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G
Ghanshyam Pilania
Los Alamos National Laboratory
41
H指数
173
论文数
8.3K
被引数
0
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82
发表时间
发表时间
IF
被引数
A new interatomic potential for mixed Mg-Al-Ga-In spinels
混合mg-al-ga-in尖晶石的新原子间势
Computational Materials Science
IF
3.3
2026-01-15
0
PRE
AI
Michael J.D. Rushton; Michael W.D. Cooper; Ghanshyam Pilania; Blas P. Uberuaga
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Best of Both Worlds: Enforcing Detailed Balance in Machine Learning Models of Transition Rates
两全其美:在机器学习模型的转移率中强制实施细致平衡
Computer Physics Communications
IF
3.4
2025-07-15
0
PRE
AI
Anjana Anu Talapatra; Anup Pandey; Matthew S. Wilson; Ying Wai Li; Ghanshyam Pilania; Blas Pedro Uberuaga; Danny Perez
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Design of functional and sustainable polymers assisted by artificial intelligence
人工智能辅助的功能性可持续聚合物设计
NATURE REVIEWS MATERIALS
IF
86.2
2024-08-19
3
PRE
AI
Tran, Huan; Gurnani, Rishi; Kim, Chiho; Pilania, Ghanshyam; Kwon, Ha-Kyung; Lively, Ryan P.; Ramprasad, Rampi
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Toward a Predictive Understanding of Cyanobacterial Harmful Algal Blooms through AI Integration of Physical, Chemical, and Biological Data
通过人工智能整合物理、化学和生物数据,对蓝藻有害藻华的预测性理解
ACS ES&T WATER
IF
4.3
2023-11-30
8
OA
AI
Marrone, Babetta L.; Banerjee, Shounak; Talapatra, Anjana; Gonzalez-Esquer, C. Raul; Pilania, Ghanshyam
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Thermodynamic Stability and Anion Ordering of Perovskite Oxynitrides
CHEMISTRY OF MATERIALS
IF
7
2023-07-19
15
OA
AI
Young, Samuel D. D.; Chen, Jiadong; Sun, Wenhao; Goldsmith, Bryan R. R.; Pilania, Ghanshyam
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Band gap predictions of double perovskite oxides using machine learning
基于机器学习的双钙钛矿氧化物带隙预测
COMMUNICATIONS MATERIALS
IF
9.6
2023-06-10
21
OA
AI
Talapatra, Anjana; Uberuaga, Blas Pedro; Stanek, Christopher Richard; Pilania, Ghanshyam
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Thermodynamics of phase stability and disorder in Inter-Lanthanide ternary ABO3 oxides from first principles
MATERIALS & DESIGN
IF
7.9
2023-04-01
2
OA
AI
Kocevski, V.; Pilania, G.; Uberuaga, B. P.
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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
PHYSICAL REVIEW MATERIALS
IF
3.4
2023-01-31
23
OA
AI
Choudhary, Kamal; Garrity, Kevin F.; Hartman, Steven T.; Pilania, Ghanshyam; Tavazza, Francesca
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Bioplastic design using multitask deep neural networks
COMMUNICATIONS MATERIALS
IF
9.6
2022-12-03
26
OA
AI
Kuenneth, Christopher; Lalonde, Jessica; Marrone, Babetta L. L.; Iverson, Carl N. N.; Ramprasad, Rampi; Pilania, Ghanshyam
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Physics-informed Machine Learning for Modeling Turbulence in Supernovae
ASTROPHYSICAL JOURNAL
IF
5.4
2022-11-16
6
OA
AI
Karpov, Platon I.; Huang, Chengkun; Sitdikov, Iskandar; Fryer, Chris L.; Woosley, Stan; Pilania, Ghanshyam
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Defect thermodynamics in spinel oxides leading to plasmonic behavior
JOURNAL OF PHYSICS AND CHEMISTRY OF SOLIDS
IF
4.9
2022-09-01
2
OA
AI
Hartman, Steven T.; Pilania, Ghanshyam
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Metal Oxynitrides for the Electrocatalytic Reduction of Nitrogen to Ammonia
JOURNAL OF PHYSICAL CHEMISTRY C
IF
3.2
2022-08-03
20
OA
AI
Young, Samuel D.; Ceballos, Bianca M.; Banerjee, Amitava; Mukundan, Rangachary; Pilania, Ghanshyam; Goldsmith, Bryan R.
