logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
D

David A. Barajas‐Solano

united states department of energy (doe)

16H-index
77Paper Count
1.5KCitation Count
Published Papers 14
Publication Date
logo
Stochastic load frequency control of power systems via Gaussian processes
errInternational Journal of Control
IF1.6
err2025-10-01
err0
PREAI
errMa, Tong; Barajas-Solano, David Alonso; Tartakovsky, Alexandre M.
errShare
errSave
Randomized physics-informed machine learning for uncertainty quantification in high-dimensional inverse problems
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-12-01
err0
errOAAI
errZong, Yifei; Barajas-Solano, David; Tartakovsky, Alexandre M.
errShare
errSave
Gaussian process regression and conditional Karhunen-Loeve models for data assimilation in inverse problems
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-04-01
err0
errOAAI
errYeung, Yu-Hong; Barajas-Solano, David A.; Tartakovsky, Alexandre M.
errShare
errSave
Conditional Karhunen-Loève regression model with Basis Adaptation for high-dimensional problems: Uncertainty quantification and inverse modeling
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-01-01
err1
errOAAI
errYeung, Yu-Hong; Tipireddy, Ramakrishna; Barajas-Solano, David A.; Tartakovsky, Alexandre M.
errShare
errSave
Online real-time learning of dynamical systems from noisy streaming data
errSCIENTIFIC REPORTS
IF3.9
err2023-12-19
err0
errOAAI
errSinha, S.; Nandanoori, S. P.; Barajas-Solano, D. A.
errShare
errSave
Physics-informed Gaussian process regression for states estimation and forecasting in power grids
errINTERNATIONAL JOURNAL OF FORECASTING
IF7.1
err2023-04-01
err5
errOAAI
errTartakovsky, Alexandre M.; Ma, Tong; Barajas-Solano, David A.; Tipireddy, Ramakrishna
errShare
errSave
Stochastically Forced Ensemble Dynamic Mode Decomposition for Forecasting and Analysis of Near-Periodic Systems
errIEEE ACCESS
IF3.6
err2022-01-01
err11
errOAAI
errDylewsky, Daniel; Barajas-Solano, David; Ma, Tong; Tartakovsky, Alexandre M.; Kutz, J. Nathan
errShare
errSave
Physics-informed machine learning with conditional Karhunen-Loeve expansions
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2021-02-01
err15
errOAAI
errTartakovsky, A. M.; Barajas-Solano, D. A.; He, Q.
errShare
errSave
Explaining persistent incomplete mixing in multicomponent reactive transport with Eulerian stochastic model
errADVANCES IN WATER RESOURCES
IF4.2
err2020-11-01
err2
PREAI
errTartakovsky, Alexandre M.; Barajas-Solano, David
errShare
errSave
Conditional Karhunen-Loeve expansion for uncertainty quantification and active learning in partial differential equation models
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2020-10-01
err12
errOAAI
errTipireddy, Ramakrishna; Barajas-Solano, David A.; Tartakovsky, Alexandre M.
errShare
errSave
Physics-informed neural networks for multiphysics data assimilation with application to subsurface transport
errADVANCES IN WATER RESOURCES
IF4.2
err2020-07-01
err218
errOAAI
errHe, QiZhi; Barajas-Solano, David; Tartakovsky, Guzel; Tartakovsky, Alexandre M.
errShare
errSave
Efficient gHMC Reconstruction of Contaminant Release History
errFRONTIERS IN ENVIRONMENTAL SCIENCE
IF3.7
err2019-10-11
err8
errOAAI
errBarajas-Solano, David A.; Alexander, Francis J.; Anghel, Marian; Tartakovsky, Daniel M.
errShare
errSave
Physics-informed CoKriging: A Gaussian-process-regression-based multifidelity method for data-model convergence
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2019-10-01
err59
errOAAI
errYang, Xiu; Barajas-Solano, David; Tartakovsky, Guzel; Tartakovsky, Alexandre M.
errShare
errSave
Approximate Bayesian model inversion for PDEs with heterogeneous and state-dependent coefficients
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2019-10-01
err12
errOAAI
errBarajas-Solano, D. A.; Tartakovsky, A. M.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
J. Nathan Kutz
H-index: 73 · Papers: 605
D
Daniel M. Tartakovsky
H-index: 49 · Papers: 479
A
Alexandre M. Tartakovsky
H-index: 44 · Papers: 325
F
Francis J. Alexander
H-index: 25 · Papers: 115
X
Xiu Yang
H-index: 21 · Papers: 95
View more