprite.svg#arrow-navlink-alt" xlink:href="/media/ow-assets/assets/icons/sprite.svg#arrow-navlink-alt"></use> </svg> </span> </div> </div> <div class="image"> <img src="/media/qmul/research/file-(1).jpg" alt="Explore our research" class="image__image"> </div> </a> </div> <div class="grid__item"> <a href="/research/explore-our-research/explore-queen-mary/" class="content-card content-card--blue"> <div class="content-card__content"> <h2 class="content-card__title">Explore Queen Mary</h2> <div class="content-card__more"> Take an online tour of our faculties and specialist research institutes, and discover our state-of-the-art facilities. <span class="content-card__icon"> <svg class="icon" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" role="presentation"> <use href="/media/ow-assets/assets/icons/sprite.svg#arrow-navlink-alt" xlink:href="/media/ow-assets/assets/icons/sprite.svg#arrow-navlink-alt"></use> </svg> </span> </div> </div> <div class="image"> <img src="/media/qmul/research/file-(2).jpg" alt="Explore Queen Mary" class="image__image"> </div> </a> </div> <div class="grid__item"> <a href="/research/collaborate-with-us/" class="content-card content-card--blue"> <div class="content-card__content"> <h2 class="content-card__title">Collaborate with us</h2> <div class="content-card__more"> We work with businesses, the public sector and charities around the world to shape policy, drive innovation, and create tangible impact. <span class="content-card__icon"> <svg class="icon" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" role="presentation"> <use href="/media/ow-assets/assets/icons/sprite.svg#arrow-navlink-alt" xlink:href="/media/ow-assets/assets/icons/sprite.svg#arrow-navlink-alt"></use> </svg> </span> </div> </div> <div class="image"> <img src="/media/qmul/research/file-(3).jpg" alt="Collaborate with us" class="image__image"> </div> </a> </div> </div> </div> </div> <div class="slat my-10"> <div class="slat__container container--lg text-center"> <div class="grid grid--fixed-1/3 grid--mb-6"> <div class="grid__item"> <div class="stat"><div class="stat__wrapper"> <div class="stat__inner"><h2 class="text-center -mt-2"><span class="th-s0 th-t">24th</span><span class="th-s4 th-b block">in the world</span></h2><div class="stat__copy"><p class="tb-caption">for quality of research (THE World University Ranking 2025)</p> </div> </div> </div> </div> </div><div class="grid__item"> <div class="stat"><div class="stat__wrapper"> <div class="stat__inner"><h2 class="text-center -mt-2"><span class="th-s0 th-t">6th</span><span class="th-s4 th-b block">in the UK</span></h2><div class="stat__copy"><p class="tb-caption">for quality of research (THE World University Rankings 2025)</p> </div> </div> </div> </div> </div><div class="grid__item"> <div class="stat"><div class="stat__wrapper"> <div class="stat__inner"><h2 class="text-center -mt-2"><span class="th-s0 th-t">92%</span></h2><div class="stat__copy"><p class="tb-caption">of research assessed as internationally excellent or world-leading (REF 2021)</p> </div> </div> </div> </div> </div> </div> </div> </div> <div class="max-w-6 mx-auto"> <div class="prose"> <span id="d.en.1155910"></span> <h2>Research Highways</h2> <p><span data-metadata="<!--(figmeta)eyJmaWxlS2V5IjoieFYxajl3WWxJOGhQSkM3MExDeUhhSCIsInBhc3RlSUQiOjE2NjUxMTM2ODIsImRhdGFUeXBlIjoic2NlbmUifQo=(/figmeta)-->"></span><span 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(/figma)-->"></span><span>Our 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Queen Mary is pioneering new ways of doing research across disciplines and working with our partners to ensure our innovation lands where it is needed most. </span></p> </div> </div><div class="max-w-6 mx-auto"> <div class="prose"> <span id="d.en.1170011"></span> <p> </p> <p> </p> </div> </div><div class="message-ribbon message-ribbon--grey py-7"> <div class="message-ribbon__ribbon slat"> <div class="message-ribbon__container slat__container"> <div class="message-ribbon__imageBlock"> <div class="image image--square -mt-5 md:-mb-5"> <img src="/media/qmul/research/research-highways-assets/Performance,-communication-953x800.jpg" class="image__image"> </div> </div> <div class="message-ribbon__panel"> <div class="message-ribbon__content"> <h2 class="message-ribbon__heading">Performance, communication, creative industries</h2> <div class="message-ribbon__copy"><span 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Find out how you could join us as a postgraduate researcher.</p> <p><span class="action"><a href="/postgraduate/">Research degrees</a></span></p> </div> </div><section class="slat my-6"><div class="slat__container"><div class="container container--xxl"><h2 class="th-s2 th-b text-blue pb-4 lg:pb-6">Featured research from around Queen Mary</h2><article class="research-featured-card research-featured-card--major"><figure class="research-featured-card__image"><div class="image image--thin"><img src="/media/qmul/research/images/impact-engagement/website-redevelopment/pexels-www-erzetich-com-2426085.jpg" class="image__image"></div></figure><div class="research-featured-card__content"><div class="research-featured-card__primary-content"><h3 class="research-featured-card__title"><a class="research-featured-card__link" href="/research/featured-research/elevating-creative-and-economic-productivity-with-ai-powered-music-platforms/"> Elevating creative and economic productivity with AI-powered music platforms</a></h3><h4 class="research-featured-card__eyebrow">School of Electronic