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</ul> </div> </div> <div class="campl-row campl-page-header campl-section-page"> <div class="campl-wrap clearfix"> <div class="campl-column12"> <div class="campl-content-container "> <h1 class="campl-page-title"> Department of Computer Science and Technology </h1> </div> </div> </div> </div> <div class="campl-row campl-page-header"> <div class="campl-wrap"> <div class="region region-horizontal-navigation"> <div id="block-block-232" class="block block-block"> <div> <div class="tex2jax"><div class="campl-no-top-padding no-print"> <p class="rteright" style="margin-bottom:0px;"><a href="/raven/login">Sign in with Raven</a></p> </div> </div> </div> </div> <div id="block-menu-block-1" class="block block-menu-block"> <div> <div class="menu-block-wrapper menu-block-1 menu-name-main-menu parent-mlid-0 menu-level-1"> <div class="campl-wrap clearfix campl-local-navigation"><div class="campl-local-navigation-container"><ul class="campl-unstyled-list"><li class="first leaf active-trail active 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href="/accelerate">Accelerate Programme for Scientific Discovery</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-43251"><a href="/accelerate">Accelerate Programme for Scientific Discovery overview</a></li> <li class="last leaf menu-mlid-43291"><a href="/research/accelerate/news">News</a></li> </ul></li> <li class="leaf menu-mlid-60941"><a href="https://www.cl.cam.ac.uk/research/cascade/" title="">CASCADE Computer Architecture & Semiconductor Design Centre</a></li> <li class="expanded menu-mlid-43271"><a href="/research/data-trusts">Data Trusts Initiative</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-43271"><a href="/research/data-trusts">Data Trusts Initiative overview</a></li> <li class="leaf menu-mlid-43301"><a href="/research/data-trusts/news">News</a></li> <li class="leaf menu-mlid-43281"><a href="/research/data-trusts/people">People</a></li> <li class="leaf menu-mlid-44551"><a 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menu-mlid-44381"><a href="/support-and-development" title="">Support and Development</a></li> <li class="last leaf menu-mlid-44391"><a href="/equality-diversity/targeted-funding">Targeted funding</a></li> </ul></li> <li class="expanded menu-mlid-39381"><a href="/lgbtq">LGBTQ+@CL</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-39381"><a href="/lgbtq">LGBTQ+@CL overview</a></li> <li class="leaf menu-mlid-39791"><a href="/lgbtq/events">Events</a></li> <li class="leaf menu-mlid-39801"><a href="/lgbtq/links-and-resources">Links and resources</a></li> <li class="last leaf menu-mlid-39821"><a href="/lgbtq/library">Queer Library</a></li> </ul></li> <li class="expanded menu-mlid-39311"><a href="/women">women@CL</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-39311"><a href="/women">women@CL overview</a></li> <li class="expanded menu-mlid-39391"><a href="/women/intro">About Us</a><ul class="menu"><li class="first collapsed menu-mlid-39391"><a href="/women/intro">About Us overview</a></li> <li class="last expanded menu-mlid-39491"><a href="/women/intro/friends">Friends of women@CL</a><ul class="menu"><li class="first last collapsed menu-mlid-39491"><a href="/women/intro/friends">Friends of women@CL overview</a></li> </ul></li> </ul></li> <li class="leaf menu-mlid-57321"><a href="/twentieth-anniversary-womencl">Twentieth Anniversary of Women@CL</a></li> <li class="leaf menu-mlid-39481"><a href="/women/news">News</a></li> <li class="leaf menu-mlid-39401"><a href="/women/calendar">Calendar</a></li> <li class="leaf menu-mlid-39411"><a href="/women/techevents">Tech Events</a></li> <li class="leaf menu-mlid-39431"><a href="/women/mentoring">Mentoring</a></li> <li class="leaf menu-mlid-41821"><a href="/women/students-experiences">Students' experiences</a></li> <li class="expanded menu-mlid-39441"><a href="/women/contact">Contact</a><ul class="menu"><li class="first collapsed menu-mlid-39441"><a href="/women/contact">Contact overview</a></li> <li class="last leaf menu-mlid-39521"><a href="/women/contact/mailinglist">Mailing lists</a></li> </ul></li> <li class="expanded menu-mlid-39451"><a href="/women/scholarships" title="">Useful information</a><ul class="menu"><li class="first leaf menu-mlid-39531"><a href="/women/scholarships">Scholarships</a></li> <li class="leaf menu-mlid-39541"><a href="/women/initiatives">Initiatives</a></li> <li class="leaf menu-mlid-39551"><a href="/women/support">Support</a></li> <li class="last leaf menu-mlid-39561"><a href="/women/dignitypolicy">Dignity Policy</a></li> </ul></li> <li class="last leaf menu-mlid-39461"><a href="/women/faq">FAQ</a></li> </ul></li> <li class="expanded menu-mlid-39361"><a href="/outreach">Outreach</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-39361"><a href="/outreach">Outreach overview</a></li> <li class="leaf menu-mlid-57031"><a href="/outreach/women-in-cs-programme">Women in Computer Science Programme</a></li> <li class="leaf menu-mlid-65329"><a href="/outreach/wics-seminar-series">Women in Computer Science seminar series</a></li> <li class="last expanded menu-mlid-57041"><a href="/outreach/deepmind-research-ready">Google DeepMind Research Ready programme</a><ul class="menu"><li class="first collapsed menu-mlid-57041"><a href="/outreach/deepmind-research-ready">Google DeepMind Research Ready programme overview</a></li> <li class="leaf menu-mlid-57071"><a href="/outreach/deepmind-research-ready/accom-and-pay">Accommodation