{"id":6637,"date":"2024-04-09T03:06:59","date_gmt":"2024-04-09T03:06:59","guid":{"rendered":"https:\/\/staging5.iclickwebdesign.sg\/nscc\/?post_type=portfolio&#038;p=6637"},"modified":"2024-07-11T02:32:11","modified_gmt":"2024-07-11T02:32:11","slug":"automating-the-detection-of-defects-in-recycled-solar-cells","status":"publish","type":"portfolio","link":"https:\/\/www-7171.nscc.sg\/portfolio\/item\/automating-the-detection-of-defects-in-recycled-solar-cells\/","title":{"rendered":"Automating the detection of defects in recycled solar cells"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"6637\" class=\"elementor elementor-6637\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ce74add elementor-section-full_width elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"ce74add\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c00e0c4\" data-id=\"c00e0c4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-86e5451 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"86e5451\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-cb145d1\" data-id=\"cb145d1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a192d1d elementor-widget elementor-widget-itsulu-intro\" data-id=\"a192d1d\" data-element_type=\"widget\" data-widget_type=\"itsulu-intro.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<!-- banner -->\n\t\t<div class=\"mil-banner-sm\">\n\t\t\t\t\t\t<div class=\"mil-banner-content\">\n\t\t\t\t\t\t\t\t<div class=\"mil-breadcrumbs mil-mb-30 mil-light\">\n\t\t\t\t\t<ul><li><a href=\"https:\/\/www-7171.nscc.sg\" title=\"NSCC\"><span>NSCC Singapore<\/span><\/a><\/li><li class=\"current\"><span><\/span><\/li><\/ul>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<h1 class=\"mil-h2 mil-uppercase mil-light\">\n\t\t\t\t\t<span >\n\t\t\t\t\t\tAutomating the detection of defects in recycled solar cells\t\t\t\t\t<\/span>\n\t\t\t\t<\/h1>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mil-suptitle mil-accent mil-light\">\n\t\t\t\t\t<span >\n\t\t\t\t\t\tResearchers at NTU are using HPC to automate and more accurately detect visual defects in solar panels in a bid to reduce the workload required for manual inspections.\t\t\t\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t<!-- banner end -->\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-daf0b91 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"daf0b91\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c4a8aa7\" data-id=\"c4a8aa7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-61161cf elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"61161cf\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-6d913d9\" data-id=\"6d913d9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d8864e9 elementor-widget elementor-widget-text-editor\" data-id=\"d8864e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.22.0 - 26-06-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignright wp-image-6641 size-full\" src=\"https:\/\/ncss.sg\/wp-content\/uploads\/2024\/04\/Screenshot-2021-09-16-101747.png\" alt=\"\" width=\"458\" height=\"293\" srcset=\"https:\/\/www-7171.nscc.sg\/wp-content\/uploads\/2024\/04\/Screenshot-2021-09-16-101747.png 458w, https:\/\/www-7171.nscc.sg\/wp-content\/uploads\/2024\/04\/Screenshot-2021-09-16-101747-300x192.png 300w, https:\/\/www-7171.nscc.sg\/wp-content\/uploads\/2024\/04\/Screenshot-2021-09-16-101747-100x64.png 100w, https:\/\/www-7171.nscc.sg\/wp-content\/uploads\/2024\/04\/Screenshot-2021-09-16-101747-200x128.png 200w, https:\/\/www-7171.nscc.sg\/wp-content\/uploads\/2024\/04\/Screenshot-2021-09-16-101747-400x256.png 400w\" sizes=\"(max-width: 458px) 100vw, 458px\" \/><\/p><p>Amid the growing interest in the renewable energy sector, the solar photovoltaic (PV) industry has witnessed an exponential growth in recent years. As new solar technologies emerge, businesses are challenged to upgrade their solar farms and recycle their existing solar installations.