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B

Babak Sadigh

united states department of energy (doe)

39H-index
190Paper Count
5.4KCitation Count
Published Papers 61
Publication Date
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Magnus method for electronic structure calculations at extreme conditions
errComputer Physics Communications
IF3.4
err2026-07-04
err0
PREAI
errMarkus Däne; Babak Sadigh; Philip A. Sterne; John E. Pask
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First principles free energy model with dynamic magnetism for δ-plutonium
errReports on Progress in Physics
IF20.7
err2025-07-21
err0
PREAI
errPer Söderlind; A Landa; L X Benedict; N Goldman; R Q Hood; K E Kweon; E E Moore; A Perron; B Sadigh; C J Wu; L H Yang
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errSave
Network aspects of single crystal plasticity
errJOURNAL OF MATERIALS RESEARCH AND TECHNOLOGY-JMR&T
IF6.6
err2025-05-01
err0
errOAAI
errBulatov, Vasily V.; Bertin, Nicolas; Aubry, Sylvie; Zepeda-Ruiz, Luis A.; Zhou, Xinran; Liang, Aoyan; Oppelstrup, Tomas; Sadigh, Babak; Arsenlis, Athanasios; Austin, Ryan; Carson, Robert; Barton, Nathan R.
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Model-free estimation of completeness, uncertainties, and outliers in atomistic machine learning using information theory
errNATURE COMMUNICATIONS
IF15.7
err2025-04-29
err1
errOAAI
errSchwalbe-Koda, Daniel; Hamel, Sebastien; Sadigh, Babak; Zhou, Fei; Lordi, Vincenzo
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errSave
Interpretable, extensible linear and symbolic regression models for charge density prediction using a hierarchy of many-body correlation descriptors
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2025-01-01
err0
PREAI
errIyer, Gopal R.; Kumar, Shashikant; Borda, Edgar Josue Landinez; Sadigh, Babak; Hamel, Sebastien; Bulatov, Vasily; Lordi, Vincenzo; Samanta, Amit
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Field-induced magnetization of δ-plutonium from density functional theory
errPHYSICAL REVIEW B
IF3.7
err2024-12-10
err0
PREAI
errSoderlind, Per; Sadigh, B.; Landa, A.
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Ice Phase Classification Made Easy with Score-Based Denoising
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2024-08-06
err0
errOAAI
errSun, Hong; Hamel, Sebastien; Hsu, Tim; Sadigh, Babak; Lordi, Vincenzo; Zhou, Fei
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errSave
Score-based denoising for atomic structure identification
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-07-18
err1
errOAAI
errHsu, Tim; Sadigh, Babak; Bertin, Nicolas; Park, Cheol Woo; Chapman, James; Bulatov, Vasily; Zhou, Fei
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Accelerate microstructure evolution simulation using graph neural networks with adaptive spatiotemporal resolution
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-05-03
err1
errOAAI
errFan, Shaoxun; Hitt, Andrew L.; Tang, Ming; Sadigh, Babak; Zhou, Fei
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errSave
Score Dynamics: Scaling Molecular Dynamics with Picoseconds Time Steps via Conditional Diffusion Model
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2024-03-15
err4
errOAAI
errHsu, Tim; Sadigh, Babak; Bulatov, Vasily; Zhou, Fei
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errSave
Development of an interatomic potential for the W-Ta system
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2023-10-01
err7
PREAI
errSharma, Bajrang; Teh, Ying Shi; Sadigh, Babak; Hamel, Sebastien; Bulatov, Vasily; Samanta, Amit
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errSave
Lattice dynamics and thermodynamics for δ-plutonium from density functional theory
errPHYSICAL REVIEW B
IF3.7
err2023-09-27
err4
PREAI
errSoderlind, Per; Landa, A.; Yang, L. H.; Sadigh, B.; Rudin, Sven P.
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errSave
Ab initio calculations for void swelling bias in α- and β-plutonium
errPHYSICAL REVIEW MATERIALS
IF3.4
err2022-04-22
err5
errOAAI
errSadigh, Babak; Soderlind, Per; Goldman, Nir; Surh, Michael P.
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errSave
Accurate parameterization of the kinetic energy functional
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2022-01-13
err6
errOAAI
errKumar, Shashikant; Borda, Edgar Landinez; Sadigh, Babak; Zhu, Siya; Hamel, Sebastian; Gallagher, Brian; Bulatov, Vasily; Klepeis, John; Samanta, Amit
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Accurate parameterization of the kinetic energy functional for calculations using exact-exchange
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2022-01-11
err2
errOAAI
errKumar, Shashikant; Sadigh, Babak; Zhu, Siya; Suryanarayana, Phanish; Hamel, Sebastian; Gallagher, Brian; Bulatov, Vasily; Klepeis, John; Samanta, Amit
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errSave
Semi-Automated Creation of Density Functional Tight Binding Models through Leveraging Chebyshev Polynomial-Based Force Fields
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2021-06-15
err23
errOAAI
errGoldman, Nir; Kweon, Kyoung E.; Sadigh, Babak; Heo, Tae Wook; Lindsey, Rebecca K.; Pham, C. Huy; Fried, Laurence E.; Aradi, Balint; Holliday, Kiel; Jeffries, Jason R.; Wood, Brandon C.
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errSave
Self-supervised learning and prediction of microstructure evolution with convolutional recurrent neural networks
errPATTERNS
IF7.4
err2021-05-01
err58
errOAAI
errYang, Kaiqi; Cao, Yifan; Zhang, Youtian; Fan, Shaoxun; Tang, Ming; Aberg, Daniel; Sadigh, Babak; Zhou, Fei
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Metastable-solid phase diagrams derived from polymorphic solidification kinetics
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2021-02-22
err18
errOAAI
errSadigh, Babak; Zepeda-Ruiz, Luis; Belof, Jonathan L.
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errSave
Compressive sensing lattice dynamics. II. Efficient phonon calculations and long-range interactions
errPHYSICAL REVIEW B
IF3.7
err2019-11-20
err101
errOAAI
errZhou, Fei; Sadigh, Babak; Aberg, Daniel; Xia, Yi; Ozolins, Vidvuds
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errSave
Density-functional theory for plutonium
errADVANCES IN PHYSICS
IF13.8
err2019-04-09
err51
PREAI
errSoderlind, Per; Landa, A.; Sadigh, B.
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errSave

Research Directions

No research directions
Co-authors
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Peter Blaha
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H
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