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Recent advances in computational materials design: methods, applications, algorithms, and informatics
JOURNAL OF MATERIALS SCIENCE
IF
3.9
2022-06-11
8
OA
AI
Pilania, Ghanshyam; Goldsmith, Bryan R.; Yoon, Mina; Dongare, Avinash M.
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A first-principles investigation of nitrogen reduction to ammonia on zirconium nitride and oxynitride surfaces
JOURNAL OF MATERIALS SCIENCE
IF
3.9
2022-06-01
11
PRE
AI
Banerjee, Amitava; Ceballos, Bianca M.; Kreller, Cortney; Mukundan, Rangachary; Pilania, Ghanshyam
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Machine learning in nuclear materials research
核材料研究中的机器学习
CURRENT OPINION IN SOLID STATE & MATERIALS SCIENCE
IF
13.4
2022-04-01
47
OA
AI
Morgan, Dane; Pilania, Ghanshyam; Couet, Adrien; Uberuaga, Blas P.; Sun, Cheng; Li, Ju
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Effect of lattice strain on magnetism in epitaxial YCrO3 films
MATERIALS RESEARCH LETTERS
IF
7.9
2022-01-08
5
OA
AI
Paudel, Binod; Sharma, Yogesh; Derby, Benjamin K.; Pilania, Ghanshyam; Schneider, Matthew M.; Jones, Andrew C.; Nakotte, Heinz; Pettes, Michael T.; Chen, Aiping
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Strong Zeeman splitting in orbital-hybridized valleytronic interfaces
JOURNAL OF MATERIALS SCIENCE
IF
3.9
2022-01-03
1
OA
AI
Hartman, Steven T.; Pilania, Ghanshyam
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Strong Purcell enhancement at telecom wavelengths afforded by spinel Fe3O4 nanocrystals with size-tunable plasmonic properties
NANOSCALE HORIZONS
IF
6.6
2022-01-01
2
OA
AI
Dolgopolova, Ekaterina A.; Li, Dongfang; Hartman, Steven T.; Watt, John; Rios, Carlos; Hu, Juejun; Kukkadapu, Ravi; Casson, Joanna; Bose, Riya; Malko, Anton, V; Blake, Anastasia, V; Ivanov, Sergei; Roslyak, Oleksiy; Piryatinski, Andrei; Htoon, Han; Chen, Hou-Tong; Pilania, Ghanshyam; Hollingsworth, Jennifer A.
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Machine learning elastic constants of multi-component alloys
多元合金弹性常数的机器学习
COMPUTATIONAL MATERIALS SCIENCE
IF
3.3
2021-10-01
46
OA
AI
Revi, Vivek; Kasodariya, Saurabh; Talapatra, Anjana; Pilania, Ghanshyam; Alankar, Alankar
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Perovskite oxynitrides as tunable materials for electrocatalytic nitrogen reduction to ammonia
TRENDS IN CHEMISTRY
IF
13.6
2021-09-01
7
OA
AI
Young, Samuel D.; Banerjee, Amitava; Pilania, Ghanshyam; Goldsmith, Bryan R.
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研究方向
暂时未获取到该数据
合作学者
合作期刊
李菊英
(Ju Li)
H 指数: 147 · 论文数: 1.3K
D
David Vanderbilt
H 指数: 118 · 论文数: 607
S
Sergei V. Kalinin
H 指数: 109 · 论文数: 1.6K
S
S. E. Woosley
H 指数: 98 · 论文数: 711
B
Bobby G. Sumpter
H 指数: 86 · 论文数: 922
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