<\/p><p>\u00a0<\/p><p>This is usually done by gauging the life expectancy and equipment effectiveness of existing solar panels by checking for visual defects. However, most inspections are currently performed manually in the industry, which requires significant manpower, time and costs. A team of researchers at\u00a0<a class=\"mil-accent\" href=\"https:\/\/www.ntu.edu.sg\/scse\" target=\"_blank\" rel=\"noopener\">Nanyang Technological University\u2019s School of Computer Science &amp; Engineering<\/a>, in conjunction with Etavolt Pte Ltd, are tapping onto NSCC\u2019s high performance computing resources to automate the detection of visual defects in solar panels by employing image recognition technologies and object detection models. The team seeks to significantly reduce the resources required and improve the work productivity via the developed technology in this work.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8427011 elementor-widget elementor-widget-text-editor\" data-id=\"8427011\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><img decoding=\"async\" class=\"wp-image-6640 size-full alignleft\" src=\"https:\/\/ncss.sg\/wp-content\/uploads\/2024\/04\/Screenshot-2021-09-16-100818.png\" alt=\"\" width=\"428\" height=\"467\" srcset=\"https:\/\/www-7171.nscc.sg\/wp-content\/uploads\/2024\/04\/Screenshot-2021-09-16-100818.png 428w, https:\/\/www-7171.nscc.sg\/wp-content\/uploads\/2024\/04\/Screenshot-2021-09-16-100818-275x300.png 275w, https:\/\/www-7171.nscc.sg\/wp-content\/uploads\/2024\/04\/Screenshot-2021-09-16-100818-92x100.png 92w, https:\/\/www-7171.nscc.sg\/wp-content\/uploads\/2024\/04\/Screenshot-2021-09-16-100818-200x218.png 200w, https:\/\/www-7171.nscc.sg\/wp-content\/uploads\/2024\/04\/Screenshot-2021-09-16-100818-400x436.png 400w\" sizes=\"(max-width: 428px) 100vw, 428px\" \/><\/p><p>The noise generated by modern aircraft has been a long-standing noisepollution problem since the first commercial jet-engine-powered aircraft entered in the early 1950\u2019s. The elevated acoustic noise levels from aviation in flight has serious adverse impact on the health and well-being of people who live or work near airports. These health problems include, but are not limited to, hearing impairment, sleep disturbance, increased stress levels and the increased risk of hypertension and heart disease, which affect all age groups, especially children.<\/p><p>\u00a0<\/p><p>A typical turbofan civilian aircraft during take-off can generate an overall sound pressure level (OASPL) of approximately 100 dB, measured about 100ft away from the runway centre line. Much of the noise emission from jet-engine-powered aircraft originate from the airframe and engines. The noise produced from jet exhaust is by far the major source of noise pollution especially for low bypass ratio engines.<\/p><p>\u00a0<\/p><p>To reduce its impact on the environment and health, it is essential to understand the mechanism of noise generation, which can be challenging due to the complex physics of turbulent flow and its interaction with the acoustic field. A team of researchers at\u00a0<a class=\"mil-accent\" href=\"https:\/\/temasek-labs.nus.edu.sg\/\" target=\"_blank\" rel=\"noopener\">NUS\u2019 Temasek Laboratories<\/a>\u00a0are utilising NSCC\u2019s supercomputing resources in an attempt to employ the computational aeroacoustics (CAA) method with high-fidelity numerical simulations to accurately resolve the jet flow and predict its noise emissions. The research hopes to improve the understanding of the underlying physical process of noise generation and radiation.