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Francesca Tavazza

national institute of standards and technology

36H指数
171论文数
6.7K被引数
收录论文 54
发表时间
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Toward a composable, modular laboratory ecosystem for autonomous materials research and development面向自主材料研发的可组合、模块化实验室生态系统
errMatter
IF17.5
err2026-05-06
err0
PREAI
errHowie Joress; Brian DeCost; Katelyn Jones; A. Gilad Kusne; Austin McDannald; Zachary Trautt; Francesca Tavazza
err分享
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Quantum Monte Carlo and Density Functional Theory Study of Strain and Magnetism in 2D 1T-VSe2 with Charge Density Wave States量子蒙特卡罗和密度泛函理论研究具有电荷密度波态的二维1T-VSe₂中的应变与磁性
errACS NANO
IF16
err2025-03-07
err0
PREAI
errWines, D; Ibrahim, A; Gudibandla, N; Adel, T; Abel, FM; Jois, S; Saritas, K; Krogel, JT; Yin, L; Berlijn, T; Hanbicki, AT; Stephen, GM; Friedman, AL; Krylyuk, S; Davydov, AV; Donovan, B; Jamer, ME; Walker, ARH; Choudhary, K; Tavazza, F; Ataca, C
err分享
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JARVIS-Leaderboard: a large scale benchmark of materials design methods
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-05-07
err6
errOAAI
errChoudhary, Kamal; Wines, Daniel; Li, Kangming; Garrity, Kevin F.; Gupta, Vishu; Romero, Aldo H.; Krogel, Jaron T.; Saritas, Kayahan; Fuhr, Addis; Ganesh, Panchapakesan; Kent, Paul R. C.; Yan, Keqiang; Lin, Yuchao; Ji, Shuiwang; Blaiszik, Ben; Reiser, Patrick; Friederich, Pascal; Agrawal, Ankit; Tiwary, Pratyush; Beyerle, Eric; Minch, Peter; Rhone, Trevor David; Takeuchi, Ichiro; Wexler, Robert B.; Mannodi-Kanakkithodi, Arun; Ertekin, Elif; Mishra, Avanish; Mathew, Nithin; Wood, Mitchell; Rohskopf, Andrew Dale; Hattrick-Simpers, Jason; Wang, Shih-Han; Achenie, Luke E. K.; Xin, Hongliang; Williams, Maureen; Biacchi, Adam J.; Tavazza, Francesca
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Structure-aware graph neural network based deep transfer learning framework for enhanced predictive analytics on diverse materials datasets
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-01-02
err11
errOAAI
errGupta, Vishu; Choudhary, Kamal; Decost, Brian; Tavazza, Francesca; Campbell, Carelyn; Liao, Wei-keng; Choudhary, Alok; Agrawal, Ankit
err分享
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Recent progress in the JARVIS infrastructure for next-generation data-driven materials design
errAPPLIED PHYSICS REVIEWS
IF11.6
err2023-10-18
err9
errOAAI
errWines, Daniel; Gurunathan, Ramya; Garrity, Kevin F.; Decost, Brian; Biacchi, Adam J.; Tavazza, Francesca; Choudhary, Kamal
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An AI-driven microstructure optimization framework for elastic properties of titanium beyond cubic crystal systems
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2023-06-23
err7
errOAAI
errMao, Yuwei; Hasan, Mahmudul; Paul, Arindam; Gupta, Vishu; Choudhary, Kamal; Tavazza, Francesca; Liao, Wei-keng; Choudhary, Alok; Acar, Pinar; Agrawal, Ankit
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MPpredictor: An Artificial Intelligence-Driven Web Tool for Composition-Based Material Property Prediction
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2023-03-27
err17
errOAAI
errGupta, Vishu; Choudhary, Kamal; Mao, Yuwei; Wang, Kewei; Tavazza, Francesca; Campbell, Carelyn; Liao, Wei-keng; Choudhary, Alok; Agrawal, Ankit
err分享
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Rapid prediction of phonon structure and properties using the atomistic line graph neural network (ALIGNN)
errPHYSICAL REVIEW MATERIALS
IF3.4
err2023-02-24
err17
errOAAI
errGurunathan, Ramya; Choudhary, Kamal; Tavazza, Francesca
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Efficient computational design of two-dimensional van der Waals heterostructures: Band alignment, lattice mismatch, and machine learning二维范德华异质结构的有效计算设计: 能带对齐，晶格失配和机器学习
errPHYSICAL REVIEW MATERIALS
IF3.4
err2023-01-31
err23
errOAAI
errChoudhary, Kamal; Garrity, Kevin F.; Hartman, Steven T.; Pilania, Ghanshyam; Tavazza, Francesca
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High-Throughput DFT-Based Discovery of Next Generation Two- Dimensional (2D) Superconductors基于高通量DFT的下一代二维 (2D) 超导体的发现
errNANO LETTERS
IF9.1
err2023-01-30
err24
errOAAI