and Pay</a></li> <li class="leaf menu-mlid-57081"><a href="/outreach/deepmind-research-ready/application">Application</a></li> <li class="leaf menu-mlid-57091"><a href="/outreach/deepmind-research-ready/eligibility">Eligibility</a></li> <li class="leaf menu-mlid-65328"><a href="/outreach/deepmind-research-ready/projects">Project proposals</a></li> <li class="last leaf menu-mlid-57101"><a href="/outreach/deepmind-research-ready/references">References</a></li> </ul></li> </ul></li> <li class="leaf menu-mlid-43771"><a href="https://www.cl.cam.ac.uk/projects/raspberrypi/" title="">Raspberry Pi Tutorials ➥</a></li> <li class="last leaf menu-mlid-39371"><a href="/wiseman-prize">Wiseman prize</a></li> </ul></li> <li class="expanded menu-mlid-37341"><a href="/research">Research</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-37341"><a href="/research">Research overview</a></li> <li class="leaf menu-mlid-48841"><a href="/research/application-areas">Application areas</a></li> <li class="leaf menu-mlid-45671"><a href="/research/themes">Research themes</a></li> <li class="leaf menu-mlid-43651"><a href="/research/themes/algorithms-and-complexity">Algorithms and Complexity</a></li> <li class="expanded menu-mlid-43661"><a href="/research/themes/computer-architecture">Computer Architecture</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-43661"><a href="/research/themes/computer-architecture">Computer Architecture overview</a></li> <li class="last leaf menu-mlid-59521"><a href="/research/themes/computer-architecture/creating-new-computer-architecture-research-centre">Creating a new Computer Architecture Research Centre</a></li> </ul></li> <li class="leaf menu-mlid-43671"><a href="/research/themes/graphics-vision-and-imaging-science">Graphics, Vision and Imaging Science</a></li> <li class="leaf menu-mlid-43681"><a href="/research/themes/human-centred-computing">Human-Centred Computing</a></li> <li class="leaf menu-mlid-43691"><a href="/research/themes/machine-learning-and-artificial-intelligence">Machine Learning and Artificial Intelligence</a></li> <li class="leaf menu-mlid-43701"><a href="/research/themes/mobile-systems-robotics-and-automation">Mobile Systems, Robotics and Automation</a></li> <li class="leaf menu-mlid-43711"><a href="/research/themes/natural-language-processing">Natural Language Processing</a></li> <li class="leaf menu-mlid-43721"><a href="/research/themes/programming-languages-semantics-and-verification">Programming Languages, Semantics and Verification</a></li> <li class="leaf menu-mlid-43731"><a href="/research/themes/security">Security</a></li> <li class="leaf menu-mlid-43741"><a href="/research/themes/systems-and-networking">Systems and Networking</a></li> <li class="expanded menu-mlid-46721"><a href="/research/groups">Research groups</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-46721"><a href="/research/groups">Research groups overview</a></li> <li class="expanded menu-mlid-59601"><a href="/research/comparch" title="Tomorrow's computing hardware">Computer Architecture Group</a><ul class="menu"><li class="first collapsed menu-mlid-59601"><a href="/research/comparch" title="Tomorrow's computing hardware">Computer Architecture Group overview</a></li> <li class="leaf menu-mlid-59621"><a href="/research/comparch/people" title="Members of the Computer Architecture Group">People</a></li> <li class="last leaf menu-mlid-59611"><a href="/research/comparch/student-projects" title="Part II, Part III and MPhil projects">Student projects</a></li> </ul></li> <li class="expanded menu-mlid-48851"><a href="/research/eeg">Energy and Environment Group</a><ul class="menu"><li class="first collapsed menu-mlid-48851"><a href="/research/eeg">Energy and Environment Group overview</a></li> <li class="leaf menu-mlid-57331"><a href="/research/eeg/eeg-declaration">EEG Declaration</a></li> <li class="leaf menu-mlid-57201"><a href="/research/eeg/news">EEG News</a></li> <li class="leaf menu-mlid-59811"><a href="/research/eeg/our-people">EEG People</a></li> <li class="leaf menu-mlid-48891"><a href="/research/eeg/publications">EEG Publications</a></li> <li class="leaf menu-mlid-59641"><a href="/research/eeg/eeg-research">EEG Research</a></li> <li class="leaf menu-mlid-57211"><a href="/research/eeg/resources">EEG Resources</a></li> <li class="last leaf menu-mlid-52551"><a href="/research/eeg/past-seminars">EEG Past Seminars</a></li> </ul></li> <li class="expanded menu-mlid-52601"><a href="/research/lhi" title="equitable and effective learning for all">Learning and Human Intelligence Group</a><ul class="menu"><li class="first collapsed menu-mlid-52601"><a href="/research/lhi" title="equitable and effective learning for all">Learning and Human Intelligence Group overview</a></li> <li class="last leaf menu-mlid-52611"><a href="/research/lhi/people">People</a></li> </ul></li> <li class="last leaf menu-mlid-59561"><a href="/research/quantum">Quantum Computing Group</a></li> </ul></li> <li class="last leaf menu-mlid-44481"><a href="/research/information">Technical Reports</a></li> </ul></li> <li class="expanded menu-mlid-37301"><a href="/admissions" title="">Admissions</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first leaf menu-mlid-38881"><a href="/admissions">Admissions information</a></li> <li class="expanded menu-mlid-38911"><a href="/admissions/undergraduate">Undergraduate admissions</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-38911"><a