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Francis Alexander
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引用次数
年份
[Office of Basic Energy Sciences (BES)] Roundtable on Producing and Managing Large Scientific Data with Artificial Intelligence and Machine Learning
D Ratner, B Sumpter, F Alexander, JJ Billings, R Coffee, S Cousineau, ...
DOESC Office of Basic Energy Sciences, 2019
22019
& Lee, S.(2019)
N Baker, F Alexander, T Bremer, A Hagberg, Y Kevrekidis, H Najm
Workshop report on basic research needs for scientific machine learning …, 0
7
328 J. Sethian, S. Wild, K. Willcox, and S. Lee,“
N Baker, F Alexander, T Bremer, A Hagberg, Y Kevrekidis, H Najm, ...
Workshop Report on Basic Research Needs for 329, 1, 0
27
A consistent Boltzmann algorithm
FJ Alexander, AL Garcia, BJ Alder
Physical Review Letters 74 (26), 5212, 1995
1631995
A Control Variate Approach for Improving Efficiency of Ensemble Monte Carlo
T Borogovac, FJ Alexander, P Vakili
arXiv preprint arXiv:0809.3187, 2008
2008
A mean field approximation in data assimilation for nonlinear dynamics
GL Eyink, JM Restrepo, FJ Alexander
Physica D: Nonlinear Phenomena 195 (3-4), 347-368, 2004
592004
A multifaceted mathematical approach for complex systems
F Alexander
52012
A particle method with adjustable transport properties—the generalized consistent Boltzmann algorithm
AL Garcia, FJ Alexander, BJ Alder
Journal of statistical physics 89, 403-409, 1997
231997
A perspective on materials informatics: state-of-the-art and challenges
T Lookman, PV Balachandran, D Xue, G Pilania, T Shearman, J Theiler, ...
Information science for materials discovery and design, 3-12, 2016
252016
A rigorous uncertainty-aware quantification framework is essential for reproducible and replicable machine learning workflows
L Pouchard, KG Reyes, FJ Alexander, BJ Yoon
Digital Discovery 2 (5), 1251-1258, 2023
42023
A Study of Two-Temperature Non-Equilibrium Ising Models: Critical Behavior and Universality
P Tamayo, FJ Alexander, R Gupta
arXiv preprint cond-mat/9407046, 1994
11994
Accelerated Monte Carlo for optimal estimation of time series
FJ Alexander, GL Eyink, JM Restrepo
Journal of Statistical Physics 119, 1331-1345, 2005
652005
Accelerating scientific discoveries through data-driven innovations
FJ Alexander, M Lin, X Qian, BJ Yoon
Patterns 4 (11), 2023
2023
Adaptive group testing with mismatched models
M Fan, BJ Yoon, FJ Alexander, ER Dougherty, X Qian
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
2022
Adaptive mesh refinement for multiscale nonequilibrium physics
DF Martin, P Colella, M Anghel, FJ Alexander
Computing in science & engineering 7 (3), 24-31, 2005
322005
AI for Optimal Experimental Design and Decision-Making
FJ Alexander, KR Reyes, LR Varshney, BJ Yoon
Artificial Intelligence for Science: A Deep Learning Revolution, 609-625, 2023
12023
Alexander, FJ, H. Chen, S. Chen, and GD Doolen. A lattice-Boltzmann
FJ Alexander, I Edrei, PL Garrido, JL Lebowitz
Journal of Statistical Physics 68 (3/4), 1992
1992
Algorithm refinement for stochastic partial differential equations: I. Linear diffusion
FJ Alexander, AL Garcia, DM Tartakovsky
Journal of Computational Physics 182 (1), 47-66, 2002
832002
Algorithm refinement for stochastic partial differential equations: II. Correlated systems
FJ Alexander, AL Garcia, DM Tartakovsky
Journal of Computational Physics 207 (2), 769-787, 2005
422005
An Early Quantum Computing Proposal
SR Lee, FJ Alexander, KM Barros, MG Daniels, JR Gattiker, MS Hamada, ...
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States), 2016
2016
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