errWines, Daniel; Choudhary, Kamal; Biacchi, Adam J.; Garrity, Kevin F.; Tavazza, Francesca
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Systematic DFT plus U and Quantum Monte Carlo Benchmark of Magnetic Two-Dimensional (2D) CrX3 (X = I, Br, Cl, F)
errJOURNAL OF PHYSICAL CHEMISTRY C
IF3.2
err2023-01-09
err17
errOAAI
errWines, Daniel; Choudhary, Kamal; Tavazza, Francesca
err分享
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Unified graph neural network force-field for the periodic table: solid state applications元素周期表的统一图神经网络力场: 固态应用
errDIGITAL DISCOVERY
IF5.6
err2023-01-01
err42
errOAAI
errChoudhary, Kamal; Decost, Brian; Major, Lily; Butler, Keith; Thiyagalingam, Jeyan; Tavazza, Francesca
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Recent advances and applications of deep learning methods in materials science深度学习方法在材料科学中的最新进展与应用
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2022-04-05
err407
errOAAI
errChoudhary, Kamal; DeCost, Brian; Chen, Chi; Jain, Anubhav; Tavazza, Francesca; Cohn, Ryan; Park, Cheol Woo; Choudhary, Alok; Agrawal, Ankit; Billinge, Simon J. L.; Holm, Elizabeth; Ong, Shyue Ping; Wolverton, Chris
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Computational Methods for Charge Density Waves in 2D Materials二维材料中电荷密度波的计算方法
errNANOMATERIALS
IF4.3
err2022-02-01
err8
errOAAI
errChowdhury, Sugata; Rigosi, Albert F.; Hill, Heather M.; Vora, Patrick; Hight Walker, Angela R.; Tavazza, Francesca
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Bayesian automated weighting of aggregated DFT, MD, and experimental data for candidate thermodynamic models of aluminum with uncertainty quantification
errMATERIALIA
IF2.9
err2021-12-01
err5
errOAAI
errGabriel, Joshua J.; Paulson, Noah H.; Duong, Thien C.; Becker, Chandler A.; Tavazza, Francesca; Kattner, Ursula R.; Stan, Marius
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Uncertainty Prediction for Machine Learning Models of Material Properties
errACS OMEGA
IF4.3
err2021-11-23
err31
errOAAI
errTavazza, Francesca; DeCost, Brian; Choudhary, Kamal
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Cross-property deep transfer learning framework for enhanced predictive analytics on small materials data
errNATURE COMMUNICATIONS
IF15.7
err2021-11-15
err84
errOAAI
errGupta, Vishu; Choudhary, Kamal; Tavazza, Francesca; Campbell, Carelyn; Liao, Wei-Keng; Choudhary, Alok; Agrawal, Ankit
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High-throughput search for magnetic topological materials using spin-orbit spillage, machine learning, and experiments
errPHYSICAL REVIEW B
IF3.7
err2021-04-16
err34
errOAAI
errChoudhary, Kamal; Garrity, Kevin F.; Ghimire, Nirmal J.; Anand, Naween; Tavazza, Francesca
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The joint automated repository for various integrated simulations (JARVIS) for data-driven materials design用于数据驱动材料设计的各种集成模拟联合自动化存储库 (JARVIS)
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2020-11-12
err257
errOAAI
errChoudhary, Kamal; Garrity, Kevin F.; Reid, Andrew C. E.; DeCost, Brian; Biacchi, Adam J.; Hight Walker, Angela R.; Trautt, Zachary; Hattrick-Simpers, Jason; Kusne, A. Gilad; Centrone, Andrea; Davydov, Albert; Jiang, Jie; Pachter, Ruth; Cheon, Gowoon; Reed, Evan; Agrawal, Ankit; Qian, Xiaofeng; Sharma, Vinit; Zhuang, Houlong; Kalinin, Sergei V.; Sumpter, Bobby G.; Pilania, Ghanshyam; Acar, Pinar; Mandal, Subhasish; Haule, Kristjan; Vanderbilt, David; Rabe, Karin; Tavazza, Francesca
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Enhancing materials property prediction by leveraging computational and experimental data using deep transfer learning (vol 10, 5316, 2019)
errNATURE COMMUNICATIONS
IF15.7
err2020-07-15
err1
errOAAI
errJha, Dipendra; Choudhary, Kamal; Tavazza, Francesca; Liao, Wei-keng; Choudhary, Alok; Campbell, Carelyn; Agrawal, Ankit
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研究方向

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合作学者
合作期刊
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Mercouri G. Kanatzidis
H 指数: 199 · 论文数: 2.8K
D
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A
Adri C. T. van Duin
H 指数: 114 · 论文数: 822
C
Chris Wolverton
H 指数: 111 · 论文数: 1.2K
S
Sergei V. Kalinin
H 指数: 109 · 论文数: 1.6K
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