href="/admissions/undergraduate">Undergraduate admissions overview</a></li> <li class="leaf menu-mlid-39021"><a href="/admissions/open-days/undergraduate">Open days and events</a></li> <li class="expanded menu-mlid-39001"><a href="/admissions/undergraduate/course-overview">Course overview</a><ul class="menu"><li class="first last collapsed menu-mlid-39001"><a href="/admissions/undergraduate/course-overview">Course overview overview</a></li> </ul></li> <li class="leaf menu-mlid-39031"><a href="/admissions/undergraduate/entry">Making your application</a></li> <li class="leaf menu-mlid-39011"><a href="/admissions/undergraduate/faqs">Admissions FAQs</a></li> <li class="leaf menu-mlid-60901"><a href="/admissions/undergraduate/interviews">Interviews</a></li> <li class="last leaf menu-mlid-56721"><a href="/admissions/undergraduate/super-curricular-activities">Super curricular activities</a></li> </ul></li> <li class="expanded menu-mlid-38891"><a href="/admissions/acs">MPhil in Advanced Computer Science</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-38891"><a href="/admissions/acs">MPhil in Advanced Computer Science overview</a></li> <li class="leaf menu-mlid-38941"><a href="/admissions/acs/applications">Applications</a></li> <li class="leaf menu-mlid-38921"><a href="/admissions/acs/course-structure">Course structure</a></li> <li class="leaf menu-mlid-38951"><a href="/admissions/acs/funding-competitions">Funding competitions</a></li> <li class="last leaf menu-mlid-38931"><a href="/admissions/acs/prerequisites">Prerequisites</a></li> </ul></li> <li class="last expanded menu-mlid-38901"><a href="/admissions/phd">PhD in Computer Science</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-38901"><a href="/admissions/phd">PhD in Computer Science overview</a></li> <li class="leaf menu-mlid-38971"><a href="/admissions/phd/application-forms">Application forms</a></li> <li class="leaf menu-mlid-38961"><a href="/admissions/phd/research-proposal">Research Proposal</a></li> <li class="leaf menu-mlid-38981"><a href="/admissions/phd/funding-competitions-and-grants">Funding competitions and grants</a></li> <li class="leaf menu-mlid-50871"><a href="/admissions/phd/part-time-phd-degree">Part-time PhD Degree</a></li> <li class="last leaf menu-mlid-38991"><a href="/admissions/phd/rs-premium">Premium Research Studentship</a></li> </ul></li> </ul></li> <li class="expanded menu-mlid-37291"><a href="/teaching">Current students</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-37291"><a href="/teaching">Current students overview</a></li> <li class="leaf menu-mlid-37451"><a href="/teaching/part-ia">Part IA</a></li> <li class="expanded menu-mlid-37461"><a href="/teaching/part-ib">Part IB</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-37461"><a href="/teaching/part-ib">Part IB overview</a></li> <li class="last expanded menu-mlid-37971"><a href="/teaching/part-ib/group-projects">Part IB group projects</a><ul class="menu"><li class="first collapsed menu-mlid-37971"><a href="/teaching/part-ib/group-projects">Part IB group projects overview</a></li> <li class="leaf menu-mlid-43331"><a href="/teaching/part-ib/group-projects/important-dates">Important dates</a></li> <li class="leaf menu-mlid-43471"><a href="/teaching/part-ib/group-projects/design-briefs">Design briefs</a></li> <li class="leaf menu-mlid-44671"><a href="https://www.vle.cam.ac.uk/course/view.php?id=254567" title="">Moodle course ➥</a></li> <li class="leaf menu-mlid-43341"><a href="/teaching/part-ib/group-projects/objectives-and-assessment">Learning objectives and assessment</a></li> <li class="leaf menu-mlid-43351"><a href="/teaching/part-ib/group-projects/course-structure">Course structure</a></li> <li class="leaf menu-mlid-43361"><a href="/teaching/part-ib/group-projects/technical-considerations">Technical considerations</a></li> <li class="leaf menu-mlid-43371"><a href="/teaching/part-ib/group-projects/after-the-project">After the project</a></li> <li class="last leaf menu-mlid-43381"><a href="/teaching/part-ib/group-projects/behaviour">Behaviour</a></li> </ul></li> </ul></li> <li class="expanded menu-mlid-37471"><a href="/teaching/part-ii">Part II</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-37471"><a href="/teaching/part-ii">Part II overview</a></li> <li class="expanded menu-mlid-38001"><a href="/teaching/part-ii/projects">Part II projects</a><ul class="menu"><li class="first collapsed menu-mlid-38001"><a href="/teaching/part-ii/projects">Part II projects overview</a></li> <li class="leaf menu-mlid-38171"><a href="/teaching/part-ii/projects/dates">Important dates</a></li> <li class="leaf menu-mlid-43191"><a href="/teaching/part-ii/projects/project-suggestions">Project suggestions</a></li> <li class="leaf menu-mlid-38191"><a href="/teaching/part-ii/projects/checker-groups">Project Checker groups</a></li> <li class="leaf menu-mlid-43241"><a href="/teaching/part-ii/projects/project-proposal">Project proposal</a></li> <li class="leaf menu-mlid-43211"><a href="/teaching/part-ii/projects/running-the-project">Advice on running the project</a></li> <li class="leaf menu-mlid-43231"><a href="/teaching/part-ii/projects/progress-report">Progress report and presentation</a></li> <li class="leaf menu-mlid-43201"><a href="/teaching/part-ii/projects/dissertation">The dissertation</a></li> <li class="leaf menu-mlid-38131"><a href="/teaching/part-ii/projects/submission">Submission</a></li> <li class="leaf menu-mlid-43221"><a