CHARLES BABBAGE INSTITUTE | College of Science and Engineering

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class="menu-item--_39e7cd5-9f56-49c1-9aca-0af9a942bba0 menu-name--main"> <a href="/andersonlabs" data-drupal-link-system-path="node/54021">Anderson Student Innovation Labs</a> </li> </ul> </li> <li class="menu-item--_bf9d7ae-f8d7-482a-962a-24c6124e8396 menu-name--main"> <a href="">Alumni</a> <ul> <li class="menu-item--_81bfdaa-844f-4d5c-869b-531e61b0da4d menu-name--main"> <a href="/college/alumni" data-drupal-link-system-path="node/49376">Information for alumni</a> </li> <li class="menu-item--b6279291-8a93-4305-b722-204742ec523b menu-name--main"> <a href="">Get involved</a> <ul> <li class="menu-item--b1215205-864c-4dff-a2c2-535a281d8b80 menu-name--main"> <a href="/college/alumni/get-engaged-cse" data-drupal-link-system-path="node/44346">Get engaged with CSE</a> </li> <li class="menu-item--_568adad-ca14-43ab-bde5-a1e201953c47 menu-name--main"> <a href="/college/alumni/upcoming-alumni-events" data-drupal-link-system-path="node/34181">Upcoming events</a> </li> <li class="menu-item--_7d21cc1-ed74-46e7-8dfb-dd5f2700a73c menu-name--main"> <a href="/college/cse-alumni-society-board" title="The Alumni Society Board serves in an advisory role to the dean on matters concerning CSE alumni. ">CSE Alumni Society Board</a> </li> <li class="menu-item--_62e5eae-abfc-44e5-9bd6-21a2482308ce menu-name--main"> <a href="/college/alumni/alumni-volunteer-interest-form" data-drupal-link-system-path="node/34216">Alumni volunteer interest form</a> </li> <li class="menu-item--ddcc48e5-0664-4419-9d8f-3836e5394046 menu-name--main"> <a href="/college/alumni/cse-mentor-program" data-drupal-link-system-path="node/34781">Mentor programs</a> </li> <li class="menu-item--d15e29ff-463e-4686-ad5c-f86affa41c2d menu-name--main"> <a href="/college/alumni/cse-golden-medallion-society-reunion" data-drupal-link-system-path="node/35101">Golden Medallion Society Reunion</a> </li> <li class="menu-item--_6a5505b-b583-4564-811a-9be8403b3b2d menu-name--main"> <a href="/college/alumni/cse-50-year-reunion" data-drupal-link-system-path="node/34571">50-Year Reunion</a> </li> <li class="menu-item--b8ecb7b7-b539-466a-8ce7-f14e19e94ef0 menu-name--main"> <a href="/alliance" title="Diversity & Inclusivity Alliance">Diversity & Inclusivity Alliance</a> </li> </ul> </li> <li class="menu-item--d0d19eea-7268-4bfa-9926-f9f5bcf88e39 menu-name--main"> <a href="">Honors/Awards</a> <ul> <li class="menu-item--_2e1690a-1464-4964-8c69-11a1a9e1f75d menu-name--main"> <a href="/college/alumni/alumni-awards-and-honors" data-drupal-link-system-path="node/34176">Alumni honors and awards</a> </li> <li class="menu-item--_4664aea-7b6c-4420-9699-8424b19f7b8d menu-name--main"> <a href="/college/alumni/outstanding-achievement-award" data-drupal-link-system-path="node/35376">Outstanding Achievement</a> </li> <li class="menu-item--_38de408-3b31-481c-8bed-9c80c92ac2d6 menu-name--main"> <a href="/college/alumni/alumni-service-awards" data-drupal-link-system-path="node/34201">Alumni Service</a> </li> <li class="menu-item--_896201c-11d0-434e-b446-a4b3d5ec7900 menu-name--main"> <a href="/college/alumni/distinguished-leadership-award-internationals" data-drupal-link-system-path="node/34651">Distinguished Leadership</a> </li> <li class="menu-item--e0c7cd46-79cc-469a-922a-ddb43edd185b menu-name--main"> <a