George Biros

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Christos DavatzikosDirector, AI2D Center for AI/Data Science for Integrated Diagnostics, Professor Radiology/ESE/DBEIVerified email at pennmedicine.upenn.edu
Omar GhattasProfessor & Cockrell endowed chair, Mechanical Engineering & Oden Institute, Univ of Texas at AustinVerified email at ices.utexas.edu
Andreas MangAssociate Professor, Department of Mathematics, University of HoustonVerified email at central.uh.edu
Hari SundarAssociate Professor, Computer Science, Tufts UniversityVerified email at tufts.edu
Dhairya MalhotraResearch Scientist, Flatiron InstituteVerified email at flatironinstitute.org
Lexing YingProfessor of Mathematics, Stanford UniversityVerified email at stanford.edu
Shravan VeerapaneniUniversity of MichiganVerified email at umich.edu
Rahul S. SampathExxonMobil Technical Computing CompanyVerified email at exxonmobil.com
Chenhan D. YuThe University of Texas at AustinVerified email at utexas.edu
Abtin RahimianQuantitative Researcher, SchonfeldVerified email at schonfeld.com
Bart van Bloemen WaandersSandia National LaboratoriesVerified email at sandia.gov
William B. MarchApple, Inc.Verified email at apple.com
Hamed Akbari, MD, PhDSanta Clara UniversityVerified email at scu.edu
Richard VuducGeorgia Institute of TechnologyVerified email at cc.gatech.edu
Bryan QuaifeFlorida State UniversityVerified email at fsu.edu
Ali GooyaUniversity of GlasgowVerified email at glasgow.ac.uk
Dinggang ShenProf. and Founding Dean, School of BME, ShanghaiTech University; Co-CEO, United Imaging IntelligenceVerified email at shanghaitech.edu.cn
Aparna ChandramowlishwaranAssociate Professor of Electrical Engineering and Computer Science, University of California IrvineVerified email at uci.edu
Gökberk KabacaoğluBilkent UniversityVerified email at bilkent.edu.tr
Evangelia I. ZacharakiResearch Associate (UPAT); Project Manager (ComKardia Inc, USA)Verified email at comkardia.com

George Biros

Professor, Oden Institute for Computational Engineering and Sciences, The University of Texas at

Verified email at acm.org - Homepage

Fast algorithms High Performance Data Analytics Supercomputing Medical Imaging Complex Fluids


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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	1971	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	618	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	376	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	309	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	295	2008
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	288	2012
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	282	2009
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	253	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	252	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	237	2008
Large-Scale Inverse Problems and Quantification of Uncertainty L Biegler, G Biros, O Ghattas, M Heinkenschloss, D Keyes, B Mallick, ...	221	2011
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	218	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	211	2009
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	204	2005
Anode: Unconditionally accurate memory-efficient gradients for neural odes A Gholami, K Keutzer, G Biros arXiv preprint arXiv:1902.10298, 2019	201	2019
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	200	2002
The 2019 mathematical oncology roadmap RC Rockne, A Hawkins-Daarud, KR Swanson, JP Sluka, JA Glazier, ... Physical biology 16 (4), 041005, 2019	187	2019
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	184	2011
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	154	2016
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	153	2006

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