Dmytro Antypov

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Prediction Accuracy

Scientific Discovery

Structural Properties

Top Venues

Publications

Michael Moran, Vladimir V. Gusev, Michael W. Gaultois, Dmytro Antypov, Matthew J. Rosseinsky
Establishing Deep InfoMax as an effective self-supervised learning methodology in materials informatics. CoRR (2024)
Vladimir V. Gusev, Duncan Adamson, Argyrios Deligkas, Dmytro Antypov, Christopher M. Collins, Piotr Krysta, Igor Potapov, George R. Darling, Matthew S. Dyer, Paul G. Spirakis, Matthew J. Rosseinsky
Optimality guarantees for crystal structure prediction. Nat. 619 (7968) (2023)
Andrij Vasylenko, Dmytro Antypov, Vladimir V. Gusev, Michael W. Gaultois, Matthew S. Dyer, Matthew J. Rosseinsky
Element selection for functional materials discovery by integrated machine learning of atomic contributions to properties. CoRR (2022)
Dmytro Antypov, Argyrios Deligkas, Vladimir V. Gusev, Matthew J. Rosseinsky, Paul G. Spirakis, Michail Theofilatos
Crystal Structure Prediction via Oblivious Local Search. CoRR (2020)
Dmytro Antypov, Argyrios Deligkas, Vladimir V. Gusev, Matthew J. Rosseinsky, Paul G. Spirakis, Michail Theofilatos
Crystal Structure Prediction via Oblivious Local Search. SEA (2020)