Fall Classes Begin. Change of Registration (Drop/Add) Late registration for returning students begins

The Wednesdays @ NICO Fall Seminar Series returns on September 24th and will run through November 12th, 2025. Please visit our web site in early September for detailed speaker information, talk titles and abstracts.

This fall, we are honored to host the following distinguished speakers:

9/24 - Emma Alexander, Dept of Computer Science, Northwestern University
10/1 - Sebastien Martin, Kellogg School of Management, Northwestern University
10/8 - Tomer Ullman, Dept of Psychology, Harvard University
10/15 - Patrick Park, School of Computer Science, Carnegie Mellon University
10/22 - Max Kreminski, Midjourney
10/29 - Elizabeth Gerber, Mechanical Engineering and Communication Studies, Northwestern University
11/5 - Julio Ottino, Chemical and Biological Engineering, Northwestern University
11/12 - Blaise Aguera y Arcas, Google Research

Location:

In person: Chambers Hall, 600 Foster Street, Lower Level
Remote option: TBA via Zoom

About the Speaker Series:

Wednesdays@NICO is a vibrant weekly seminar series focusing broadly on the topics of complex systems, data science and network science. It brings together attendees ranging from graduate students to senior faculty who span all of the schools across Northwestern, from applied math to sociology to biology and every discipline in-between. Please visit: https://bit.ly/WedatNICO for information on future speakers.

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Northwestern's 2025 Fall Tech Career Fair

Co-hosted by Department of Computer Science, Department of Electrical and Computer Engineering and Engineering Career Development Office

Date: Friday, September 26, 2025

12:00pm – 4:00pm

Norris University Center - 1999 Campus Drive, Evanston, IL 60208

Join us for the Northwestern 2025 Fall Tech Career Fair, a collaborative in person career fair, connecting you with employers looking for talented students in computer science, data science, computer engineering, electrical engineering, machine learning, and similar programs. This is a great opportunity for you to learn, network and possibly be recruited with various industries. This fair is open to undergraduate, Masters and PhD students for internship, co-ops, and full-time positions.

Registrations for this event will be handled through Handshake, please click here to get started!

Pre-registration is preferred but students will be given access on the day of the event.

Wildcards will be required for all attendees.

Professional Business Attire recommended (No Jeans, Joggers, Sweats/Sweatshirts, or T-Shirts, please)

Check back regularly to see which companies are coming! List is subject to change.

·Conduct company research to better familiarize yourself with companies.

·Search McCormickConnect and Handshakefor available positions and apply for the position(s) ahead of time so companies know you’re interested.

·Be prepared and be ready with your “elevator pitch”.

·Bring copies of your resume and business cards! Resume should be uploaded into McCormickConnect

Engineering Career Development (ECD is here to assist as you prepare for the fair. You can schedule an appointment in McCormickConnect to meet with your dedicated career advisor.

Additional questions, please contact:

Engineering Career Development (ECD) Office

Ford Motor Engineering and Design Center, First Floor, 1.200

847.491.3366

ecd@northwestern.edu

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All alt text for images should be based on the context of the image and what is being portrayed to the user. Writing appropriate alt text can be difficult, especially for complex images such as charts and graphs. This session will discuss the best practices for writing alt text, explore AI tools that can help, and discuss how to evaluate the output of AI tools before adding alt text to your images.

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The Reverse Side of Online Shopping: Examining Sociodemographic and Built-Environment Determinants of Delivery Returns

The rapid growth of e-commerce has created new transportation challenges through increased product returns, yet the behavioral determinants of delivery return patterns remain understudied from a consumer-centric perspective. This research develops a comprehensive econometric framework to analyze online shopping frequency, delivery return rates, and return channel preferences using data from the 2022 National Household Travel Survey (NHTS). We employ a multivariate modeling approach integrating probit ordered-response and probit fractional response models to examine three interconnected outcomes: (1) frequency of online goods purchases, (2) proportion of online purchases returned, and (3) distribution of returns across four channels (home pickup, post office, Amazon drop-off, and physical store). The results reveal significant sociodemographic heterogeneity in online purchasing and return behavior. Built environment factors also significantly influence return behaviors. The findings have important implications for transportation planning and urban logistics, highlighting the need for policies that ensure equitable return access and the importance of integrating e-commerce return trips into travel demand models.

