George Biros
George Biros
Professor, Oden Institute for Computational Engineering and Sciences, The University of Texas at
Verified email at - Homepage
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Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
A kernel-independent adaptive fast multipole algorithm in two and three dimensions
L Ying, G Biros, D Zorin
Journal of Computational Physics 196 (2), 591-626, 2004
Parallel Lagrange--Newton--Krylov--Schur methods for PDE-constrained optimization. Part I: The Krylov--Schur solver
G Biros, O Ghattas
SIAM Journal on Scientific Computing 27 (2), 687-713, 2005
Imaging patterns predict patient survival and molecular subtype in glioblastoma via machine learning techniques
L Macyszyn, H Akbari, JM Pisapia, X Da, M Attiah, V Pigrish, Y Bi, S Pal, ...
Neuro-oncology 18 (3), 417-425, 2015
An image-driven parameter estimation problem for a reaction–diffusion glioma growth model with mass effects
C Hogea, C Davatzikos, G Biros
Journal of mathematical biology 56, 793-825, 2008
Why do red blood cells have asymmetric shapes even in a symmetric flow?
B Kaoui, G Biros, C Misbah
Physical review letters 103 (18), 188101, 2009
GLISTR: glioma image segmentation and registration
A Gooya, KM Pohl, M Bilello, L Cirillo, G Biros, ER Melhem, C Davatzikos
IEEE transactions on medical imaging 31 (10), 1941-1954, 2012
High resolution forward and inverse earthquake modeling on terascale computers
V Akcelik, J Bielak, G Biros, I Epanomeritakis, A Fernandez, O Ghattas, ...
Proceedings of the 2003 ACM/IEEE Conference on Supercomputing, 52, 2003
A massively parallel adaptive fast-multipole method on heterogeneous architectures
I Lashuk, A Chandramowlishwaran, H Langston, TA Nguyen, R Sampath, ...
Proceedings of the Conference on High Performance Computing Networking …, 2009
Bottom-up construction and 2: 1 balance refinement of linear octrees in parallel
H Sundar, RS Sampath, G Biros
SIAM Journal on Scientific Computing 30 (5), 2675-2708, 2008
Petascale direct numerical simulation of blood flow on 200k cores and heterogeneous architectures
A Rahimian, I Lashuk, S Veerapaneni, A Chandramowlishwaran, ...
SC'10: Proceedings of the 2010 ACM/IEEE International Conference for High …, 2010
A boundary integral method for simulating the dynamics of inextensible vesicles suspended in a viscous fluid in 2D
SK Veerapaneni, D Gueyffier, D Zorin, G Biros
Journal of Computational Physics 228 (7), 2334-2353, 2009
Large-scale inverse problems and quantification of uncertainty
L Biegler, G Biros, O Ghattas, M Heinkenschloss, D Keyes, B Mallick, ...
John Wiley & Sons, 2011
Parallel multiscale Gauss-Newton-Krylov methods for inverse wave propagation
V Akcelik, G Biros, O Ghattas
SC'02: Proceedings of the 2002 ACM/IEEE Conference on Supercomputing, 41-41, 2002
Parallel Lagrange--Newton--Krylov--Schur methods for PDE-constrained optimization. Part II: The Lagrange--Newton solver and its application to optimal control of steady viscous …
G Biros, O Ghattas
SIAM Journal on Scientific Computing 27 (2), 714-739, 2005
A fast algorithm for simulating vesicle flows in three dimensions
SK Veerapaneni, A Rahimian, G Biros, D Zorin
Journal of Computational Physics 230 (14), 5610-5634, 2011
Anode: Unconditionally accurate memory-efficient gradients for neural odes
A Gholami, K Keutzer, G Biros
arXiv preprint arXiv:1902.10298, 2019
The 2019 mathematical oncology roadmap
RC Rockne, A Hawkins-Daarud, KR Swanson, JP Sluka, JA Glazier, ...
Physical biology 16 (4), 041005, 2019
A high-order 3D boundary integral equation solver for elliptic PDEs in smooth domains
L Ying, G Biros, D Zorin
Journal of Computational Physics 219 (1), 247-275, 2006
Imaging surrogates of infiltration obtained via multiparametric imaging pattern analysis predict subsequent location of recurrence of glioblastoma
H Akbari, L Macyszyn, X Da, M Bilello, RL Wolf, M Martinez-Lage, G Biros, ...
Neurosurgery 78 (4), 572-580, 2016
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