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Accelerated materials innovation using AI/ML and Digital Twins
Presenter
- Surya Kalidindi
April 24, 2025
IMSI
Detection, Estimation, and Reconstruction in Networks: Algorithms to go back in time: network archaeology in random graphs
Presenter
- Simon Briend
April 23, 2025
SLMath
Detection, Estimation, and Reconstruction in Networks: A Proof of The Changepoint Detection Threshold Conjecture in Preferential Attachment Models
Presenter
- Jiaming Xu
April 23, 2025
SLMath
Towards a Digital Twin Framework with Uncertainty Quantification: Machine Learning, Bayesian Optimization and Model Predictive Control
Presenter
- Wei Chen
April 23, 2025
IMSI
A (somewhat) gentle introduction to Bayesian optimization for materials
Presenter
- Sterling G.
April 23, 2025
IMSI
Parameter Subset Selection and Active Subspace Techniques for Models in Engineering, Material Science, and Biology
Presenter
- Ralph Smith
April 23, 2025
IMSI
Detection, Estimation, and Reconstruction in Networks: Attributed Stochastic Block Models as Benchmark Datasets for Theoretical Analysis of Graph Neural Networks
Presenter
- Lenka Zdeborova
April 22, 2025
SLMath
Detection, Estimation, and Reconstruction in Networks: Sharp Phase Transitions in Estimation with Low-Degree Polynomials
Presenter
- Alex Wein
April 22, 2025
SLMath
Detection, Estimation, and Reconstruction in Networks: Exact Label Recovery in Euclidean Random Graphs
Presenter
- Julia Gaudio
April 22, 2025
SLMath
Combining reinforcement learning with graph convolutional neural networks for efficient design of TiAl/TiAlN atomic-scale interfaces
Presenter
- Houlong Zhang
April 22, 2025
IMSI