href="/teaching/part-ii/projects/assessment">Assessment</a></li> <li class="leaf menu-mlid-38161"><a href="/teaching/part-ii/projects/supervisor-notes">Supervisor briefing notes</a></li> <li class="leaf menu-mlid-38061"><a href="/teaching/part-ii/projects/projectchecker-notes">Project Checker briefing notes</a></li> <li class="last leaf menu-mlid-46761"><a href="https://www.cl.cam.ac.uk/teaching/projects/overseers/archive.html" title="">Past Part II projects archive ➥</a></li> </ul></li> <li class="leaf menu-mlid-38051"><a href="/teaching/supervisions/sign-up">Part II Supervision sign-up</a></li> <li class="leaf menu-mlid-38011"><a href="/teaching/part-ii/part-ii-modules" title="">Part II Modules</a></li> <li class="leaf menu-mlid-38041"><a href="/teaching/supervisions/overview">Part II Supervisions overview</a></li> <li class="expanded menu-mlid-38021"><a href="/teaching/part-ii/continuing-to-part-iii">Continuing to Part III</a><ul class="menu"><li class="first last collapsed menu-mlid-38021"><a href="/teaching/part-ii/continuing-to-part-iii">Continuing to Part III overview</a></li> </ul></li> <li class="last leaf menu-mlid-38031"><a href="/teaching/part-ii/part3dosinfo">Part III of the Computer Science Tripos</a></li> </ul></li> <li class="expanded menu-mlid-37421"><a href="/teaching/masters" title="">Masters courses</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first expanded menu-mlid-37841"><a href="/teaching/masters">Overview</a><ul class="menu"><li class="first collapsed menu-mlid-37841"><a href="/teaching/masters">Overview overview</a></li> <li class="leaf menu-mlid-37931"><a href="/teaching/masters/resources">Resources</a></li> <li class="last expanded menu-mlid-37921"><a href="/teaching/masters/information">Information for current Masters students</a><ul class="menu"><li class="first collapsed menu-mlid-37921"><a href="/teaching/masters/information">Information for current Masters students overview</a></li> <li class="last leaf menu-mlid-56681"><a href="/teaching/masters/information/specialtopic">Special topics</a></li> </ul></li> </ul></li> <li class="leaf menu-mlid-37821"><a href="/teaching/masters/forms">ACS Forms</a></li> <li class="expanded menu-mlid-37831"><a href="/teaching/masters/projects">Part III and ACS projects</a><ul class="menu"><li class="first collapsed menu-mlid-37831"><a href="/teaching/masters/projects">Part III and ACS projects overview</a></li> <li class="leaf menu-mlid-37891"><a href="/teaching/masters/projects/submission">Submission of project reports</a></li> <li class="expanded menu-mlid-37881"><a href="/teaching/masters/projects/acs">ACS projects</a><ul class="menu"><li class="first collapsed menu-mlid-37881"><a href="/teaching/masters/projects/acs">ACS projects overview</a></li> <li class="last leaf menu-mlid-37911"><a href="/teaching/masters/projects/acs/guidelines">Guidance for ACS projects</a></li> </ul></li> <li class="expanded menu-mlid-37871"><a href="/teaching/masters/projects/part-iii">Part III projects</a><ul class="menu"><li class="first collapsed menu-mlid-37871"><a href="/teaching/masters/projects/part-iii">Part III projects overview</a></li> <li class="last leaf menu-mlid-37901"><a href="/teaching/masters/projects/part-iii/guidelines">Guidance for Part III projects</a></li> </ul></li> <li class="last leaf menu-mlid-37861"><a href="/teaching/masters/projects/suggestions">Project suggestions</a></li> </ul></li> <li class="last expanded menu-mlid-37851"><a href="/teaching/masters/preparation" title="">Induction for M.Phil and Part III students</a><ul class="menu"><li class="first leaf menu-mlid-37941"><a href="/teaching/masters/preparation">Preparation</a></li> <li class="leaf menu-mlid-37951"><a href="/teaching/masters/registration">Registration</a></li> <li class="last leaf menu-mlid-37961"><a href="/teaching/masters/induction">Induction - Masters students</a></li> </ul></li> </ul></li> <li class="expanded menu-mlid-37411"><a href="/local/phd" title="">PhD students</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first expanded menu-mlid-37591"><a href="/local/phd">PhD resources</a><ul class="menu"><li class="first collapsed menu-mlid-37591"><a href="/local/phd">PhD resources overview</a></li> <li class="leaf menu-mlid-37661"><a href="/local/phd/deadlines">Deadlines for PhD applications</a></li> <li class="leaf menu-mlid-37641"><a href="/local/phd/graduate-advisers">Protocol for Graduate Advisers for PhD students</a></li> <li class="leaf menu-mlid-37651"><a href="/local/phd/supervisors">Guidelines for PhD supervisors</a></li> <li class="expanded menu-mlid-37671"><a href="/local/phd/phd-induction">Induction information</a><ul class="menu"><li class="first collapsed menu-mlid-37671"><a href="/local/phd/phd-induction">Induction information overview</a></li> <li class="leaf menu-mlid-37721"><a href="/local/phd/important-dates">Important Dates</a></li> <li class="leaf menu-mlid-37701"><a href="/local/phd/depthelp">Who is here to help</a></li> <li class="leaf menu-mlid-37711"><a href="/local/phd/fees-exemption">Exemption from University Composition Fees</a></li> <li class="leaf menu-mlid-37681"><a href="/local/phd/basics">The basics</a></li> <li class="leaf menu-mlid-37731"><a href="/local/phd/being-research-student">Being a research student</a></li> <li class="last leaf menu-mlid-37691"><a href="/local/phd/researcher-development">Researcher Development</a></li> </ul></li> <li class="last leaf menu-mlid-56671"><a href="/teaching/masters/rsp">Research