{"id":14900,"date":"2026-06-18T09:04:53","date_gmt":"2026-06-18T16:04:53","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/2026\/autonomous-heavy-duty-diesel-truck-emissions-calculator\/"},"modified":"2026-06-18T09:04:53","modified_gmt":"2026-06-18T16:04:53","slug":"autonomous-heavy-duty-diesel-truck-emissions-calculator","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2026\/autonomous-heavy-duty-diesel-truck-emissions-calculator\/","title":{"rendered":"Autonomous Heavy-duty Diesel Truck Emissions Calculator"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">University of California, Berkeley<\/span> <span class=\"project-dept-year\">Computer Science\/Mathematics, 2025\u201326<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Dr. Chelsea Preble, Dr. Tom Kirchstetter<br \/>\n<strong>Advisor(s):<\/strong> Tim Randolph<br \/>\n<strong>Students(s):<\/strong> Aditi Bonthu (TL-F), Diane Park (TL-S), Patrick Huaze Liu, Theodore Julien, Thomas Wing<\/p>\n<\/div>\n<div class=\"project-abstract\">Researchers at the University of California, Berkeley seek to evaluate the real-world impacts of diesel emission control technologies that have been standardized on newer heavy-duty diesel trucks in California to help inform future health and climate policies. However, the manual analysis of truck emission data is laborious and time-consuming. Using machine learning, the team developed an application that automates the analysis of truck emissions using synchronized sensor data while emphasizing reliability, usability and controllability.<\/div>\n","protected":false},"excerpt":{"rendered":"<p>University of California, Berkeley Computer Science\/Mathematics, 2025\u201326 Liaison(s): Dr. Chelsea Preble, Dr. Tom Kirchstetter Advisor(s): Tim Randolph Students(s): Aditi Bonthu [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[140,185],"tags":[775],"class_list":["post-14900","post","type-post","status-publish","format-standard","hentry","category-computer-science","category-mathematics","tag-university-of-california-berkeley"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/14900","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/comments?post=14900"}],"version-history":[{"count":1,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/14900\/revisions"}],"predecessor-version":[{"id":14943,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/14900\/revisions\/14943"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=14900"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=14900"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=14900"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}