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Ashna Jose
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Intrinsic spin-dynamical properties of two-dimensional half-metallic ( = Cl, Br, I) ferromagnets: Insight from density functional theory calculations
RK Ghosh, A Jose, G Kumari
Physical Review B 103 (5), 054409, 2021
412021
Regression tree-based active learning
A Jose, JPA de Mendonça, E Devijver, N Jakse, V Monbet, R Poloni
Data Mining and Knowledge Discovery 38 (2), 420-460, 2024
132024
Informative Training Data for Efficient Property Prediction in Metal–Organic Frameworks by Active Learning
A Jose, E Devijver, N Jakse, R Poloni
Journal of the American Chemical Society, 2024
112024
Data-Driven Design of Electroactive Metal-Organic Frameworks
A Jose
2025
Active Learning approaches to Discover Spin-Crossover Metal Organic Frameworks for Carbon Capture
A Jose
Université Grenoble Alpes [2020-....], 2024
2024
Approches d'apprentissage actif pour la découverte de réseaux métallo-organiques à transition de spin pour la capture de CO2
A Jose
Université Grenoble Alpes, 2024
2024
Classification Tree-based Active Learning: A Wrapper Approach
A Jose, E Devijver, MR Amini, N Jakse, R Poloni
http://arxiv.org/abs/2404.09953, 2024
2024
Tree-based Quantile Active Learning for automated discovery of MOFs
A Jose, E Devijver, N Jakse, V Monbet, R Poloni
AI for Accelerated Materials Design-NeurIPS 2023 Workshop, 2023
2023
Privacy in Machine Learning
R Cummings, M Valla, L Nesterenko, T El Ahmad, M Ahmadipour, V Lachi, ...
2022
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