Jean-Claude Crivello

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 6

Top Topics

Incremental Learning

Accurate Models

Top Venues

J. Chem. Inf. Model.

AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering

Publications

Arsen Sultanov, Jean-Claude Crivello, Tabea Rebafka, Nataliya Sokolovska
Data-Driven Score-Based Models for Generating Stable Structures with Adaptive Crystal Cells. J. Chem. Inf. Model. 63 (22) (2023)
Arsen Sultanov, Jean-Claude Crivello, Tabea Rebafka, Nataliya Sokolovska
Data-Driven Score-Based Models for Generating Stable Structures with Adaptive Crystal Cells. CoRR (2023)
Asma Atamna, Nataliya Sokolovska, Jean-Claude Crivello
A Principled Approach to Analyze Expressiveness and Accuracy of Graph Neural Networks. IDA (2020)
Jean-Claude Crivello, Nataliya Sokolovska, Jean-Marc Joubert
Supervised deep learning prediction of the formation enthalpy of the full set of configurations in complex phases: the σ-phase as an example. CoRR (2020)
Asma Nouira, Nataliya Sokolovska, Jean-Claude Crivello
CrystalGAN: Learning to Discover Crystallographic Structures with Generative Adversarial Networks. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (2019)
Asma Nouira, Jean-Claude Crivello, Nataliya Sokolovska
CrystalGAN: Learning to Discover Crystallographic Structures with Generative Adversarial Networks. CoRR (2018)