Keywords: E-commerce returns, online shopping behavior, transportation planning, reverse logistics, consumer behavior.

Bio

Dr. Chandra R. Bhat is the Joe J. King Chair in Engineering at The University of Texas at Austin, where he teaches courses in transportation systems analysis and transportation planning. He is also the Director of the USDOT-funded National Center for Understanding Future Travel Behavior and Demand. He also served as the Director of the Data-Supported Transportation Operations and Planning (D-STOP) Tier 1 USDOT University Transportation Center, the Associate Chairman of the Department of Civil, Architectural and Environmental Engineering, and the Director of the Center for Transportation Research.

Dr. Bhat is recognized nationally and internationally as a leading expert in the area of travel demand modeling and travel behavior analysis. His substantive research interests include land-use and travel demand modeling, activity-based travel modeling, policy evaluation of the effect of transportation control and congestion pricing measures on traffic congestion and mobile-source emissions, marketing research of competitive positioning strategies for transportation services, use of non-motorized modes of travel, and physical health and transportation. His methodological research interests and expertise are in the areas of econometric and mathematical modeling of consumer behavior, including discrete choice analysis, discrete-continuous econometric systems, and hazard duration models. His methodological works are widely referenced in the economics, marketing, geography, statistics, and transportation fields, and have been included in econometric textbooks and software packages. Many of these works, published as refereed journal papers, have been listed in journals as highly cited papers, and two of his papers were included in a book compilation of the 46 most influential and innovative scholarly papers in the choice modeling field in the past 60 years (the book title is Choice Modelling: Foundational Contributions, 2011, Edward Elgar Publishing Ltd). He also has authored several book chapters focusing on improved methods for choice modeling in general and land use-travel demand modeling in particular. The number of times his work has been cited, as per the Thomson Reuters Web of Science database, is over the 19,800 mark with an h-index of 72. This citation index places him among the top of transportation professors in citations. The number of his citations in the Google Scholar database is over 44,690, with an h-index of 109. Dr. Bhat's research has been funded by the National Science Foundation, the Environmental Protection Agency, the National Institute of Statistical Sciences, State Departments of Transportation, including TxDOT, the Bureau of Transportation Statistics, and the U.S. Department of Transportation.

