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Bridging Machine Learning and Mathematical Modeling to Decipher Tumor heterogeneity and Therapy Resistance
Presenter
- Xiufen Zou
July 31, 2025
ICERM
A Galois theorem for machine learning: Functions on symmetric matrices and point clouds via lightweight invariant features
Presenter
- Soledad Villar
June 9, 2025
IMSI
Bayesian information-theoretic approach to determine effective scanning protocols of cancer patients
Presenter
- Heyrim Cho
May 9, 2025
ICERM
Uncertainty Quantification in Quantitative Systems Pharmacology (QSP): An illustrative example applied to microbiome therapies
Presenter
- Marissa Renardy
May 8, 2025
ICERM
Data-Driven Methods for Two Inference Problems in Mathematical Biology via Optimal Transport
Presenter
- Wenjun Zhao
May 8, 2025
ICERM
Sequential Bayesian Inference for Uncertainty Quantification of Biological Systems
Presenter
- Andrea Arnold
May 7, 2025
ICERM
Quantification of total uncertainty in modeling biological systems
Presenter
- George Karniadakis
May 6, 2025
ICERM
Efficient Krylov subspace methods for large-scale hierarchical Bayesian inverse problems
Presenter
- Julianne Chung
May 6, 2025
ICERM
Bayesian methods for addressing the muscle recruitment problem
Presenter
- Erkki Somersalo
May 5, 2025
ICERM