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Nov. 13 Morning session |
8:00-8:45 am | Registration & Breakfast | |
| 8:45-9:00 am | Opening by Dean Tracy Langkilde | ||
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Chair: Paul Milewski |
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| 9:00-9:40 am | James Demmel University of California, Berkeley |
Communication-Avoiding Algorithms for Linear Algebra, Machine Learning and Beyond | |
| 9:50-10:30 am | Jinchao Xu Penn State/Kaust |
Deep Neural Networks and Finite Elements | |
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Coffee Break |
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| 11:00-11:40 am | Junping Wang National Science Foundation |
Weak Galerkin Finite Element Methods | |
| 11:50-12:30 pm | Igor Aronson Penn State |
Multiscale Organization of Intelligent Active Matter | |
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Lunch Break & Poster (Lunch provided) |
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Nov. 13 Afternoon session |
Chair: John Harlim |
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| 14:00-14:40 pm | Jared Tanner University of Oxford |
Deep neural network initialisation: Nonlinear activations impact on the Gaussian process | |
| 14:50-15:30 pm | Pierre-Emmanuel Jabin Penn State |
The mean-field limit of systems of biological neurons | |
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Coffee Break |
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| 16:00-16:40 pm | Bard Ermentrout University of Pittsburgh |
Phase in Space: Spatio-temporal Cortical Dynamics | |
| 16:50-17:30 pm | Ludmil Zikatanov National Science Foundation |
Operator preconditioning in the design of reduced basis methods | |
| 17:40-18:10 pm | Panel Discussion on funding opportunities Mediator: Zi-Kui Liu |
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| 19:00 pm | Banquet for invited speakers | ||
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Nov. 14 Morning session |
8:00-9:00 am | Registration & Breakfast | |
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Chair: Andrew Belmonte |
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| 9:00-9:40 am | John Lowengrub University of California, Irvine |
Personalized modeling of glioblastoma using physics-informed neural networks |
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| 9:50-10:30 am | Helen Moore University of Florida |
Computational Mathematics Applied to Drug Dosing | |
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Coffee Break |
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| 11:00-11:40 am | Qi Wang University of South Carolina |
Hybrid Thermodynamically Consistent Models for Fluid-Structure Interactions | |
| 11:50-12:30 pm | Laurel Ohm University of Wisconsin, Madison |
Analysis of microswimmers: from one to many | |
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Lunch Break & Poster (Lunch provided) |
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Nov. 14 Afternoon session |
Chair: Xiantao Li | ||
| 14:00-14:40 pm | Noel Walkington Carnegie Mellon University |
Numerical Approximation of Thermo–Mechanical Problems | |
| 14:50-15:30 pm | Leonid Berlyand Penn State |
Enhancing Accuracy in Deep Learning Using Random Matrix Theory | |
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Coffee Break |
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| 16:00-16:40 pm | Maria Emelianenko George Mason University |
Faces of entropy: Connecting Materials Science, Biology and Quantum Information Science | |
| 16:50-17:30 pm | Kirsten Eisentraeger Penn State |
Cryptography in the age of quantum computing | |
| 17:40 pm | Closing Remarks | ||