Dr. Bhat received the 2004 Walter L. Huber Award and the 2005 James Laurie Prize from the American Society of Civil Engineers (ASCE) in recognition of his contributions to "innovative methods in transportation systems analysis and modeling." He also received the 2006 Lockheed Martin Aeronautics Company Award for Excellence in Engineering Teaching, awarded by the College of Engineering at UT Austin, and the 2006-2007 Outstanding Graduate Teaching Award, awarded by the UT Graduate School. Dr. Bhat won the 2007 Pyke Johnson Award from the Transportation Research Board (TRB) for the best paper in the area of planning and environment, for a paper he co-authored with two former PhD students. He was selected as the 2008 recipient of the Wilbur S. Smith Distinguished Transportation Educator Award by the Institute of Transportation Engineers (ITE). He also is a 2008 Jefferson Science Fellow Selectee and was conferred the 2008 Outstanding Faculty Advisor Award by the Texas Institute of Transportation Engineers. He was awarded the 2009 S.S. Steinberg Award by the American Road & Transportation Builders Association (ARTBA), the 2010 Most Outstanding Faculty Award for Civil Engineering by the Student Engineering Council in the Cockrell School of Engineering, and selected as one of seven new 2010 members of the Academy of Distinguished Teachers at UT Austin. In 2013, he receive the 2013-14 Billy and Claude R. Hocott Distinguished Centennial Engineering Research Award by the Cockrell School of Engineering, a Humboldt Research Award from the Alexander von Humboldt Foundation, the 2013 Pyke Johnson Awardfrom the Transportation Research Board (TRB) for the best paper in the area of planning and environment, and was featured as a transportation leader in the PROFILES section of the November-December 2013 issue of Transportation News, the bimonthly magazine of the Transportation Research Board of the National Academies. In 2014, he was named as a distinguished scientist and visiting professor as part of the Highly Cited (HiCi) Researcher Program of King Abdulaziz University in Saudi Arabia. At the University level, Dr. Bhat was named as a 2013-2014 Longhorn Game Changer and featured in promotional videos at UT athletic venues and in the social media. In 2015, he was selected to receive the 2015 Hind Rattan Award from the Government of India, and the 2015 Frank M. Masters Transportation Engineering Award from ASCE "for his pioneering contributions to transportation systems analysis, his international leadership in bridging the gap between the research and practice of transportation planning, and his dedicated efforts to produce a new generation of high quality transportation professionals." In 2016, he was named as a Distinguished Alumnus of the Indian Institute of Technology, Madras in recognition of his seminal contributions to the field of transportation and urban policy, and was listed on the Eno Center for Transportation's Top 10 Transportation Thought Leaders in Academia. The list, put together by Eno and the Council of University Transportation Centers (CUTC), features academics who "work in multi-modal disciplines that vary greatly from computer science, information systems, and engineering to public policy, planning, business and design. In addition to grooming the next transportation workforce, this esteemed group leverages their resources and expertise to help solve real world transportation challenges through ongoing research and thought-leadership." In 2017, he was awarded the Lifetime Achievement in Transportation Research and Education Award (Academic) from the Council of University Transportation Centers (CUTC). This award is to "identify individuals who have had a long history of significant and outstanding contribution to university transportation education and research resulting in a lasting contribution to transportation." His paper with students entitled "Transportation Planning to Accommodate Needs of Wind Energy Projects" received the 2017 Transportation Research Board (TRB) Travel Analysis Methods Section Ryuichi Kitamura Paper Award. This award is for the best paper, authored by a student(s)-mentor combination, submitted to the Travel Analysis Methods Section (ADB00) of TRB, which gets over 500 papers each year. He also received the 2022 Theodore M. Matson Memorial Award from the Institute of Transportation Engineers (ITE) for "...a long and distinguished academic career focused on resolving the critical issues facing the transportation industry." Chandra in 2022 is ranked as one of the top three scientists globally in the subject area of transport and logistics. Along with colleagues and students, he is the recipient of the 2022 Pyke Johnson Award from the Transportation Research Board for the best paper in the area of planning and environment (the paper is entitled "The Influence of Mode Use on Level of Satisfaction with Daily Travel Routine: A Focus on Automobile Driving in the United States"). Recently, he received the 2024 W.N. Carey, Jr. Distinguished Service Award from the Transportation Research Board (TRB) and the 2024 Joe King Professional Service Award from the University of Texas�s Cockrell Engineering School.

Dr. Bhat has also made significant educational and scientific impacts on the transportation planning field by nurturing and producing a new generation of very high quality researchers. The results of his pedagogical efforts are evident in the quality of his graduate students. In each of the years 2000, 2001, 2013, 2018, and 2025, one of his MS students was awarded the prestigious Milton Pikarsky Memorial Award for the best North America thesis in the transportation science and technology area, and in 2013, one of his PhD students won the Milton Pikarsky Memorial Award for the best North American dissertation in the transportation science and technology area. In 2004, and again in 2008, one of his PhD students received the Charley V. Wootan Memorial Award for the best North American dissertation in the transportation policy and planning area, and in 2009, 2011, 2013, and again in 2024, one of his MS students won the Charley V. Wootan Memorial Award for the best North American thesis in the transportation policy and planning area. In 2009 and 2012, a PhD student received an honorable mention in the international Eric Pas Prize Competition for one of the top two dissertations in the travel behavior field. His students have been selected for the Eno Leadership Program, the International Road Federation (IRF) Leadership Program, the Eisenhower Graduate Fellowship, the Wanda Schafer Scholarship of the Women's Transportation Society, and the Herman Award, among other awards. Overall, since 2000, his students have received over 45 external (non-UT) awards for their scholarly research and leadership contributions.