skills programme</a></li> </ul></li> <li class="expanded menu-mlid-37611"><a href="/local/phd/cpgs" title="">Progression</a><ul class="menu"><li class="first leaf menu-mlid-37781"><a href="/local/phd/cpgs">CPGS</a></li> <li class="leaf menu-mlid-37771"><a href="/local/phd/year1-report">First Year Report: the PhD Proposal</a></li> <li class="leaf menu-mlid-37761"><a href="/local/phd/year2-report">Second Year Report: Dissertation Schedule</a></li> <li class="leaf menu-mlid-37751"><a href="/local/phd/year3-report">Third Year Report: Progress Statement</a></li> <li class="last expanded menu-mlid-37741"><a href="/local/phd/year4">Fourth Year: writing up and completion</a><ul class="menu"><li class="first collapsed menu-mlid-37741"><a href="/local/phd/year4">Fourth Year: writing up and completion overview</a></li> <li class="leaf menu-mlid-37791"><a href="/local/phd/typography">PhD thesis formatting</a></li> <li class="leaf menu-mlid-37801"><a href="/local/phd/writingup">Writing up and word count</a></li> <li class="last leaf menu-mlid-37811"><a href="/local/phd/submission">Submitting your dissertation</a></li> </ul></li> </ul></li> <li class="leaf menu-mlid-37601"><a href="/local/phd/publications">Papers and conferences</a></li> <li class="leaf menu-mlid-37581"><a href="/local/phd/gradleave">Leave to work away, holidays, and intermission</a></li> <li class="leaf menu-mlid-37621"><a href="https://www.cl.cam.ac.uk/lists/phd/" title="">List of PhD students ➥</a></li> <li class="last leaf menu-mlid-37571"><a href="/local/phd/building-services">PAT, recycling, and Building Services</a></li> </ul></li> <li class="expanded menu-mlid-37441"><a href="/freshers">Freshers</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-37441"><a href="/freshers">Freshers overview</a></li> <li class="last leaf menu-mlid-44591"><a href="/freshers/cambridge-university-freshers-events">Cambridge University Freshers' Events</a></li> </ul></li> <li class="leaf menu-mlid-37491"><a href="/teaching/undergraduate-student-guidance">Undergraduate teaching information and important dates</a></li> <li class="leaf menu-mlid-37551"><a href="https://www.cl.cam.ac.uk/teaching/2324/" title="">Course material 2023/24 ➥</a></li> <li class="leaf menu-mlid-59541"><a href="https://www.cl.cam.ac.uk/teaching/2425/" title="">Course material 2024/25 ➥</a></li> <li class="expanded menu-mlid-37531"><a href="/teaching/exams">Exams</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-37531"><a href="/teaching/exams">Exams overview</a></li> <li class="leaf menu-mlid-38351"><a href="/teaching/exams/dates">Examination dates</a></li> <li class="leaf menu-mlid-38431"><a href="https://www.cl.cam.ac.uk/teaching/exams/results/" title="">Examination results ➥</a></li> <li class="leaf menu-mlid-38441"><a href="https://www.cl.cam.ac.uk/teaching/exams/reports/" title="">Examiners' reports ➥</a></li> <li class="leaf menu-mlid-38411"><a href="/teaching/exams/part-iii-assessment">Part III Assessment</a></li> <li class="leaf menu-mlid-38401"><a href="/teaching/exams/mphil-assessment">MPhil Assessment</a></li> <li class="leaf menu-mlid-38451"><a href="https://www.cl.cam.ac.uk/teaching/exams/pastpapers/" title="">Past exam papers ➥</a></li> <li class="leaf menu-mlid-43311"><a href="/teaching/exams/guidance-2324">Examinations Guidance 2023-24</a></li> <li class="expanded menu-mlid-41961"><a href="/teaching/exams/hod-notice/part-ia" title="">Head of Department's Announcements</a><ul class="menu"><li class="first leaf menu-mlid-41971"><a href="/teaching/exams/hod-notice/part-ia">Part IA</a></li> <li class="leaf menu-mlid-41981"><a href="/teaching/exams/hod-notice/part-ib">Part IB</a></li> <li class="leaf menu-mlid-41991"><a href="/teaching/exams/hod-notice/part-ii">Part II</a></li> <li class="last leaf menu-mlid-43481"><a href="/teaching/exams/hod-notice/part-iii">Part III</a></li> </ul></li> <li class="leaf menu-mlid-42991"><a href="/teaching/exams/marking-and-classing">Marking Scheme and Classing Convention</a></li> <li class="leaf menu-mlid-38361"><a href="/teaching/exams/plagiarism">Guidance on Plagiarism and Academic Misconduct</a></li> <li class="leaf menu-mlid-38371"><a href="/teaching/exams/calculators">Purchase of calculators</a></li> <li class="leaf 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server</a></li> <li class="leaf menu-mlid-38201"><a href="/teaching/student-resources/online-services">Online services</a></li> <li class="leaf menu-mlid-38211"><a href="/teaching/student-resources/matlab">MATLAB</a></li> <li class="leaf menu-mlid-38221"><a href="/teaching/student-resources/mcs">Managed Cluster Service (MCS)</a></li> <li class="leaf menu-mlid-38231"><a href="/teaching/student-resources/mssoftware">Microsoft Software for personal use</a></li> <li class="leaf menu-mlid-38241"><a href="/teaching/student-resources/linux">Installing Linux</a></li> <li class="leaf menu-mlid-38261"><a href="/teaching/student-resources/mphil-machines">Part III and MPhil Machines</a></li> <li class="last leaf menu-mlid-38251"><a href="/teaching/student-resources/skill">Transferable skills</a></li> </ul></li> <li class="expanded menu-mlid-37501"><a href="/teaching/course-feedback-and-help" title="">Course feedback and where to find help</a><ul class="campl-unstyled-list local-dropdown-menu"><li 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menu-mlid-59531"><a href="/local/calendar" title="">Miscellaneous</a></li> </ul></li> </ul></div></div></div> </div> </div> </div> </div> </div> <div