href="/college/alumni/honorary-degree" data-drupal-link-system-path="node/34951">Honorary Doctorate Degrees</a> </li> <li class="menu-item--e6b022a8-abc1-4b6b-8eb0-a4890cbd5f9a menu-name--main"> <a href="/college/alumni/nobel-laureates" data-drupal-link-system-path="node/35266">Nobel Laureates</a> </li> </ul> </li> <li class="menu-item--aca83291-ac39-4a05-b1b5-685ca579ee4c menu-name--main"> <a href="">Resources</a> <ul> <li class="menu-item--_e9f4bae-bbad-46e3-96f3-e754ddc4a207 menu-name--main"> <a href="/college/alumni/alumni-resources" data-drupal-link-system-path="node/34191">Alumni resources</a> </li> <li class="menu-item--f84555b7-ad36-4317-b81e-dc92e42295ed menu-name--main"> <a href="/college/alumni/career-resources-alumni" data-drupal-link-system-path="node/34371">Alumni career resources</a> </li> <li class="menu-item--_9b54103-b7bb-4961-93e3-8f44fdcba7c5 menu-name--main"> <a href="/college/alumni/alumni-news" data-drupal-link-system-path="node/34186">Alumni news outlets</a> </li> <li class="menu-item--_2b35637-6906-47e3-a5cf-a52a3e0b7f4a menu-name--main"> <a href="https://identitystores.com/Stores/StoreFront.aspx?StoreId=3367">CSE branded clothing</a> </li> <li class="menu-item--_80c067e-257f-48fc-9145-a93bd604f576 menu-name--main"> <a href="/internationalresources" title="International alumni resources">International alumni resources</a> </li> <li class="menu-item--b9905cf4-795b-4dc2-afd5-41a3452f648d menu-name--main"> <a href="/inventingtomorrow">Inventing Tomorrow magazine</a> </li> <li class="menu-item--_00cdf7f-7383-40ae-9a0d-5319ec05b685 menu-name--main"> <a href="/college/alumni/update-your-contact-info" data-drupal-link-system-path="node/35351">Update your info</a> </li> </ul> </li> <li class="menu-item--_bc17f99-423c-44a7-9bc0-35d5db552746 menu-name--main"> <a href="">Give to CSE</a> <ul> <li class="menu-item--e0380d9e-742a-493a-b6c5-dfa49da5d641 menu-name--main"> <a href="/college/give-cse">CSE giving overview</a> </li> <li class="menu-item--e352331e-a660-464e-90ff-a84cf028c9a6 menu-name--main"> <a href="/college/giving/why-give-cse" data-drupal-link-system-path="node/35286">Why give to CSE?</a> </li> <li class="menu-item--_d689d52-bd7e-4e30-a967-2a178e8fab15 menu-name--main"> <a href="/college/giving/giving-priorities" data-drupal-link-system-path="node/34451">College priorities</a> </li> <li class="menu-item--_239bf36-51bf-48c8-99cb-9cf360317a55 menu-name--main"> <a href="https://makingagift.umn.edu/give/fund.html?ownerCode=O_TCCLG&areaCode=A_CSE1&desc_source=CWXXUMGGIVEW">Give online now</a> </li> <li class="menu-item--_cabaf20-b7ee-4a69-a6ed-7341bed21c76 menu-name--main"> <a href="/college/administrative-offices/external-relations-office" data-drupal-link-system-path="node/34291">External relations</a> </li> <li class="menu-item--_8488377-3f5f-4c5a-b2f9-fe9d585932c4 menu-name--main"> <a href="/college/administrative-offices/external-relations-office" data-drupal-link-system-path="node/34291">Contact us </a> </li> </ul> </li> </ul> </li> <li class="menu-item--f7af3d98-41bc-4ae3-8169-19a5c2c3628c menu-name--main"> <a href="">Donors</a> <ul> <li class="menu-item--_cca5d13-4f4c-4483-b162-9aee17a0e1bd menu-name--main"> <a href="">Give to CSE</a> <ul> <li class="menu-item--_52be42e-520b-4fb4-8cab-2a440256e0e5 menu-name--main"> <a href="/college/give-cse">CSE giving overview</a> </li> <li class="menu-item--d44de1f1-caac-4f56-869e-715606b79649 menu-name--main"> <a href="/college/giving/why-give-cse" data-drupal-link-system-path="node/35286">Why give to CSE?