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e1f7764 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"e1f7764\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c2d9e62\" data-id=\"c2d9e62\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-adc66de elementor-widget elementor-widget-text-editor\" data-id=\"adc66de\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>To find out more about how NSCC\u2019s HPC resources can help you, please contact\u00a0<a class=\"mil-accent\" href=\"mailto:e-news@nscc.sg\">e-news@nscc.sg<\/a>.<\/p><p>\u00a0<\/p><section class=\"case-studies-info\"><p style=\"text-align: left;\">NSCC NewsBytes <a class=\"mil-accent\" href=\"https:\/\/www.nscc.sg\/wp-content\/uploads\/2021\/08\/NewsBytesFULL-Aug-2021-issueFinal.pdf\">August 2021<\/a><\/p><\/section>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2228a96 elementor-widget elementor-widget-itsulu-button\" data-id=\"2228a96\" data-element_type=\"widget\" data-widget_type=\"itsulu-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t\t\t<!-- Button -->\n\t\t<a class=\"mil-link\" href=\"\/nscc\/case-studies\/\">\n\t\t\t\t\t\t<span >\n\t\t\t\tBack To Case Studies\t\t\t<\/span>\n\t\t\t<i class=\"fas fa-arrow-right\"><\/i>\t\t\t    \t<\/a>\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e7f64ca elementor-widget elementor-widget-spacer\" data-id=\"e7f64ca\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.22.0 - 26-06-2024 *\/\n.elementor-column .elementor-spacer-inner{height:var(--spacer-size)}.e-con{--container-widget-width:100%}.e-con-inner>.elementor-widget-spacer,.e-con>.elementor-widget-spacer{width:var(--container-widget-width,var(--spacer-size));--align-self:var(--container-widget-align-self,initial);--flex-shrink:0}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container,.e-con>.elementor-widget-spacer>.elementor-widget-container{height:100%;width:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer{height:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner{height:var(--container-widget-height,var(--spacer-size))}.e-con-inner>.elementor-widget-spacer.elementor-widget-empty,.e-con>.elementor-widget-spacer.elementor-widget-empty{position:relative;min-height:22px;min-width:22px}.e-con-inner>.elementor-widget-spacer.elementor-widget-empty .elementor-widget-empty-icon,.e-con>.elementor-widget-spacer.elementor-widget-empty .elementor-widget-empty-icon{position:absolute;top:0;bottom:0;left:0;right:0;margin:auto;padding:0;width:22px;height:22px}<\/style>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c9c0f27 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"c9c0f27\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7fd8922\" data-id=\"7fd8922\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-dd6ce82 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"dd6ce82\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-2e9c877\" data-id=\"2e9c877\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d543c4d elementor-widget elementor-widget-heading\" data-id=\"d543c4d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.22.0 - 26-06-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\"><span class=\"mil-accent\">Other<\/span> Case Studies<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0e21bb elementor-widget elementor-widget-itsulu-portfolio-carousel\" data-id=\"f0e21bb\" data-element_type=\"widget\" data-widget_type=\"itsulu-portfolio-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t\t\t<div class=\"swiper-container mil-events-slider\" data-autoplay=\"6000\">\n\t\t\t<div class=\"mil-adaptive-right\">\n\t\t\t\t<div class=\"mil-slider-nav\">\n\t\t\t\t\t<div class=\"mil-slider-btn-prev mil-events-prev\"><i class=\"fas fa-arrow-left\"><\/i><span class=\"mil-h6\">Prev<\/span><\/div>\n\t\t\t\t\t<div class=\"mil-slider-btn-next mil-events-next\"><span class=\"mil-h6\">Next<\/span><i class=\"fas fa-arrow-right\"><\/i><\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\n\n<div class=\"swiper-slide\">\n\t<a href=\"https:\/\/www-7171.nscc.sg\/portfolio\/item\/a-cough-goes-a-long-way-understanding-the-spread-of-airborne-cough-droplets\/\" class=\"mil-card-2\">\n\t\t\t\t<div