938 citations · 981 across the 3 of their papers we have counts for
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Combining genetic algorithm and compressed sensing for features and operators selection in symbolic regression
Aliaksei Mazheika, Sergey V. Levchenko, Luca M. Ghiringhelli
Symbolic-inference methods have recently found a broad application in materials science. In particular, the Sure-Independence Screening and Sparsifying Operator (SISSO) performs sy…
Towards a Common Format for Computational Material Science Data
Luca M. Ghiringhelli, Christian Carbogno, Sergey Levchenko +5
Information and data exchange is an important aspect of scientific progress. In computational materials science, a prerequisite for smooth data exchange is standardization, which m…
Efficient ab initio schemes for finding thermodynamically stable and metastable atomic structures: Benchmark of cascade genetic algorithms
Saswata Bhattacharya, Sergey V. Levchenko, Luca M. Ghiringhelli +1
A first-principles based methodology for efficiently and accurately finding thermodynamically stable and metastable atomic structures is introduced and benchmarked. The approach is…