</a> </li> <li class="menu-item--_e416e21-0885-4327-a22b-aa26fd54ef0d menu-name--main"> <a href="/college/giving/giving-priorities" data-drupal-link-system-path="node/34451">Giving priorities</a> </li> <li class="menu-item--_98d0f93-7218-4999-8e77-9edf4cc28c48 menu-name--main"> <a href="https://cse.umn.edu/college/giving/deansclub" title="CSE Dean's Club">CSE Dean's Club</a> </li> <li class="menu-item--_aafaeb8-2522-4dbd-b880-135a708d7ad9 menu-name--main"> <a href="/college/giving/donor-stories" data-drupal-link-system-path="node/34671">Donor stories</a> </li> <li class="menu-item--c5f7bbca-42f0-4cf9-a3d0-323b2eb3b965 menu-name--main"> <a href="/college/giving/impact-giving" data-drupal-link-system-path="node/35066">Impact of giving</a> </li> </ul> </li> <li class="menu-item--_edbfdc2-5298-4171-89f7-f88cc3c6fe1e menu-name--main"> <a href="">Ways to give</a> <ul> <li class="menu-item--_0711fda-0939-499a-b6af-374f03f27dad menu-name--main"> <a href="/college/giving/ways-give" data-drupal-link-system-path="node/35321">Ways to give to CSE</a> </li> <li class="menu-item--_eee926b-1314-4ace-b82a-96f2b7a804f9 menu-name--main"> <a href="https://give.umn.edu/waystogive/matching-gifts">Matching gifts</a> </li> <li class="menu-item--_ed38fe7-2be6-47e0-a7e2-d289779a94c5 menu-name--main"> <a href="https://makingagift.umn.edu/give/fund.html?ownerCode=O_TCCLG&areaCode=A_CSE1&desc_source=CWXXUMGGIVEW">Give online now</a> </li> </ul> </li> <li class="menu-item--_e934312-3981-4f6c-8552-e7301f812698 menu-name--main"> <a href="">Contact Us</a> <ul> <li class="menu-item--_c939f10-dd54-47d1-8ab8-e5ef77689874 menu-name--main"> <a href="/college/administrative-offices/external-relations-office" data-drupal-link-system-path="node/34291">External relations</a> </li> <li class="menu-item--_fa8dee9-1a67-4939-acd4-15a98800d47a menu-name--main"> <a href="/college/faculty-and-staff/cse-directories" data-drupal-link-system-path="node/34646">CSE directories</a> </li> </ul> </li> </ul> </li> <li class="menu-item--_be6d1b1-d3bc-4038-8241-0eaca2edaca2 menu-name--main"> <a href="">Corporate partners</a> <ul> <li class="menu-item--_1b8221b-876a-4ad9-afe7-7c89ce9e7814 menu-name--main"> <a href="https://cse.umn.edu/college/cse-corporate-and-foundation-relations">Invest in your company and the future</a> </li> <li class="menu-item--bcfc4a8d-f735-4b4d-be88-5abd4f9ff906 menu-name--main"> <a href="/college/recruit-our-students">Recruit our students</a> </li> <li class="menu-item--f0f8bfd6-47a8-45d8-bc21-2688b440412b menu-name--main"> <a href="/college/corporate/become-research-partner" data-drupal-link-system-path="node/34266">Connect with researchers</a> </li> <li class="menu-item--_833f39c-ddea-458d-bcff-85f1802c642f menu-name--main"> <a href="">Partner with us</a> <ul> <li class="menu-item--_684a794-d1fa-459d-baef-4c141132637d menu-name--main"> <a href="https://cse.umn.edu/college/corporate-sponsorship-precollege-career-readiness">K-12 initiatives</a> </li> <li class="menu-item--db5ad640-4028-4ae4-ac14-69c1fae6784d menu-name--main"> <a href="https://cse.umn.edu/college/corporate-sponsorship-dei-programming">Diversity initiatives</a> </li> </ul> </li> <li class="menu-item--_e2e0a1d-0db0-40c5-9955-7bf1363c3821 menu-name--main"> <a href="/college/research/research-updates" data-drupal-link-system-path="node/35586">Research news</a> </li> <li class="menu-item--_80a8d00-75a9-48a6-932d-a03705a63d93 menu-name--main"> <a href="">Support us</a> <ul> <li class="menu-item--e1b91e36-dadd-4731-ad57-826f3fffae43 menu-name--main"> <a href="/college/give-cse">Give to CSE</a> </li> <li class="menu-item--da1fa8b0-03c1-4ad9-b704-771765bdb926 menu-name--main"> <a href="/college/giving/why-give-cse" data-drupal-link-system-path="node/35286">Why give to CSE?