class=\"mil-cover-frame\">\n\t\t\t<img decoding=\"async\" src=\"https:\/\/www-7171.nscc.sg\/wp-content\/uploads\/2024\/04\/A-cough-goes-a-long-way.png\" alt=\"A cough goes a long way \u2013 Understanding the spread of airborne cough droplets\" \/>\n\t\t<\/div>\n\t\t\t\t<div class=\"mil-description\">\n\t\t\t<div class=\"mil-card-title\">\n\t\t\t\t\t\t\t\t<div class=\"mil-h6 mil-accent mil-mb-10\">\n\t\t\t\t\t<span>Health and Biomedical Sciences<\/span>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mil-h4 mil-mb-15\">\n\t\t\t\t\tA cough goes a long way \u2013 Understanding the spread of airborne cough droplets\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"mil-card-text\">\n\t\t\t\t<div>\n\t\t\t\t\t<p>Studying the dispersion of droplets in environmental transmission using supercomputers is helping researchers better understand what happens when a person coughs, in order to&#8230;<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/a>\n<\/div>\n\n\n<div class=\"swiper-slide\">\n\t<a href=\"https:\/\/www-7171.nscc.sg\/portfolio\/item\/enhancing-the-safety-of-electric-vehicles-through-hpc\/\" class=\"mil-card-2\">\n\t\t\t\t<div class=\"mil-cover-frame\">\n\t\t\t<img decoding=\"async\" src=\"https:\/\/www-7171.nscc.sg\/wp-content\/uploads\/2024\/04\/Casestudy-Aug-e1695371605619.png\" alt=\"Enhancing the safety of electric vehicles through HPC\" \/>\n\t\t<\/div>\n\t\t\t\t<div class=\"mil-description\">\n\t\t\t<div class=\"mil-card-title\">\n\t\t\t\t\t\t\t\t<div class=\"mil-h6 mil-accent mil-mb-10\">\n\t\t\t\t\t<span>Urban Solutions and Sustainability<\/span>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mil-h4 mil-mb-15\">\n\t\t\t\t\tEnhancing the safety of electric vehicles through HPC\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"mil-card-text\">\n\t\t\t\t<div>\n\t\t\t\t\t<p>Researchers from NUS tap on supercomputing to simulate the multi-physical processes of lithium-ion batteriesin order to develop cooling strategies for more advanced battery&#8230;<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/a>\n<\/div>\n\n\n<div class=\"swiper-slide\">\n\t<a href=\"https:\/\/www-7171.nscc.sg\/portfolio\/item\/tailoring-brain-tumour-treatments-for-better-patient-outcomes\/\" class=\"mil-card-2\">\n\t\t\t\t<div class=\"mil-cover-frame\">\n\t\t\t<img decoding=\"async\" src=\"https:\/\/www-7171.nscc.sg\/wp-content\/uploads\/2024\/04\/Brain-tumor.jpg\" alt=\"Tailoring brain tumour treatments for better patient outcomes\" \/>\n\t\t<\/div>\n\t\t\t\t<div class=\"mil-description\">\n\t\t\t<div class=\"mil-card-title\">\n\t\t\t\t\t\t\t\t<div class=\"mil-h6 mil-accent mil-mb-10\">\n\t\t\t\t\t<span>Health and Biomedical Sciences<\/span>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mil-h4 mil-mb-15\">\n\t\t\t\t\tTailoring brain tumour treatments for better patient outcomes\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"mil-card-text\">\n\t\t\t\t<div>\n\t\t\t\t\t<p>Doctors and researchers at the National Neuroscience Institute (NNI) are using a supercomputer to analyse the brain tumour genome of individual patients. The data could&#8230;<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/a>\n<\/div>\n\n\n<div class=\"swiper-slide\">\n\t<a href=\"https:\/\/www-7171.nscc.sg\/portfolio\/item\/training-conventional-surveillance-systems-to-be-smarter\/\" class=\"mil-card-2\">\n\t\t\t\t<div class=\"mil-cover-frame\">\n\t\t\t<img decoding=\"async\" src=\"https:\/\/www-7171.nscc.sg\/wp-content\/uploads\/2024\/04\/Credit-NTU-5.png\" alt=\"Training conventional surveillance systems to be smarter\" \/>\n\t\t<\/div>\n\t\t\t\t<div class=\"mil-description\">\n\t\t\t<div class=\"mil-card-title\">\n\t\t\t\t\t\t\t\t<div class=\"mil-h6 mil-accent mil-mb-10\">\n\t\t\t\t\t<span>Advanced Manufacturing and Engineering<\/span>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mil-h4 mil-mb-15\">\n\t\t\t\t\tTraining conventional