Dr. Bhat has been invited and/or elected to serve on several international and national transportation committees, including the International Association for Travel Behavior Research and eleven Transportation Research Board (TRB) committees/task forces. He served as the President of the International Association for Travel Behavior Research, and was a member of the Board of Directors of this association. He is a current member of the TRB Committee on Statistical Methods (AED60), and served as the Co-Chair of the TRB Transportation Planning and Analysis Section (AEP00), Chair of the TRB Travel Analysis Methods Section (ADB00), Co-Chair of the TRB Committee on Transportation Education and Training (ABG20), and Chair of the Committee on Transportation Demand Forecasting (ADB40). He is also the Editor-in-Chief of Transportation Research-Part B, an Associate Editor of Analytic Methods in Accident Research, Transportation Research Record: Journal of the Transportation Research Board (TRR), and Transportation Research Interdisciplinary Perspectives (TRIP), a consulting editor of Travel Behaviour and Society, and serves on the editorial boards of the Journal of Choice Modelling, Transportation Letters: The International Journal of Transportation Research, EURO Journal on Transport and Logistics, and Transportation in Developing Economies, A Journal of the Transportation Research Group of India (TRG). Dr. Bhat is on the Board of Directors of the Research and Education Division of the American Road and Transportation Builders Association (ARTBA) and was a member of the Executive Committee of the Council of University Transportation Centers (CUTC).

Dr. Bhat has been a consultant for activity-based travel modeling for MPOs, has conducted research for the Boston MPO in the past on improvements to travel demand modeling, and is currently working with the North Central Texas Council of Governments (NCTCOG) on an ongoing activity-based travel modeling project. He has worked with Parsons Brinckerhoff and Cambridge Systematics as a consultant for developing and implementing integrated land-use, transportation, and air quality models. He was on a National Academy of Sciences (NAS) Panel to review the travel demand modeling procedures of the Metropolitan Washington Council of Governments (MWCOG) in Washington D.C. He has served as a Peer Review Panelist for several MPOS, including those in the San Francisco, San Diego, Seattle, Los Angeles, New Jersey, Calgary, and St. Louis areas. Locally, he was the technical advisor to a Blue Ribbon Task Force constituted by the Greater Austin Chamber of Commerce to review and assess Capital Metro's light rail proposal for Austin.

Each year, Northwestern University's Center for Interdisciplinary Exploration and Research in Astrophysics (CIERA) invites a renowned speaker to campus for our Annual Public Lecture. This year's speaker is Harvard astronomer and experimental physicist Professor Christopher W. Stubbs.

This year marks the birth of an ambitious new scientific project. Based in Chile, the Vera C. Rubin Observatory will take a decade-long time-lapse movie of the entire Southern sky, using the largest digital camera ever made. First-look images were released this summer, and the project is now transitioning into full operation.

Professor Stubbs' talk will describe how the unprecedented torrent of 20 terabytes per night will propel projects ranging from searches for potentially hazardous asteroids to mapping out the history of cosmic expansion. In particular, the Rubin data will provide new insights into "dark matter," the mysterious substance that comprises 90% of the mass in our own Milky Way galaxy, as well as "dark energy," which is driving the runaway expansion of the Universe. Stubbs will also describe the evolution of the project itself, and the romance of working in the high Atacama desert.

This event is generously supported by The Alumnae of Northwestern University.

If you have any questions about this event, or would like to make an accessibility request (eg. ASL interpretation), please contact ciera-events@northwestern.edu.

For those unable to make it to Evanston, the lecture will be livestreamed on CIERA's website: https://ciera.northwestern.edu/ciera-livestream/

About the Speaker

Professor Christopher W. Stubbs is an experimental physicist at Harvard University working at the interface between particle physics, cosmology and gravitation. His interests include experimental tests of the foundations of gravitational physics, searches for dark matter, characterizing the dark energy, and observational cosmology. He was a member of one of the two teams that first discovered the dark energy by using supernovae to map out the history of cosmic expansion. Stubbs is deeply engaged in helping give birth to the Rubin Observatory, having spent much of the 2024-2025 academic year on sabbatical in Chile. He served in scientific management roles during the construction of the camera, is the architect of the flux calibration system, and is a member of the Rubin Project Science Team, the project's most senior technical management group. He founded the APOLLO collaboration that is using lunar laser ranging and the Earth-Moon-Sun system to probe for novel gravitational effects that may result from physics beyond the standard model.

About CIERA

CIERA promotes research and education in astrophysics through support of independent postdoctoral fellows, advanced graduate and undergraduate research, a vigorous visiting researchers program, and multi-faceted seminars, education, and public outreach programs. Special emphasis is given to interdisciplinary connections with computer science, applied math, statistics, electrical and mechanical engineering, planetary science, education and the arts.