</a> </li> <li class="menu-item--_b16382f-9e2e-4a3d-9007-f15183f0ee7f menu-name--main"> <a href="/college/giving/giving-priorities" data-drupal-link-system-path="node/34451">CSE priorities</a> </li> </ul> </li> <li class="menu-item--d1fd15da-3509-4056-afff-195601cb98be menu-name--main"> <a href="">Contact us</a> <ul> <li class="menu-item--ca3bfc29-9f43-4a0f-8073-b3d76e5d8ac7 menu-name--main"> <a href="/college/corporate/cse-corporate-relations" data-drupal-link-system-path="node/34526">Corporate relations</a> </li> <li class="menu-item--_380d5a2-ea39-4d69-a105-46b955047fa8 menu-name--main"> <a href="/college/administrative-offices/external-relations-office" data-drupal-link-system-path="node/34291">External relations</a> </li> <li class="menu-item--_7a2eea5-59ea-4936-8044-8868e01650d6 menu-name--main"> <a href="/college/faculty-and-staff/cse-directories" data-drupal-link-system-path="node/34646">CSE directories</a> </li> </ul> </li> </ul> </li> <li class="menu-item--d26ca6b3-e2d2-4505-98ae-3d98eab11e63 menu-name--main"> <a href="">Faculty and staff</a> <ul> <li class="menu-item--f671e123-6865-4c85-ba97-df52294193cf menu-name--main"> <a href="/college/faculty-and-staff" data-drupal-link-system-path="node/49301">Information for faculty and staff</a> </li> <li class="menu-item--_a116342-fa2a-49b1-a93f-c4e5e1f8d6f5 menu-name--main"> <a href="">Administrative Offices</a> <ul> <li class="menu-item--_732b6ef-b022-44d1-94cc-f71032f0c91c menu-name--main"> <a href="https://cse.umn.edu/college/administrative-offices">Administrative offices overview</a> </li> <li class="menu-item--_6399976-e3ee-4c88-84e7-4dcb98ec12b7 menu-name--main"> <a href="/college/administrative-offices/office-dean" data-drupal-link-system-path="node/35391">Office of the Dean</a> </li> <li class="menu-item--_fa06f7d-792e-46a7-b848-c6fcdeb91c81 menu-name--main"> <a href="/college/administrative-offices/office-associate-dean-academic-affairs" data-drupal-link-system-path="node/35641">Academic affairs</a> </li> <li class="menu-item--_f3d2a6f-ce29-40fc-ad07-9579ad10230d menu-name--main"> <a href="/college/administrative-offices/finance-and-operations-office" data-drupal-link-system-path="node/34276">Finance and Operations</a> </li> <li class="menu-item--d0e3ff6b-f0a3-40ac-a23e-ad553c2969c7 menu-name--main"> <a href="/college/administrative-offices/communications-and-marketing-office" data-drupal-link-system-path="node/34596">Communications</a> </li> <li class="menu-item--e3e8d8a3-0435-45fa-8994-94ba3de7f108 menu-name--main"> <a href="/college/administrative-offices/external-relations-office" data-drupal-link-system-path="node/34291">External relations</a> </li> <li class="menu-item--d92fe37e-f2ae-4f93-9460-4ca1abf59a25 menu-name--main"> <a href="/college/administrative-offices/human-resources-office" data-drupal-link-system-path="node/35011">Human resources</a> </li> <li class="menu-item--_f70248c-a303-4263-a083-893176c13c47 menu-name--main"> <a