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Synchrotron Radiation News Volume 28, 2015 - Issue 2
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Technical Report

CAMERA: The Center for Advanced Mathematics for Energy Research Applications

J. DonatelliLawrence Berkeley National Laboratory, Berkeley, California, USA;University of California, Berkeley, California, USA
,
M. HaranczykLawrence Berkeley National Laboratory, Berkeley, California, USA
,
A. HexemerLawrence Berkeley National Laboratory, Berkeley, California, USA
,
H. KrishnanLawrence Berkeley National Laboratory, Berkeley, California, USA
,
X. LiLawrence Berkeley National Laboratory, Berkeley, California, USA
,
L. LinLawrence Berkeley National Laboratory, Berkeley, California, USA;University of California, Berkeley, California, USA
,
F. MaiaUppsala University, Uppsala, Sweden
,
S. MarchesiniLawrence Berkeley National Laboratory, Berkeley, California, USA
,
D. ParkinsonLawrence Berkeley National Laboratory, Berkeley, California, USA
,
T. PercianoLawrence Berkeley National Laboratory, Berkeley, California, USA
,
D. ShapiroLawrence Berkeley National Laboratory, Berkeley, California, USA
,
D. UshizimaLawrence Berkeley National Laboratory, Berkeley, California, USA;University of California, Berkeley, California, USA
,
C. YangLawrence Berkeley National Laboratory, Berkeley, California, USA
&
J.A. SethianLawrence Berkeley National Laboratory, Berkeley, California, USA;University of California, Berkeley, California, USA
 show all
Pages 4-9 | Published online: 01 Apr 2015
 
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Abstract

Advanced experimental facilities worldwide are probing structure and chemistry, disorder, dynamics and electronic properties, through time, over length scales spanning macroscopic to atomic resolution, in multiple dimensions (e.g., hyperspectral tomography, nano-spectroscopy), under extreme environmental conditions and stimulated reactions. In order to do so, they are collecting more and more data at faster and faster rates. One critical challenge is to build algorithms that can analyze, interpret, and understand the information contained within this experimental data.

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