class="campl-row campl-page-header"> <div class="campl-wrap clearfix"> <div class="campl-column9 campl-recessed-carousel"> <div class="region region-carousel"> <div id="block-views-carousel-block" class="block block-views"> <div> <div class="view view-carousel view-id-carousel view-display-id-block section-carousel campl-carousel clearfix campl-banner view-dom-id-514a234b4b126e8a2affb0c0e164c6da"> <div class="view-content"> <div class="campl-carousel-container"> <ul class="campl-unstyled-list campl-slides"> <li class="campl-slide campl-column12"> <span property="dc:title" content="Welcoming visitors during the Cambridge Festival" class="rdf-meta element-hidden"></span><span property="sioc:num_replies" content="0" datatype="xsd:integer" class="rdf-meta element-hidden"></span><div class="image-container"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><a href="https://www.cst.cam.ac.uk/news/tour-supercomputer-and-meet-swarm-robots-our-cambridge-festival-open-day"><img typeof="foaf:Image" class="campl-scale-with-grid" src="https://www.cst.cam.ac.uk/sites/default/files/styles/carousel/public/cambridge-festival-2024-picture-montage-web-b.png?itok=fAoDczVl" alt="" /></a></div></div></div></div> <div class="campl-slide-caption"> <a href="https://www.cst.cam.ac.uk/news/tour-supercomputer-and-meet-swarm-robots-our-cambridge-festival-open-day"> <span class="campl-slide-caption-txt">Welcoming visitors during the Cambridge Festival</span> </a> </div> </li> <li class="campl-slide campl-column12"> <span property="dc:title" content="Arm funds PhD studentships at new CASCADE Research Centre" class="rdf-meta element-hidden"></span><span property="sioc:num_replies" content="0" datatype="xsd:integer" class="rdf-meta element-hidden"></span><div class="image-container"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><a href="https://www.cst.cam.ac.uk/news/arm-donation-funds-phd-students-new-computer-architecture-research-centre"><img typeof="foaf:Image" class="campl-scale-with-grid" src="https://www.cst.cam.ac.uk/sites/default/files/styles/carousel/public/homepage-carousel/cascade-centre-carousel-image-v2.png?itok=so9kEZzS" alt="We launched the new CASCADE Centre for Computer Architecture and Semiconductor Design in June 2024" title="We launched the new CASCADE Centre for Computer Architecture and Semiconductor Design in June 2024" /></a></div></div></div></div> <div class="campl-slide-caption"> <a href="https://www.cst.cam.ac.uk/news/arm-donation-funds-phd-students-new-computer-architecture-research-centre"> <span class="campl-slide-caption-txt">Arm funds PhD studentships at new CASCADE Research Centre</span> </a> </div> </li> <li class="campl-slide campl-column12"> <span property="dc:title" content="Researchers use AI to combat cancer misinformation" class="rdf-meta element-hidden"></span><span property="sioc:num_replies" content="0" datatype="xsd:integer" class="rdf-meta element-hidden"></span><div class="image-container"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><a href="https://www.cst.cam.ac.uk/news/using-ai-understand-and-tackle-spread-fake-cancer-treatments"><img typeof="foaf:Image" class="campl-scale-with-grid" src="https://www.cst.cam.ac.uk/sites/default/files/styles/carousel/public/homepage-carousel/cancer-misinformation-carousel-image-v2.png?itok=3UjzHTYK" alt="" /></a></div></div></div></div> <div class="campl-slide-caption"> <a href="https://www.cst.cam.ac.uk/news/using-ai-understand-and-tackle-spread-fake-cancer-treatments"> <span class="campl-slide-caption-txt">Researchers use AI to combat cancer misinformation</span> </a> </div> </li> <li class="campl-slide campl-column12"> <span property="dc:title" content="Sir Demis Hassabis becomes first alumnus to receive a Nobel Prize" class="rdf-meta element-hidden"></span><span property="sioc:num_replies" content="0" datatype="xsd:integer" class="rdf-meta element-hidden"></span><div class="image-container"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><a href="https://www.cst.cam.ac.uk/news/nobel-prize-our-alumnus-sir-demis-hassabis"><img typeof="foaf:Image" class="campl-scale-with-grid" src="https://www.cst.cam.ac.uk/sites/default/files/styles/carousel/public/homepage-carousel/demis-hassabis-nobel-prize-carousel-image.png?itok=6y1DRNVD" alt="" /></a></div></div></div></div> <div class="campl-slide-caption"> <a href="https://www.cst.cam.ac.uk/news/nobel-prize-our-alumnus-sir-demis-hassabis"> <span class="campl-slide-caption-txt">Sir Demis Hassabis becomes first alumnus to receive a Nobel Prize</span> </a> </div> </li> <li class="campl-slide campl-column12"> <span property="dc:title" content="The stubborn memory safety issue behind many cyberattacks" class="rdf-meta element-hidden"></span><span property="sioc:num_replies" content="0" datatype="xsd:integer" class="rdf-meta element-hidden"></span><div class="image-container"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><a href="https://www.cst.cam.ac.uk/news/campaigners-call-concerted-effort-software-memory-safety-issues"><img typeof="foaf:Image" class="campl-scale-with-grid" src="https://www.cst.cam.ac.uk/sites/default/files/styles/carousel/public/michael-geiger-jjpqavjby_k-unsplash-news-crop-h_0.jpg?itok=llrkTHRV" alt="" /></a></div></div></div></div> <div class="campl-slide-caption"> <a href="https://www.cst.cam.ac.uk/news/campaigners-call-concerted-effort-software-memory-safety-issues"> <span