Attila Cangi - Publications, H-index & Citations

Attila Cangi

Center for Advanced Systems Understanding

20H指数

146论文数

1.2K被引数

收录论文 32

发表时间

Materials Learning Algorithms (MALA): Scalable machine learning for electronic structure calculations in large-scale atomistic simulations Materials Learning Algorithms (MALA): 可扩展机器学习方法，用于大规模原子模拟中的电子结构计算

COMPUTER PHYSICS COMMUNICATIONS

IF3.4

2025-06-06

OAAI

Cangi, Attila; Fiedler, Lenz; Brzoza, Bartosz; Shah, Karan; Callow, Timothy J.; Kotik, Daniel; Schmerler, Steve; Barry, Matthew C.; Goff, James M.; Rohskopf, Andrew; Vogel, Dayton J.; Modine, Normand; Thompson, Aidan P.; Rajamanickam, Sivasankaran

Strong geometry dependence of the x-ray Thomson scattering spectrum in single crystal silicon X射线汤普森散射光谱在单晶硅中表现出强烈的几何依赖性。

ELECTRONIC STRUCTURE

IF2.4

2025-04-04

OAAI

Gawne, Thomas; Moldabekov, Zhandos A.; Humphries, Oliver S.; Appel, Karen; Baehtz, Carsten; Bouffetier, Victorien; Brambrink, Erik; Cangi, Attila; Crepisson, Celine; Goede, Sebastian; Konopkova, Zuzana; Makita, Mikako; Mishchenko, Mikhail; Nakatsutsumi, Motoaki; Randolph, Lisa; Schwalbe, Sebastian; Vorberger, Jan; Zastrau, Ulf; Dornheim, Tobias; Preston, Thomas R.

Strong geometry dependence of the x-ray Thomson scattering spectrum in single crystal silicon 单晶硅中X射线湍森散射光谱具有强烈的几何依赖性

Electronic Structure

IF2.4

2025-04-04

PREAI

Thomas Gawne; Zhandos A Moldabekov; Oliver S Humphries; Karen Appel; Carsten Baehtz; Victorien Bouffetier; Erik Brambrink; Attila Cangi; Celine Crépisson; Sebastian Göde; Zuzana Konôpková; Mikako Makita; Mikhail Mishchenko; Motoaki Nakatsutsumi; Lisa Randolph; Sebastian Schwalbe; Jan Vorberger; Ulf Zastrau; Tobias Dornheim; Thomas R Preston

Probing iron in Earth's core with molecular-spin dynamics 用分子自旋动力学探测地球核心中的铁

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2024-12-12

OAAI

Nikolov, Svetoslav; Ramakrishna, Kushal; Rohskopf, Andrew; Lokamani, Mani; Tranchida, Julien; Carpenter, John; Cangi, Attila; Mao, Ho-kwang

Bridging the gap in electronic structure calculations via machine learning

NATURE COMPUTATIONAL SCIENCE

IF18.3

2024-10-10

PREAI

Cangi, Attila

Ultrahigh resolution x-ray Thomson scattering measurements at the European X-ray Free Electron Laser

PHYSICAL REVIEW B

IF3.7

2024-06-12

OAAI

Gawne, Thomas; Moldabekov, Zhandos A.; Humphries, Oliver S.; Appel, Karen; Baehtz, Carsten; Bouffetier, Victorien; Brambrink, Erik; Cangi, Attila; Goede, Sebastian; Konopkova, Zuzana; Makita, Mikako; Mishchenko, Mikhail; Nakatsutsumi, Motoaki; Ramakrishna, Kushal; Randolph, Lisa; Schwalbe, Sebastian; Vorberger, Jan; Wollenweber, Lennart; Zastrau, Ulf; Dornheim, Tobias; Preston, Thomas R.

Machine learning-driven structure prediction for iron hydrides

PHYSICAL REVIEW MATERIALS

IF3.4

2024-03-21

OAAI

Tahmasbi, Hossein; Ramakrishna, Kushal; Lokamani, Mani; Cangi, Attila

Inverting the Kohn-Sham equations with physics-informed machine learning

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-03-19

OAAI

Martinetto, Vincent; Shah, Karan; Cangi, Attila; Pribram-Jones, Aurora

Physics-enhanced neural networks for equation-of-state calculations

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2023-12-18

OAAI

Callow, Timothy J.; Nikl, Jan; Kraisler, Eli; Cangi, Attila

Ab initio insights on the ultrafast strong-field dynamics of anatase TiO2

PHYSICAL REVIEW B

IF3.7

2023-11-27

PREAI

Lal, S. B. Sruthil; Lokamani; Ramakrishna, Kushal; Cangi, Attila; Murali, D.; Posselt, Matthias; Devi, Assa Aravindh Sasikala; Sharan, Alok

Predicting electronic structures at any length scale with machine learning

NPJ COMPUTATIONAL MATERIALS

IF11.9

2023-06-27

OAAI

Fiedler, Lenz; Modine, Normand A. A.; Schmerler, Steve; Vogel, Dayton J. J.; Popoola, Gabriel A. A.; Thompson, Aidan P. P.; Rajamanickam, Sivasankaran; Cangi, Attila

Electrical conductivity of iron in Earth?s core from microscopic Ohm?s law

PHYSICAL REVIEW B

IF3.7

2023-03-14

OAAI

Ramakrishna, Kushal; Lokamani, Mani; Baczewski, Andrew; Vorberger, Jan; Cangi, Attila

Assessing the accuracy of hybrid exchange-correlation functionals for the density response of warm dense electrons

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2023-03-02

OAAI

Moldabekov, Zhandos A.; Lokamani, Mani; Vorberger, Jan; Cangi, Attila; Dornheim, Tobias

A shallow hybrid classical-quantum spiking feedforward neural network for noise-robust image classification 用于噪声鲁棒图像分类的浅混合经典-量子脉冲前馈神经网络

APPLIED SOFT COMPUTING

IF6.6

2023-03-01

PREAI

Konar, Debanjan; Das Sarma, Aditya; Bhandary, Soham; Bhattacharyya, Siddhartha; Cangi, Attila; Aggarwal, Vaneet

Improved calculations of mean ionization states with an average-atom model

PHYSICAL REVIEW RESEARCH

IF4.2

2023-01-26

OAAI

Callow, Timothy J.; Kraisler, Eli; Cangi, Attila

Training-free hyperparameter optimization of neural networks for electronic structures in matter 用于物质中电子结构的神经网络的无训练超参数优化

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2022-10-28

OAAI

Fiedler, Lenz; Hoffmann, Nils; Mohammed, Parvez; Popoola, Gabriel A.; Yovell, Tamar; Oles, Vladyslav; Ellis, J. Austin; Rajamanickam, Sivasankaran; Cangi, Attila

Accelerating equilibration in first-principles molecular dynamics with orbital-free density functional theory

PHYSICAL REVIEW RESEARCH

IF4.2

2022-10-17

OAAI

Fiedler, Lenz; Moldabekov, Zhandos A.; Shao, Xuecheng; Jiang, Kaili; Dornheim, Tobias; Pavanello, Michele; Cangi, Attila

Ab initio study of shock-compressed copper

PHYSICAL REVIEW B

IF3.7

2022-08-11

OAAI

Schoerner, Maximilian; Witte, Bastian B. L.; Baczewski, Andrew D.; Cangi, Attila; Redmer, Ronald