{ "123190-21850487": { "datetime_modified":"20240927T142258", "datetime_start":"20241010T133000", "datetime_end":"20241010T143000", "has_end_time":1, "date_start":"2024-10-10", "date_end":"2024-10-10", "time_start":"13:30:00", "time_end":"14:30:00", "time_zone":"America\/Detroit", "event_title":"ChE SEMINAR: Selen Cremaschi, Auburn University", "occurrence_title":"", "combined_title":"ChE SEMINAR: Selen Cremaschi, Auburn University: Hybrid Modeling in Energy and Biomedical Applications", "event_subtitle":"Hybrid Modeling in Energy and Biomedical Applications", "event_type":"Workshop \/ Seminar", "event_type_id":"21", "description":"Abstract: How can we best take advantage of the growing knowledge and tools in artificial intelligence (AI) and machine learning (ML) to design and operate processing and biomanufacturing systems optimally and advance the fundamental understanding of the underlying phenomena for these systems? Unlike many of the native application domains of AI\/ML algorithms, these processes generally yield relatively structured data sets that mask information and are not abundant. Also, there is significant accumulated know-how regarding these systems. Therefore, employing AI\/ML techniques for these systems requires selecting the appropriate method and customization to incorporate the existing knowledge. \r\nHybrid modeling combines first-principles models and data-driven models, which can be based on AI\/ML algorithms. Within the hybrid model, the first principles model implements known process knowledge, and the data-driven model compensates for the disagreement caused by an incomplete understanding of the process mechanism and enhances the accuracy of the model. This talk will highlight the strengths and challenges of building hybrid models for engineering applications using three seemingly disparate examples: (1) plant optimization for minimizing energy consumption, (2) accurate predictions of liquid entrainment fraction and its uncertainty, and (3) modeling differentiation of human-induced pluripotent stem cells to cardiac muscle cells. \r\n\r\nSpeaker Bio: Dr. Cremaschi is the Chair, B. Redd & Susan W. Redd Endowed Eminent Scholar Chair Professor, and Head of the Cremaschi group in the Department of Chemical Engineering, Auburn University. Her research focuses on risk management, optimization, process synthesis, machine learning, and planning under uncertainty. Her research group develops systems analysis and decision support tools for complex systems, mainly focusing on the biomanufacturing, pharmaceutical, and energy industries. She is a recipient of the NSF CAREER award (2011), the Zelimir Schmidt Award for Outstanding Researcher (2013), and the Senior Research Award for Excellence (2021), among others. She is a member of the 2018 Class of Influential Researchers selected by the Industrial and Engineering Chemistry Research journal. Her research work has been consistently supported by industrial collaborations in addition to federal agencies. She also serves on the Dow Chemical Company Digital Technology Advisory Board. She earned a Ph.D. from Purdue University and an M.S. and B.S. from Bogazici University (Turkey), all in chemical engineering.", "occurrence_notes":null, "guid":"123190-21850487@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/123190", "building_id":"3218", "building_name":"North Campus Research Complex Building 32", "campus_maps_id":"662", "room":"Auditorium", "location_name":"North Campus Research Complex Building 32", "has_livestream":0, "cost":"", "tags":["chemical engineering","Free","Graduate","Michigan Engineering","Undergraduate"], "website":"", "sponsors":[ { "group_name":"Chemical Engineering", "group_id":"3218", "website":"http:\/\/che.engin.umich.edu\/" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2024\/07\/event_123190_original-1.jpeg", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_thumb\/media\/attachments\/2024\/07\/event_123190_original-1.jpeg", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2024\/07\/event_123190_original-1.jpeg", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/event_large_2x\/media\/attachments\/2024\/07\/event_123190_original-1.jpeg", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2024\/07\/event_123190_original-1.jpeg", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/group_thumb\/media\/attachments\/2024\/07\/event_123190_original-1.jpeg", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/group_thumb_square\/media\/attachments\/2024\/07\/event_123190_original-1.jpeg", "group_large":"https:\/\/events.umich.edu\/media\/cache\/group_large\/media\/attachments\/2024\/07\/event_123190_original-1.jpeg", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/group_large_lightbox\/media\/attachments\/2024\/07\/event_123190_original-1.jpeg", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/event_large_crop\/media\/attachments\/2024\/07\/event_123190_original-1.jpeg", "event_list":"https:\/\/events.umich.edu\/media\/cache\/event_list\/media\/attachments\/2024\/07\/event_123190_original-1.jpeg", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2024\/07\/event_123190_original-1.jpeg", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2024\/07\/event_123190_original-1.jpeg", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/event_grid_2x\/media\/attachments\/2024\/07\/event_123190_original-1.jpeg", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/event_feature_large\/media\/attachments\/2024\/07\/event_123190_original-1.jpeg", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_feature_thumb\/media\/attachments\/2024\/07\/event_123190_original-1.jpeg" }, "occurrence_count":1, "first_occurrence":21850487 } , "123002-21849942": { "datetime_modified":"20240821T063131", "datetime_start":"20241010T140000", "datetime_end":"", "has_end_time":0, "date_start":"2024-10-10", "date_end":"", "time_start":"14:00:00", "time_end":"", "time_zone":"America\/Detroit", "event_title":" Miami-Dade County Public Schools Connect Cafe, October 10th", "occurrence_title":"", "combined_title":" Miami-Dade County Public Schools Connect Cafe, October 10th", "event_subtitle":"", "event_type":"Careers \/ Jobs", "event_type_id":"2", "description":"Take your coffee break with our recruitment team via live chat to learn about teaching positions at Miami-Dade County Public Schools!Join us every 2nd & 4th Thursday of the month from 2-4pm! Be sure to register here: https:\/\/app.brazenconnect.com\/a\/miami_dade_county_public_schools\/s\/Xdbb3\/p7JK6", "occurrence_notes":null, "guid":"123002-21849942@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/123002", "building_id":"", "building_name":"", "campus_maps_id":"", "room":"", "location_name":"", "has_livestream":0, "cost":"", "tags":[], "website":"", "sponsors":[ { "group_name":"University Career Center UCC", "group_id":"1140", "website":"http:\/\/careercenter.umich.edu" } ], "image_url":"", "styled_images":{ "event_thumb":"", "event_large":"", "event_large_2x":"", "event_large_lightbox":"", "group_thumb":"", "group_thumb_square":"", "group_large":"", "group_large_lightbox":"", "event_large_crop":"", "event_list":"", "event_list_2x":"", "event_grid":"", "event_grid_2x":"", "event_feature_large":"", "event_feature_thumb":"" }, "occurrence_count":1, "first_occurrence":21849942 } , "127070-21858357": { "datetime_modified":"20241025T123226", "datetime_start":"20241010T140000", "datetime_end":"20241010T150000", "has_end_time":1, "date_start":"2024-10-10", "date_end":"2024-10-10", "time_start":"14:00:00", "time_end":"15:00:00", "time_zone":"America\/Detroit", "event_title":"2024 APHIS Career Experience (ACE) Program for Interns - 10\/10", "occurrence_title":"", "combined_title":"2024 APHIS Career Experience (ACE) Program for Interns - 10\/10", "event_subtitle":"", "event_type":"Careers \/ Jobs", "event_type_id":"2", "description":"Find Your Future With Us! Jumpstart your career andjoin us as Animal Plant Health Inspection Service (APHIS) hosts our annual USDA APHIS Career Experience (ACE) program information session and explore over 30 internship opportunities!Find Your Future With Us! Jumpstart your career and join us as Animal Plant Health Inspection Service (APHIS) hosts our annual USDA APHIS Career Experience (ACE) program information session and explore over 30 internship opportunities!What is ACE?The APHIS Career Experience (ACE) programis a unique student internship opportunity that combines on-the-job technical training with leadership and professional development. \u200bCollaborative cohort experience, connecting peers across academic and career tracks.\u200bIncludes formal development program to enhance leadership skills and professional knowledge. \u200bOrganized group activities and learning events, as well as ongoing support and mentorship.\u200bDesigned to prepare interns for permanent positions within the agency after graduation.Why should I join the informational sessions?Does APHIS impact your lifeor family? More than likely it does! Learn more in the two sessions offeredIs ACE right for you? Learn more about the ACEProgram for InternsGather tips on applying to federal internshipsDiscover the 30+ open internship opportunities (includes remote jobs) in a variety of fieldsHear from past ACE interns and how they are advancing at USDA APHISNetwork, ask questions, interact with HR and future colleaguesValuable hands-on experience during the internshipProfessional development, training and coaching during the internshipWho should attend?Current students in their late Sophomore or early Junior year with anticipated graduation Spring 2026 or later who are seekingfields in Business, Biological Science, Agriculture, IT, Mathematics, Statistics, Human Resources, and more!Must be a US Citizen (native or national) and reside within the United Statesto be eligible.Must be in good academic standing.Where do I register and how do I join? Just register on Handshake Thursday October 10 at 2pm CSTDon't miss out on this informative and engaging event! Register today and Find Your Future With Us! ", "occurrence_notes":null, "guid":"127070-21858357@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/127070", "building_id":"", "building_name":"", "campus_maps_id":"", "room":"", "location_name":"", "has_livestream":0, "cost":"", "tags":[], "website":"", "sponsors":[ { "group_name":"University Career Center UCC", "group_id":"1140", "website":"http:\/\/careercenter.umich.edu" } ], "image_url":"", "styled_images":{ "event_thumb":"", "event_large":"", "event_large_2x":"", "event_large_lightbox":"", "group_thumb":"", "group_thumb_square":"", "group_large":"", "group_large_lightbox":"", "event_large_crop":"", "event_list":"", "event_list_2x":"", "event_grid":"", "event_grid_2x":"", "event_feature_large":"", "event_feature_thumb":"" }, "occurrence_count":1, "first_occurrence":21858357 } }