class="campl-slide-caption-txt">The stubborn memory safety issue behind many cyberattacks</span> </a> </div> </li> </ul></div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="campl-row campl-content campl-recessed-content"> <div class="campl-wrap clearfix"> <div class="campl-column9 campl-main-content" id="page-content"> <div class=""> <div class="region region-content"> <div id="block-system-main" class="block block-system"> <div> <div id="node-2" class="node node-page clearfix" about="/home" typeof="foaf:Document"> <span property="dc:title" content="Home" class="rdf-meta element-hidden"></span><span property="sioc:num_replies" content="0" datatype="xsd:integer" class="rdf-meta element-hidden"></span> <div class="content campl-content-container"> <div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even" property="content:encoded"></div></div></div> </div> </div> </div> </div> <div id="block-views-tiles-block-2" class="block block-views"> <div> <div class="view view-tiles view-id-tiles view-display-id-block_2 campl-side-padding clearfix view-dom-id-ed10dd08bd7f3a2c77006ad1df99444f"> <div class="view-content"> <div class="tile-size-3 tile-wrapper"> <a href="/research"><img typeof="foaf:Image" class="campl-scale-with-grid" src="https://www.cst.cam.ac.uk/sites/default/files/styles/inline/public/prorok-lab-research-image-square-250.png?itok=8utNNqK1" alt="Researchers working in the Prorok Lab" title="Researchers working in the Prorok Lab" /></a> <div class="cst-caption"> <a href="https://www.cst.cam.ac.uk/research" class="caption">Research</a> </div> </div> <div class="tile-size-3 tile-wrapper"> <a href="/admissions"><img typeof="foaf:Image" class="campl-scale-with-grid" src="https://www.cst.cam.ac.uk/sites/default/files/styles/inline/public/getting_ready_for_open_days_july_2023-square.png?itok=GQo_0Gic" alt="" /></a> <div class="cst-caption"> <a href="https://www.cst.cam.ac.uk/admissions" class="caption">Admissions</a> </div> </div> <div class="tile-size-3 tile-wrapper"> <a href="/teaching"><img typeof="foaf:Image" class="campl-scale-with-grid" src="https://www.cst.cam.ac.uk/sites/default/files/styles/inline/public/phd-student-supervising-undergrads-new-sq.png?itok=l8uXzn65" alt="" /></a> <div class="cst-caption"> <a href="https://www.cst.cam.ac.uk/teaching" class="caption">Current students</a> </div> </div> </div> </div> </div> </div> <div id="block-views-news-block" class="block block-views"> <div> <div class="view view-news view-id-news view-display-id-block campl-content-container view-dom-id-ce27f69ab94e8a67a650ea692e332ab8"> <div class="view-header"> <div class="tex2jax"><div class="campl-heading-container"> <h2><a href="/news">Latest news</a></h2> </div> </div> </div> <div class="view-content"> <div class="campl-row clearfix"> <div class="views-row views-row-1 views-row-odd views-row-first campl-column3 campl-hide-teaser-divider campl-teasers-borders campl-column-first"> <div class="campl-vertical-padding node node-shorthand-story node-promoted" about="/cambridge-festival-speaker-spotlight-dr-sam-nallaperuma-herzberg" typeof="sioc:Item foaf:Document"> <div class="campl-vertical-teaser campl-teaser campl-teaser-border campl-content-container campl-side-padding"> <a href="/cambridge-festival-speaker-spotlight-dr-sam-nallaperuma-herzberg"> <div class="campl-primary-cta teaser-cta-button">Read more<span class="element-invisible"> at: Cambridge Festival Speaker Spotlight: Dr Sam Nallaperuma-Herzberg</span></div> <div class="campl-content-container campl-vertical-teaser-img"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><img typeof="foaf:Image" class="campl-scale-with-grid" src="https://www.cst.cam.ac.uk/sites/default/files/styles/inline/public/dr-sam-nallaperuma-sq.jpg?itok=mBgKmBHt" alt="Dr Sam Nallaperuma researchers how AI and neuroscience can create sleep and relaxation treatments. " title="How does relaxation music affect our brains, and can it be tailored for therapy? Dr Sam Nallaperuma-Herzberg, a researcher here, is exploring how AI and neuroscience can create sleep and relaxation treatments." /></div></div></div> </div> </a> <div class="campl-content-container campl-vertical-teaser-txt"> <h3 class='campl-teaser-title'>Cambridge Festival Speaker Spotlight: Dr Sam Nallaperuma-Herzberg</h3> <span property="dc:title" content="Cambridge Festival Speaker Spotlight: Dr Sam Nallaperuma-Herzberg" class="rdf-meta element-hidden"></span><span property="sioc:num_replies" content="0" datatype="xsd:integer" class="rdf-meta element-hidden"></span> <p class="campl-datestamp"><span property="dc:date dc:created" content="2025-03-17T12:12:33+00:00" datatype="xsd:dateTime">17 March 2025</span></p> <div class="field field-name-shorthand-story-extra-html field-type-text field-label-hidden"><div class="field-items"><div class="field-item even"><div class="tex2jax"><p>At our Cambridge Festival Open Day here on Saturday 22 March, researcher Dr Sam Nallaperuma will be demonstrating how AI and neuroscience can create sleep and relaxation treatments for insomnia sufferers. </p></div></div></div></div> </div> </div> </div> <div class="campl-content-container campl-side-padding"> <hr class="campl-teaser-divider"> </div> </div> <div class="views-row views-row-2 views-row-even campl-column3 campl-hide-teaser-divider campl-teasers-borders"> <div class="campl-vertical-padding node node-news-article" about="/news/tour-supercomputer-and-meet-swarm-robots-our-cambridge-festival-open-day" typeof="sioc:Item