### Upcoming talks at Conferences and Workshops 2024

**2024 MPS Workshop for New Investigators**, July 7 – 9, 2024, Alexandria, VA. Shiying will participate.**Optimal transport through the Midwest**summer school, July 15-19, 2024. Aaron and Chuxiangbo will participate.**NSF Computational Mathematics PI meeting**, July 15 – 16, 2024, University of Washington. Caroline and Shiying will participate.**SIAM annual meeting 24**, July 18-20, 2024, Spokane WA (online component). Caroline will give a presentation in the mini-symposium “Modeling and Computation of Optimal Transport with Applications in Biology”.**Workshop on Machine Learning in Infinite Dimensions**, Aug 5-9, 2024, Bath (UK). Caroline will give a presentation.**Casa Matematica Oaxaca (CMO) Workshop**”Optimal Transport and Dynamics”, Aug 11 – 16, 2024, Oaxaca (Mexico). Caroline will give a presentation.**SIAM Data Science 24,**Oct 21 – 25, 2024, Atlanta GA- Caroline and Shiying are organizing the mini-symposium “Manifold learning, trajectory inference, and applications in biology”. Caroline will give a talk in this session and Amartya will present a poster.
- Shiying will speak in the mini-symposium “Incorporating Optimal Transport in Machine Learning: Theory and Applications” and present a poster in the mini-symposium “Computational Methods for Measure Transport and Generative Modeling”.

- Seminar in Applied Mathematics, University of Washington, Oct 10, 2024. Caroline will give a presentation.
- Computational and Applied Mathematics seminar, NC State University, Nov 8, 2024. Caroline will give a presentation.
- Applied Algebraic Topology Research Network (AATRN), Nov 13, 2024. Caroline will give an online presentation.
**SIAM CSE 25**, Mar 3 – 7, 2025, Fort Worth TX

## Videos & Recordings

ICERM “Optimal transport in data science”, May 12, 2023

UNC FRG presentation recording, April 17, 2023

Kantorovich initiative seminar, Oct 27, 2022

### Past talks

##### Starting from Fall 2022

- MRC Conference: Mathematics of Adversarial, Interpretable, and Explainable AI, June 23 – 29, 2024, Java Center NY. Shiying participated.
- SIAM Imaging 24,
- Caroline visited TU Graz for the “DK closing event“, May 24, 2024. She gave a talk both at the event and the geometry seminar.
- Algorithms & PDE workshop, May 17-19, Austin TX. Caroline gave a presentation. Shiying, Aaron and Chuxiangbo participated in the summer school and workshop.
- Caroline gave a spotlight talk at the “Women in Optimal Transport” workshop, April 17 – 19, 2024, University of British Columbia
- Caroline presented in the special session “Recent Advances in Optimal Transport and Applications” at the 2024 AMS Spring Eastern Sectional Meeting, April 6-7, 2024, Howard University
- Caroline gave a talk in the “Mathematics of Information, Data, and Signals” seminar at UC San Diego on March 14, 2024.
- SIAM UQ 24,
- Caroline and Shiying organized a mini-symposium on “Gradient Flows and Optimal Transport for Uncertainty Estimation in Probabilistic Modeling”
- Caroline spoke in the mini-symposium “Computational transport”

- Caroline gave a presentation at the Bio-Math seminar at NCSU on Feb 20, 2024.
- Caroline gave an online talk at the DOGSPOT seminar at UC San Diego on Feb 9, 2024.
- Caroline gave a presentation in the Computational Medicine Research in Progress seminar at UNC on Jan 19, 2024.
- Shiying presented at JMM, Jan 3-6, 2024. She spoke in AMS Special Session on Computational Techniques to Study the Geometry of the Shape Space.
- Shiying gave a seminar talk at Vanderbilt on Nov 28, 2023
- TriCAMS 23, Nov 10-12, 2023, at NCCU and Duke.
- Aaron, Amartya, Chuxiangbo, Kwatcho, Maddy and Shiying presented a poster! Caroline was on the UNC leadership team.
- Shiying won a poster price!