href="/college/administrative-offices/office-associate-dean-research" data-drupal-link-system-path="node/35656">Research</a> </li> <li class="menu-item--_7e554e1-b5c2-4423-9664-6fa09bbca5ac menu-name--main"> <a href="/college/administrative-offices/office-associate-dean-undergraduate-programs" data-drupal-link-system-path="node/35661">Undergraduate programs and student services</a> </li> </ul> </li> <li class="menu-item--bf293981-cf8b-47aa-bb0b-21c3135640b0 menu-name--main"> <a href="/college/cse-committees" title="CSE Committees">CSE Committees</a> </li> <li class="menu-item--f77408a9-6819-44c3-b30c-f557374330bc menu-name--main"> <a href="">CSE Policies</a> <ul> <li class="menu-item--_1327a5c-057f-4e9f-8bae-42333eaef917 menu-name--main"> <a href="/college/cse-policies" data-drupal-link-system-path="node/34786">CSE policies overview</a> </li> <li class="menu-item--_f87fda7-813f-48f4-8353-f6b393cf9af6 menu-name--main"> <a href="/college/academic-advising/policies-procedures-and-forms" data-drupal-link-system-path="node/35461">Academic policies</a> </li> <li class="menu-item--_205da1a-e392-4cbb-986e-f1fc05154f00 menu-name--main"> <a href="/college/administrative-offices/office-associate-dean-academic-affairs" data-drupal-link-system-path="node/35641">Faculty hiring and tenure policies</a> </li> <li class="menu-item--_8d49049-3028-484e-ad2b-76c6843a1460 menu-name--main"> <a href="/college/administrative-offices/finance-and-operations-office" data-drupal-link-system-path="node/34276">Finance policies and information</a> </li> <li class="menu-item--ecbcabc0-87c4-40ff-980d-7ace45f2fdde menu-name--main"> <a href="/college/policies/cse-graduate-education-policies-and-procedures" data-drupal-link-system-path="node/34656">Graduate education policies</a> </li> <li class="menu-item--_6bbed60-5f4d-428d-b3d2-4a2d6856eb28 menu-name--main"> <a href="/college/administrative-offices/human-resources-office" data-drupal-link-system-path="node/35011">Human resources policies</a> </li> <li class="menu-item--_9449381-b02b-4a5a-a31f-882616b678c8 menu-name--main"> <a href="/college/policies/research-policies" data-drupal-link-system-path="node/35566">Research policies</a> </li> </ul> </li> <li class="menu-item--_b322a00-bde8-4f9c-bdcb-964b0caba5de menu-name--main"> <a href="/alliance" title="Diversity & Inclusivity Alliance">Diversity & Inclusivity Alliance</a> </li> <li class="menu-item--_47a754e-e551-4351-99af-618eed0697d7 menu-name--main"> <a href="">Research</a> <ul> <li class="menu-item--a4bacc26-b643-4e92-b7b9-8dc3cf326c9e menu-name--main"> <a href="/college/research" data-drupal-link-system-path="node/44406">Research overview</a> </li> <li class="menu-item--_343b9d7-ffb9-4808-aa65-509f81435ba3 menu-name--main"> <a href="/college/research/research-centers-and-facilities" data-drupal-link-system-path="node/35556">Research centers and facilities</a> </li> <li class="menu-item--d61cb51c-825f-49df-9d3d-78184392bf68 menu-name--main"> <a href="/college/research/research-proposal-submission-process" data-drupal-link-system-path="node/35571">Research proposal submission process</a> </li> <li class="menu-item--_f5b08ac-2e8a-4790-8801-3e9238b514eb menu-name--main"> <a href="/college/research/research-safety" data-drupal-link-system-path="node/35576">Research safety</a> </li> <li class="menu-item--_3bb77ed-af54-46cc-939c-66d7999ee640 menu-name--main"> <a 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