Engineering and Computer Science</h4><div class="research-featured-card__description"><p></p></div></div><figure class="research-featured-card__author"><div class="research-featured-card__author-image-container"><div class="image image--square research-featured-card__author-image"><img src="/media/qmul/research/images/impact-engagement/website-redevelopment/3141.jpg" class="image__image"></div></div><figcaption class="research-featured-card__author-profile"><p class="research-featured-card__author-name th-b">Josh Reiss</p><div class="research-featured-card__author-description tb-caption mt-1/2">Professor of Audio Engineering</div></figcaption></figure></div></article><div class="block-grid pt-3 lg:pt-6"><article class="research-featured-card"><figure class="research-featured-card__image"><div class="image image--thin"><img src="/media/qmul/research/images/impact-engagement/website-redevelopment/pexels-andres-ayrton-6550832.jpg" class="image__image"></div></figure><div class="research-featured-card__content"><div class="research-featured-card__primary-content"><h3 class="research-featured-card__title"><a class="research-featured-card__link" href="/research/featured-research/nutrient-discovery-delivers-low-cost-drug-free-treatment-for-obesity/">Nutrient discovery delivers low-cost, drug-free treatment for obesity</a></h3><h4 class="research-featured-card__eyebrow">The Blizard Institute</h4></div><figure class="research-featured-card__author"><div class="research-featured-card__author-image-container"><div class="image image--square research-featured-card__author-image"><img src="/media/qmul/research/Madusha-Peiris_large.jpg" class="image__image"></div></div><figcaption class="research-featured-card__author-profile"><p class="research-featured-card__author-name th-b">Madusha Peiris</p><div class="research-featured-card__author-description tb-caption mt-1/2">Senior Lecturer in Enteric Neurobiology</div></figcaption></figure></div></article><article class="research-featured-card"><figure class="research-featured-card__image"><div class="image image--thin"><img src="/media/qmul/research/images/impact-engagement/website-redevelopment/making-places-seniors-room-tvf-paula-siqueira-photography-048-768x512-(1).jpg" class="image__image"></div></figure><div class="research-featured-card__content"><div class="research-featured-card__primary-content"><h3 class="research-featured-card__title"><a class="research-featured-card__link" href="/research/featured-research/are-you-listening-verbatim-theatre/">Are you listening? Verbatim Theatre gives voice and ear to care leavers</a></h3><h4 class="research-featured-card__eyebrow">School of English and Drama</h4></div><figure class="research-featured-card__author"><div class="research-featured-card__author-image-container"><div class="image image--square research-featured-card__author-image"><img src="/media/qmul/research/images/impact-engagement/website-redevelopment/download.jpeg" class="image__image"></div></div><figcaption class="research-featured-card__author-profile"><p class="research-featured-card__author-name th-b">Maggie Inchley </p><div class="research-featured-card__author-description tb-caption mt-1/2">Senior Lecturer in Performance and Director of Schools Engagement (Drama)</div></figcaption></figure></div></article><article class="research-featured-card"><figure class="research-featured-card__image"><div class="image image--thin"><img src="/media/qmul/research/images/impact-engagement/website-redevelopment/Mural-Painting_1000-1.jpg" class="image__image"></div></figure><div class="research-featured-card__content"><div class="research-featured-card__primary-content"><h3 class="research-featured-card__title"><a class="research-featured-card__link" href="/research/featured-research/street-art-nepal/">Street art in Nepal displays powerful messages for women and girls</a></h3><h4 class="research-featured-card__eyebrow">School of English and Drama</h4></div><figure class="research-featured-card__author"><div class="research-featured-card__author-image-container"><div class="image image--square research-featured-card__author-image"><img src="/media/qmul/research/images/impact-engagement/website-redevelopment/salmi.jpeg" class="image__image"></div></div><figcaption class="research-featured-card__author-profile"><p class="research-featured-card__author-name th-b">Charlotte Salmi</p><div class="research-featured-card__author-description tb-caption mt-1/2">Senior Lecturer in Postcolonial and Global Literature</div></figcaption></figure></div></article></div></div></div><div class="featured-slat__cta slat__container"><a href="/research/featured-research/" class="link link--highlight"><span class="twi link__label"><span class="twi__label"><span>View more research stories</span></span><span class="twi__icon"><svg class="icon icon--gold" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" role="presentation"><use href="/media/ow-assets/assets/icons/sprite.1.2.3.svg#arrow-navlink-alt" xlink:href="/media/ow-assets/assets/icons/sprite.1.2.3.svg#arrow-navlink-alt"></use></svg></span></span></a></div></section></div> </main> <footer class="footer slat slat--blue" role="navigation" aria-labelledby="footer-nav"> <h2 class="vh" id="footer-nav">Footer navigation</h2> <div class="footer__container slat__container"> <div class="footer__section footer__top"> <div class="footer__group footer__group--full"> <ul class="footer__nav-links" aria-label="Footer links"> <li><a 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