CodeRefine: A Pipeline for Enhancing LLM-Generated Code Implementations of Research Papers. - Ekaterina Trofimova; Emil Sataev; Abhijit Singh Jowhari (CoRR, 2024)

Predicting ionic conductivity in solids from the machine-learned potential energy landscape. - Artem Maevskiy; Alexandra Carvalho; Emil Sataev; Volha Turchyna; Keian Noori; Aleksandr Rodin; A. H. Castro Neto; Andrey Ustyuzhanin (CoRR, 2024)

Linguacodus: a synergistic framework for transformative code generation in machine learning pipelines. - Ekaterina Trofimova; Emil Sataev; Andrey Ustyuzhanin (PeerJ Comput. Sci., 2024)

ML2B: Multi-Lingual ML Benchmark For AutoML. - Ekaterina Trofimova; Zosia Shamina; Maria Selifanova; Artem Zaitsev; Remi Savchuk; Maxim Minets; Daria Ozerova; Emil Sataev; Denis Zuenko; Andrey E. Ustyuzhanin (CoRR, 2025)