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According to Northwestern’s Digital Accessibility Policy as well as the Americans with Disabilities Act (ADA), all software used at Northwestern needs to be accessible to all users. Unfortunately, pretty much everything has some accessibility issues. This session will help you ensure tools you use are in compliance. We will discuss the steps that need to be taken to identify potential accessibility issues and develop plans to ensure all users have an equitable experience. The session will focus on using AI tools to help quickly decipher accessibility information from software companies and develop equally effective alternative access plans (EEAAP).

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Part of the Music Studies Distinguished Speaker Series

Presented by Alexander Rehding, Fanny Peabody Professor of Music, Harvard University
Music has entered the age of artificial intelligence (AI), and the figure of J. S. Bach is never far away. From Doug Hofstadter’s 1979 smash hit book Gödel Escher Bach to a cute 2019 chorale-harmonizing Google doodle, Bach has played a central role in bringing AI to the masses. Why? And what exactly do we mean by “music AI”? In exploring these connections, this presentation will also shine a spotlight on the discrepancies between what we think music AI does, and what its actual strengths and weaknesses are.

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The Chemical and Biological Engineering Department is pleased to present the 19th Annual Richard S.H. Mah Lectures on Modeling and Computation in Chemical and Biological Engineering with David Sholl from The University of Tennessee Oak Ridge National Laboratory.

How Reliable is the Chemical Engineering and Materials Chemistry Literature?

Reliability and reproducibility are bedrock principles of quantitative research in engineering and the physical sciences. Systematic efforts testing reproducibility of findings from the peer-reviewed literature in fields including biomedicine and psychology have given striking examples with high failure rates. How relevant are these observations to the chemical engineering and materials chemistry literature? This question has always been important for researchers basing their work on earlier reports, but has even more resonance when considering AI methods that are trained on large collections of published data. I will describe systematic efforts to assess reproducibility in studies of porous adsorbents, and argue that the characteristics of this specific topic are relevant to many areas in chemical engineering and materials chemistry. I will also describe approaches available to individual researchers, reviewers, and journals to improve reproducibility.

David Sholl is the Executive Director and Vice Provost of the University of Tennessee Oak Ridge Innovation Institute (UT-ORII), Director of the Transformational Decarbonization Initiative at the Oak Ridge National Laboratory, and the Editor-in-Chief of AIChE Journal. From 2022-2023 he was a Strategic Policy Advisor for DOE’s Office of Clean Energy Demonstrations. From 2013-2021 David was the School Chair of Chemical & Biomolecular Engineering at Georgia Tech. He has published over 400 papers and several books. David was on the Board of Directors of AIChE from 2019-2021 and in 2020 chaired the inaugural Gordon Research Conference on Chemical Separations. In 2024 he was elected to the National Academy of Engineering.

A reception will be held after the general lecture at the second floor Pancoe Cafe from 5:30-6:30pm.

The Chemical and Biological Engineering Department is pleased to present the 19th Annual Richard S.H. Mah Lectures on Modeling and Computation in Chemical and Biological Engineering with David Sholl from The University of Tennessee Oak Ridge National Laboratory.

When Do I Get My Flying Car? Assessing The Potential Of AI To Revolutionize Separations Science

Artificial intelligence and machine learning have been suggested as tools that will revolutionize many areas of science and society. I will discuss the potential and pitfalls for these methods in a key field within chemical engineering, namely separations science. Examples will include scanning collections of thousands of porous materials for adsorption-based separations of complex molecular mixtures, searching for high performance materials for Direct Air Capture of carbon dioxide, and developing mixed matrix membranes for gas separations.

David Sholl is the Executive Director and Vice Provost of the University of Tennessee Oak Ridge Innovation Institute (UT-ORII), Director of the Transformational Decarbonization Initiative at the Oak Ridge National Laboratory, and the Editor-in-Chief of AIChE Journal. From 2022-2023 he was a Strategic Policy Advisor for DOE’s Office of Clean Energy Demonstrations. From 2013-2021 David was the School Chair of Chemical & Biomolecular Engineering at Georgia Tech. He has published over 400 papers and several books. David was on the Board of Directors of AIChE from 2019-2021 and in 2020 chaired the inaugural Gordon Research Conference on Chemical Separations. In 2024 he was elected to the National Academy of Engineering.

Bagels and coffee will be provided at 9:30am, and the seminar will start at 9:40am. Please plan to arrive on time to grab a bagel and mingle!