papers
Publications (17)
cs.LG2019
ANODE: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs
Amir Gholami, Kurt Keutzer, George Biros
math.OC2016
Constrained $H^1$-regularization schemes for diffeomorphic image registration
Andreas Mang, George Biros
physics.comp-ph2019
Optimal design of deterministic lateral displacement device for viscosity contrast based cell sorting
Gokberk Kabacaoglu, George Biros
physics.comp-ph2018
Sorting same-size red blood cells in deep deterministic lateral displacement devices
Gokberk Kabacaoglu, George Biros
cs.LG2015
Far-Field Compression for Fast Kernel Summation Methods in High Dimensions
William B. March, George Biros
cs.DS2015
ASKIT: Approximate Skeletonization Kernel-Independent Treecode in High Dimensions
William B. March, Bo Xiao, George Biros
physics.flu-dyn2016
Quantification of mixing in vesicle suspensions using numerical simulations in two dimensions
Gokberk Kabacaoglu, Bryan Quaife, George Biros
cs.CV2019
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
Spyridon Bakas, Mauricio Reyes, Andras Jakab +421
physics.flu-dyn2017
Low-resolution simulations of vesicle suspensions in 2D
Gokberk Kabacaoglu, Bryan Quaife, George Biros
cs.CV2018
A Novel Domain Adaptation Framework for Medical Image Segmentation
Amir Gholami, Shashank Subramanian, Varun Shenoy +6
cs.DC2016
AccFFT: A library for distributed-memory FFT on CPU and GPU architectures
Amir Gholami, Judith Hill, Dhairya Malhotra +1
physics.med-ph2019
Simulation of glioblastoma growth using a 3D multispecies tumor model with mass effect
Shashank Subramanian, Amir Gholami, George Biros
math.OC2018
A Semi-Lagrangian two-level preconditioned Newton-Krylov solver for constrained diffeomorphic image registration
Andreas Mang, George Biros
math.NA2016
FFT, FMM, or Multigrid? A comparative Study of State-Of-the-Art Poisson Solvers for Uniform and Nonuniform Grids in the Unit Cube
Amir Gholami, Dhairya Malhotra, Hari Sundar +1
math.NA2015
An inexact Newton-Krylov algorithm for constrained diffeomorphic image registration
Andreas Mang, George Biros
physics.comp-ph2019
Machine learning acceleration of simulations of Stokesian suspensions
Gokberk Kabacaoglu, George Biros
cs.CE2018
Research and Education in Computational Science and Engineering
Ulrich Rüde, Karen Willcox, Lois Curfman McInnes +30