Adem R.N. Aouichaoui

Combining Group-Contribution Concept and Graph Neural Networks Toward Interpretable Molecular Property Models

Adem R.N. Aouichaoui, Fan Fan, Seyed Soheil Mansouri et al. · Journal of Chemical Information and Modeling · 2023 · 45 citations · Full text

Natural Sciences, Chemistry, Computational Chemistry +16

Uncertainty estimation in deep learning‐based property models: Graph neural networks applied to the critical properties

Adem R.N. Aouichaoui, Seyed Soheil Mansouri, Jens Abildskov et al. · AIChE Journal · 2022 · 26 citations · Full text

Computing, Chemistry, Computer Science +17

Application of interpretable group-embedded graph neural networks for pure compound properties

Adem R.N. Aouichaoui, Fan Fan, Jens Abildskov et al. · Computers & Chemical Engineering · 2023 · 25 citations · Full text

Natural Sciences, Chemical Engineering, Chemistry +17

Navigating industry 4.0 and 5.0: the role of hybrid modelling in (bio)chemical engineering’s digital transition

Carina L. Gargalo, Alina Anamaria Malanca, Adem R.N. Aouichaoui et al. · Frontiers in Chemical Engineering · 2024 · 25 citations · Full text

Engineering, Biological Engineering, Chemical Engineering +15