A conference on numerical analysis and scientific computing
for graduate students and postdocs in the Mid-Atlantic region.
This one-day meeting will start at 10am to allow same-day travel.
It will be held in Room 617 Wachman Hall, Temple University, 1805 North Broad Street, just north of Montgomery Avenue.
It is an opportunity for graduate students and postdocs to present their research, and to meet other researchers.
There will be contributed talks and a poster session.
There is no registration fee, and no support for travel. Lunch will be provided.
We ask every participant to please register in advance, even if they are not planning to give a talk.
Qiang Du, Columbia University
Learning Hidden Dynamics: From Practice to Numerical Analysis
Numerical integration of a given dynamic system can be viewed as a forward problem with the learning of hidden dynamics from available observations as an inverse problem. The latter appears in various settings such as model reductions of multiscale processes, and more recently, data-driven modeling via deep/machine learning. The solution of both forward and inverse problems forms the loop of informative and intelligent scientific computing. Some related issues, e.g., the identification of state variables and the selection of numerical methods, are discussed in this lecture. In particular, a question to be investigated is whether a good numerical integrator for discretizing prescribed dynamics is also good for discovering unknown dynamics in association with deep learning. The answer leads to new mathematical theory that enriches classical numerical analysis.
If you would like to participate (in any form), please register using the
online registration form.
The deadline for the submission of talks was September 30, 2022.
|9:15-9:50||Registration and breakfast (provided)|
|10:00-11:00||Presentations (Manifolds and Quantum Computing)|
|11:15-12:15||Presentations (Numerical Analysis)|
|12:15-1:30||Posters, demos, and lunch (provided)|
|1:30-2:30||Keynote lecture (Qiang Du)|
|2:45-3:45||Presentations (Modeling and Simulation)|
|4:00-5:00||Presentations (Data Methods)|
|6:00-8:00||Group dinner (attendance optional)|
|Manifolds and Quantum Computing|
|Samuel Francis||Potter||New York University||Butterfly-accelerated manifold harmonic transforms|
|Mohammadhossein||Mohammadisiahroudi||Lehigh University||Accurately solving linear systems with quantum oracles|
|Zeguan||Wu||Lehigh University||Inexact feasible quantum interior point method for linear and quadratic optimization|
|Yukun||Yue||Carnegie Mellon University||On strong convergence of a numerical scheme for Q-tensor flow based on invariant quardratization method|
|Lucas||Bouck||University of Maryland, College Park||Finite element approximation of a membrane model for liquid crystal polymeric networks|
|Yangwen||Zhang||Carnegie Mellon University||A new reduced order model of linear parabolic PDEs|
|Modeling and Simulation|
|Luke||Evans||University of Maryland, College Park||Computing committors via Mahalanobis diffusion maps with enhanced sampling data|
|Stephanie||Lewkiewicz||Temple University||Computing the reproductive number of the invasive spotted lanternfly with a novel moving mesh method for stage-age-structured PDEs|
|Mary||Taranchuk||University of Delaware||Do sheets of nematic liquid crystals retain their shape when stretched?|
|Amir||Sagiv||Columbia University||Density estimation in uncertainty propagation - Approximating pushforward measures|
|Jerome||Troy||University of Delaware||Learning dynamics with adaptive random Fourier features|
|Mingkai||Yu||University of Maryland, Baltimore County||State and parameter estimation from partial state observations in stochastic reaction networks|
|Rujeko||Chinomona||Temple University||Demonstration of the Neuro-VISOR project|
|Mariana Graciela||Martinez Aguilar||New York University||A semi-Lagrangian marcher for geometric optics on unstructured meshes in 2D|
|Andrew James||Higgins||Temple University||Optimal size of the block in block GMRES on GPUs: Computational model and experiments|
|Kiera Eloise||Kean||Temple University||Energy dissipation rates in 1-equation turbulence models|
|Céline||Torres||University of Maryland, College Park||On the inf-sup stabillity of Crouzeix-Raviart Stokes elements in 3D|
|Temple University||Balancing simplicity and accuracy in vehicle energy model|
Make your own arrangements. Please feel free to contact us for information on accommodation.
Email: naday -at- temple.edu
Click on each image for closeup.
Photos by Benjamin Seibold and Remy Andrea