surveillance systems to be smarter\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"mil-card-text\">\n\t\t\t\t<div>\n\t\t\t\t\t<p>Researchers at NTU are using HPC to design smart and autonomous cameras to aid in digital monitoring and crime prevention. Video surveillance systems have been around for many&#8230;<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/a>\n<\/div>\n\n\n<div class=\"swiper-slide\">\n\t<a href=\"https:\/\/www-7171.nscc.sg\/portfolio\/item\/high-performance-computing-for-studying-and-preserving-marine-ecosystems\/\" class=\"mil-card-2\">\n\t\t\t\t<div class=\"mil-cover-frame\">\n\t\t\t<img decoding=\"async\" src=\"https:\/\/www-7171.nscc.sg\/wp-content\/uploads\/2024\/04\/Untitled-design-67.png\" alt=\"High performance computing for studying and preserving marine ecosystems\" \/>\n\t\t<\/div>\n\t\t\t\t<div class=\"mil-description\">\n\t\t\t<div class=\"mil-card-title\">\n\t\t\t\t\t\t\t\t<div class=\"mil-h6 mil-accent mil-mb-10\">\n\t\t\t\t\t<span>Urban Solutions and Sustainability<\/span>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mil-h4 mil-mb-15\">\n\t\t\t\t\tHigh performance computing for studying and preserving marine ecosystems\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"mil-card-text\">\n\t\t\t\t<div>\n\t\t\t\t\t<p>The Reef Ecology Lab at NUS leverages NSCC\u2019s supercomputing capabilities for marine genomic analyses to better understand and design solutions for marine conservation in&#8230;<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/a>\n<\/div>\n\n\n<div class=\"swiper-slide\">\n\t<a href=\"https:\/\/www-7171.nscc.sg\/portfolio\/item\/supercomputers-accelerate-research-to-develop-more-effective-cancer-immunotherapy\/\" class=\"mil-card-2\">\n\t\t\t\t<div class=\"mil-cover-frame\">\n\t\t\t<img decoding=\"async\" src=\"https:\/\/www-7171.nscc.sg\/wp-content\/uploads\/2024\/04\/Untitled-design-19.png\" alt=\"Supercomputers accelerate research to develop more effective cancer immunotherapy\" \/>\n\t\t<\/div>\n\t\t\t\t<div class=\"mil-description\">\n\t\t\t<div class=\"mil-card-title\">\n\t\t\t\t\t\t\t\t<div class=\"mil-h6 mil-accent mil-mb-10\">\n\t\t\t\t\t<span>Health and Biomedical Sciences<\/span>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mil-h4 mil-mb-15\">\n\t\t\t\t\tSupercomputers accelerate research to develop more effective cancer immunotherapy\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"mil-card-text\">\n\t\t\t\t<div>\n\t\t\t\t\t<p>A*STAR researchers leverage supercomputing to predict immunotherapy outcomes in order to better select treatments best suited for patients. Immunotherapy is a breakthrough cancer&#8230;<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/a>\n<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"featured_media":6642,"menu_order":0,"template":"template-elementor-default.php","meta":{"_acf_changed":false,"_links_to":"","_links_to_target":""},"portfolio_categories":[20],"class_list":["post-6637","portfolio","type-portfolio","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www-7171.nscc.sg\/wp-json\/wp\/v2\/portfolio\/6637"}],"collection":[{"href":"https:\/\/www-7171.nscc.sg\/wp-json\/wp\/v2\/portfolio"}],"about":[{"href":"https:\/\/www-7171.nscc.sg\/wp-json\/wp\/v2\/types\/portfolio"}],"version-history":[{"count":26,"href":"https:\/\/www-7171.nscc.sg\/wp-json\/wp\/v2\/portfolio\/6637\/revisions"}],"predecessor-version":[{"id":14035,"href":"https:\/\/www-7171.nscc.sg\/wp-json\/wp\/v2\/portfolio\/6637\/revisions\/14035"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www-7171.nscc.sg\/wp-json\/wp\/v2\/media\/6642"}],"wp:attachment":[{"href":"https:\/\/www-7171.nscc.sg\/wp-json\/wp\/v2\/media?parent=6637"}],"wp:term":[{"taxonomy":"portfolio_categories","embeddable":true,"href":"https:\/\/www-7171.nscc.sg\/wp-json\/wp\/v2\/portfolio_categories?post=6637"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}