foaf:Document"> <div class="campl-vertical-teaser campl-teaser campl-teaser-border campl-content-container campl-side-padding"> <a href="/news/tour-supercomputer-and-meet-swarm-robots-our-cambridge-festival-open-day"> <div class="campl-primary-cta teaser-cta-button">Read more<span class="element-invisible"> at: Tour a supercomputer and meet a swarm of robots at our Cambridge Festival Open Day</span></div> <div class="campl-content-container campl-vertical-teaser-img"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><img typeof="foaf:Image" class="campl-scale-with-grid" src="https://www.cst.cam.ac.uk/sites/default/files/styles/inline/public/camfest2024-pepper_and_friends-sq-web.jpg?itok=0qzYEPAL" alt="" /></div></div></div> </div> </a> <div class="campl-content-container campl-vertical-teaser-txt"> <h3 class='campl-teaser-title'>Tour a supercomputer and meet a swarm of robots at our Cambridge Festival Open Day</h3> <span property="dc:title" content="Tour a supercomputer and meet a swarm of robots at our Cambridge Festival Open Day" class="rdf-meta element-hidden"></span><span property="sioc:num_replies" content="0" datatype="xsd:integer" class="rdf-meta element-hidden"></span> <p class="campl-datestamp"><span property="dc:date dc:created" content="2025-03-06T11:52:10+00:00" datatype="xsd:dateTime">6 March 2025</span></p> <div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even" property="content:encoded"><p>On Saturday 22 March, visitors can see how a swarm of robots learns to work together, meet researchers using AI to improve health care, hear about "the joy, beauty, and creativity of computer science" – and much more.</p></div></div></div> </div> </div> </div> <div class="campl-content-container campl-side-padding"> <hr class="campl-teaser-divider"> </div> </div> <div class="views-row views-row-3 views-row-odd campl-column3 campl-hide-teaser-divider campl-teasers-borders"> <div class="campl-vertical-padding node node-news-article" about="/news/hosting-2025-oxbridge-women-computer-science-conference" typeof="sioc:Item foaf:Document"> <div class="campl-vertical-teaser campl-teaser campl-teaser-border campl-content-container campl-side-padding"> <a href="/news/hosting-2025-oxbridge-women-computer-science-conference"> <div class="campl-primary-cta teaser-cta-button">Read more<span class="element-invisible"> at: Hosting the 2025 Oxbridge Women in Computer Science Conference</span></div> <div class="campl-content-container campl-vertical-teaser-img"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><img typeof="foaf:Image" class="campl-scale-with-grid" src="https://www.cst.cam.ac.uk/sites/default/files/styles/inline/public/womencl-group-autumn-2023-sq.jpg?itok=iFMhxp6z" alt="" /></div></div></div> </div> </a> <div class="campl-content-container campl-vertical-teaser-txt"> <h3 class='campl-teaser-title'>Hosting the 2025 Oxbridge Women in Computer Science Conference</h3> <span property="dc:title" content="Hosting the 2025 Oxbridge Women in Computer Science Conference" class="rdf-meta element-hidden"></span><span property="sioc:num_replies" content="0" datatype="xsd:integer" class="rdf-meta element-hidden"></span> <p class="campl-datestamp"><span property="dc:date dc:created" content="2025-03-06T11:45:08+00:00" datatype="xsd:dateTime">6 March 2025</span></p> <div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even" property="content:encoded"><p>We're getting ready to host the 2025 Oxbridge Women in Computer Science Conference here in Cambridge this May. It's being co-organised by Women@CL, our own Departmental network to support women and non-binary people in computing research.</p></div></div></div> </div> </div> </div> <div class="campl-content-container campl-side-padding"> <hr class="campl-teaser-divider"> </div> </div> <div class="views-row views-row-4 views-row-even views-row-last campl-column3 campl-hide-teaser-divider campl-teasers-borders campl-column-last campl-column-end"> <div class="campl-vertical-padding node node-shorthand-story node-promoted" about="/using-ai-see-wood-trees" typeof="sioc:Item foaf:Document"> <div class="campl-vertical-teaser campl-teaser campl-teaser-border campl-content-container campl-side-padding"> <a href="/using-ai-see-wood-trees"> <div class="campl-primary-cta teaser-cta-button">Read more<span class="element-invisible"> at: Using AI to see the wood for the trees </span></div> <div class="campl-content-container campl-vertical-teaser-img"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><img typeof="foaf:Image" class="campl-scale-with-grid" src="https://www.cst.cam.ac.uk/sites/default/files/styles/inline/public/rainforests-pic-by-conscious-design-enk1q14dt6s-unsplash-sq.jpg?itok=3_UB0DHy" alt="" /></div></div></div> </div> </a> <div class="campl-content-container campl-vertical-teaser-txt"> <h3 class='campl-teaser-title'>Using AI to see the wood for the trees </h3> <span property="dc:title" content="Using AI to see the wood for the trees " class="rdf-meta element-hidden"></span><span property="sioc:num_replies" content="0" datatype="xsd:integer" class="rdf-meta element-hidden"></span> <p class="campl-datestamp"><span property="dc:date dc:created" content="2025-02-17T14:00:16+00:00" datatype="xsd:dateTime">17 February 2025</span></p> <div class="field field-name-shorthand-story-extra-html field-type-text field-label-hidden"><div class="field-items"><div class="field-item even"><div 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