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Attila Cangi — most-cited papers & profile · AI for Science
← authors
·
overview
Attila Cangi
7
papers ·
10
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Machine learning the electronic structure of matter across temperatures
2023 · 6 citations
A Machine-Learning Surrogate Model for ab initio Electronic Correlations at Extreme Conditions
2021 · 2 citations
Predicting electronic structures at any length scale with machine learning
2022 · 1 citations
Physics-enhanced neural networks for equation-of-state calculations
2023 · 1 citations
Inverting the Kohn-Sham equations with physics-informed machine learning
2023
Accelerating Electron Dynamics Simulations through Machine Learned Time Propagators
2024
Materials Learning Algorithms (MALA): Scalable Machine Learning for Electronic Structure Calculations in Large-Scale Atomistic Simulations
2024
Top co-authors
Lenz Fiedler
· 3
Aidan P. Thompson
· 2
Dayton J. Vogel
· 2
Karan Shah
· 2
Normand A. Modine
· 2
Sivasankaran Rajamanickam
· 2
Steve Schmerler
· 2
Timothy J. Callow
· 2
Andrew Rohskopf
· 1
Aurora Pribram-Jones
· 1
Bartosz Brzoza
· 1
Daniel Kotik
· 1
Topics
Physics ML
Materials
Chemistry
Math & Equations