- Seminar on Mathematics of Imaging Sciences, Data Sciences, and Optimization, Nov. 1, 2023, RPI. Caroline gave an online presentation
- SIAM-NNP
**,**Oct 21-22, 2023, NJIT. Shiying gave a presentation in the mini-symposium “Optimal Transport: Computation, Applications, and Extensions” - Pattern Theory Seminar, Oct 18, 2023, Brown University. Caroline gave a presentation.
- PSU-Purdue-UMD Joint Seminar on Mathematical Data Science, Oct 16, 2023. Caroline gave an online seminar.
- CCIAM colloquium, Oct 11, 2023, UNC.

Shiying gave a presentation. - CCIAM colloquium, Oct 4, 2023, UNC.

Aaron gave a 3-min presentation in the Graduate Student Research Showcase. - Mathematical Biology seminar, Sep 29, 2023, Duke University. Caroline gave a seminar talk.
- UNC Data Science Day, Sep 29, 2023, UNC. Aaron, Amartya and Shiying presented a poster
- ICIAM Conference, August 20 – 25, 2023, Tokyo (Japan)
- Caroline and Shiying, together with Siting Liu and Wuchen Li organized the mini-symposium “Mean-field games and optimal transport with applications in data science and biology”
- Shiying spoke in the mini-symposium “Theoretical and computational advances in measure transport”
- Caroline spoke in the mini-symposium “Approximation and modeling with manifold-valued data”

- Workshop on Computational and Data Science, Aug 17 – 18, 2023, Duke University. Caroline gave a presentation.
- Caroline gave a seminar talk at the Oberseminar on “Optimization and Data Analysis” at TU Munich on July 13, 2023.
- ICERM Workshop “Modern Applied and Computational Analysis”, June 26 – 30, 2023, Brown University. Caroline participated.
- 13th AIMS Conference “Dynamical Systems, Differential Equations and Applications”, May 31 – June 4, 2023, Wilmington NC. Caroline presented in the special session “Optimal Transport and Mean Field Games with Applications and Computations”
- AMS MRC “Ricci Curvatures of Graphs and Applications to Data Science”, May 28 – June 3, 2023. Shiying participated.
- 18th “Frontiers in Applied and Computational Mathematics” (FACM) Workshop, May 26 – 27, 2023, NJIT. Caroline gave a presentation in the mini-symposium “Machine Learning Approaches for Inverse Problems and PDEs”, Shiying presented a poster, Kwatcho and Aaron participated.
- International Conference on Approximation Theory and Beyond, May 15 – 18, 2023, Vanderbilt University
- Caroline and Shiying gave a presentation

- ICERM Workshop “Optimal transport in Data Science”, May 8 – 12, 2023, Brown University
- Caroline gave a presentation and Shiying presented a poster. Recording

- Data Science Networking Event, April 20, 2023, UNC Wilson Library. Caroline gave a 3-min flash talk.
- Caroline gave a presentation in the UNC STOR+MATH FRG on April 17, 2023. Location: Hanes Hall 115, 2:30 – 3:30 pm.
- SIAM SEAS, Mar 25 – 26, 2023, Virginia Tech
- Caroline co-organized the mini-symposium “Non-linear stochastic data assimilation – theory and applications”
- Caroline and Shiying gave a talk!

- Caroline and Shiying presented at the Applied Mathematics Research Showcase on Jan 18, 2023
- Caroline gave a talk at the Kantorovich initiative seminar on Oct 27, 2022
- Caroline gave a talk in the Math colloquium at the University of South Carolina on Oct 20, 2022
- SIAM Data Science, Sep 26 – 30, 2022, San Diego CA
- Caroline co-organized the mini-symposium “Geometric distances and robust data analysis”
- Caroline gave a talk in the mini-symposium “Graphs, Geometry, PDEs, and Learning”

- Caroline and Shiying presented a lightning talk and a poster at TriCAMS 22, Sep 17 – 18, 2022, NC State