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Jean-Claude Crivello

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2020 – today

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2023
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  - journals/jcisd/SultanovCRS23
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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): 6986-6997 (2023)
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  - journals/corr/abs-2310-10695
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Arsen Sultanov, Jean-Claude Crivello, Tabea Rebafka, Nataliya Sokolovska:
Data-Driven Score-Based Models for Generating Stable Structures with Adaptive Crystal Cells. CoRR abs/2310.10695 (2023)
2020
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Asma Atamna, Nataliya Sokolovska, Jean-Claude Crivello:
A Principled Approach to Analyze Expressiveness and Accuracy of Graph Neural Networks. IDA 2020: 27-39
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  - journals/corr/abs-2011-10883
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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 abs/2011.10883 (2020)

2010 – 2019

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2019
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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
2018
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Asma Nouira, Jean-Claude Crivello, Nataliya Sokolovska:
CrystalGAN: Learning to Discover Crystallographic Structures with Generative Adversarial Networks. CoRR abs/1810.11203 (2018)

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