Events
Past Event
WED@NICO SEMINAR: Niall Mangan, Northwestern "Data-driven model selection for dynamic, biological systems"
Northwestern Institute on Complex Systems (NICO)
12:00 PM
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Lower Level, Chambers Hall
Details
Speaker:
Niall Mangan, Assistant Professor, Department of Engineering Sciences & Applied Mathematics, McCormick School of Engineering, Northwestern University
Title:
Data-driven model selection for dynamic, biological systems
Abstract:
Inferring the structure and dynamical interactions of complex systems is critical to understanding and controlling their behavior. As higher fidelity data becomes available, rapid generation and evaluation of mechanistically meaningful models from data is increasingly possible. I will present a data-driven framework for sparse identification of nonlinear dynamical systems (SINDy). SINDy subselects a set of models from the combinatorial possibilities represented in the feature library. To enable discovery of a broader class of functions, I have developed implicit-SINDy, which combines a compact feature library, implicit formulation, and sparsity promoting non-convex optimization. The method successfully identifies models for metabolic and regulatory.
Speaker Bio:
Dr. Mangan is currently an Assistant Professor position in Engineering Sciences and Applied Mathematics at Northwestern University in 2018. Before coming to NU, she was an Acting Assistant Professor in the Applied Mathematics Department at the University of Washington, Seattle and Reseach Consultant at the Institute for Disease Modeling, Bellevue, WA. Besides developing model selection methods, Dr. Mangan works on spatial models for metabolism and bioengineering, and modeling of photovoltaics, lasers, and other materials systems.
About the Speaker Series:
Wednesdays@NICO is a vibrant weekly seminar series focusing broadly on the topics of complex systems and data 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.
Live Stream:
Time
Wednesday, February 21, 2018 at 12:00 PM - 1:00 PM
Location
Lower Level, Chambers Hall Map
Contact
Calendar
Northwestern Institute on Complex Systems (NICO)
Fall 2026 Classes Begin
University Academic Calendar
All Day
Details
Fall 2026 Classes Begin
Time
Wednesday, September 23, 2026
Contact
Calendar
University Academic Calendar
NICO Reading Group - Fall 2026 First Meeting
Northwestern Institute on Complex Systems (NICO)
6:00 PM
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Chambers Hall
Details
The NICO Reading Group meets for the first this fall on Wednesday, September 23, 2026. Please contact Jaeseon Ha if you are interested in joining our group.
About:
The NICO Reading Group brings together people across disciplines to read and discuss important ideas in modern AI. We focus on topics such as AI agents, tuning, harnesses, evaluation, AI for scientific discovery, and applications of AI across different fields. The goal is to understand important ideas in AI more deeply by learning and thinking across disciplines.
Leadership:
Jaeseon Ha, a Kellogg MBA + AI student, will lead the reading group during the Fall 2026 term. Please contact Jaeseon with any questions or reach out to us at nico@northwestern.edu.
Meeting Times:
Date: Biweekly on Wednesday evening, starting on September 23, 2026
Time: 6-7pm
Location: NICO main office, Chambers Hall,
600 Foster St, Evanston, IL 60208
Time
Wednesday, September 23, 2026 at 6:00 PM - 7:00 PM
Location
Chambers Hall Map
Contact
Calendar
Northwestern Institute on Complex Systems (NICO)
WED@NICO Seminar Series returns on September 30, 2026
Northwestern Institute on Complex Systems (NICO)
12:00 PM
//
Lower Level, Chambers Hall
Details
The Wednesdays@NICO seminar series returns September 30, 2026, running through November 11, 2026, with the following speakers.
9/30/2026 - Luis Amaral, Northwestern University
10/7/2026 - Kristina Lerman, Indiana University
10/14/2026 - Tim Tangherlini, University of California, Berkeley
10/21/2026 - Andreia Sofia Teixeira, Northeastern University London
10/28/2026 - Rafael Prieto-Curiel, Complexity Science Hub, Vienna
11/4/2026 - Hamsa Bastani, University of Pennsylvania
11/11/2026 - Mayank Agrawal, Proof of Human
We will share detailed speaker information, talk titles and abstracts, in the coming weeks.
Location:
In person: Chambers Hall, 600 Foster Street, Lower Level
Remote option TBA
About the Speaker Series:
Wednesdays@NICO is a vibrant weekly seminar series focusing broadly on the topics of complex systems, networks, and artificial intelligence. 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.
Time
Wednesday, September 30, 2026 at 12:00 PM - 1:00 PM
Location
Lower Level, Chambers Hall Map
Contact
Calendar
Northwestern Institute on Complex Systems (NICO)