Basic Concepts and Tools of Artificial Intelligence in Polymer Science

Khalid Ferji*

Polymer Chemistry, vol. 16, 2025, pp. 2457-2470

Binary-Stabilized Morphological Control of Cationic Oligochitosan Nano-Objects in Polymerization-Induced Self-Assembly

Jihad Oumerri, Wan Nurhidayah Wan Hanaffi, Hicham Qayouh, A. Arteni, Mohammed Lahcini, J. Six, K. Ferji*

ACS Applied Polymer Materials, vol. 7(15), 2025, pp. 10318–10325

DetectNano: deep learning detection in TEM images for high-throughput nanostructure characterization.

K. Ferji*

Nanoscale, vol. 17, 2025, pp. 18777-18786

Neural Network-Driven Exploration in Polymerization-Induced Self-Assembly: From 2D to 3D Pseudo-Phase Diagram

Erika Paola Fonseca Parra, Jihad Oumerri, A. Arteni, J. Six, S. Armes, K. Ferji*

Macromolecules, vol. 58(1), 2025, pp. 61–73

Shedding Light on Surfactant-Free Emulsion Polymerization

Erika Paola Fonseca Parra, J. Six, K. Ferji*

Polymer Chemistry, vol. 16, 2025, pp. 994-1002

Visible-Light-Driven PET-RAFT Emulsion PISA of Biobased Graft Copolymers Toward Spherical Nanoparticle Formulation.

Niang Saye, Jihad Oumerri, A. Arteni, J. Six, K. Ferji*

Macromolecular rapid communications, 2025, pp. e00412

One-pot Formulation of Cationic Oligochitosan Coated Nanoparticles via Photo- Polymerization Induced Self-Assembly.

Jihad Oumerri, Hicham Qayouh, A. Arteni, J. Six, Mohammed Lahcini, K. Ferji*

ChemPhysChem, 2024, pp. e202400291

Progress in Aqueous Dispersion RAFT PISA

D. Ikkene, J. Six, K. Ferji*

European Polymer Journal, 2023, p. 111848

Multicompartment Vesicles: A Key Intermediate Structure in Polymerization-Induced Self-Assembly of Graft Copolymers

D. Ikkene, A. Arteni, Claire Boulogne, J. Six, K. Ferji*

Macromolecules, vol. 55(11), 2022, pp. 4268–4275

Dextran-Coated Latex Nanoparticles via Photo-RAFT Mediated Polymerization Induced Self-Assembly

Valeria Lizeth Romero Castro, Brahim Nomeir, A. Arteni, Malika Ouldali, J. Six, K. Ferji*

Polymers, 2021

Direct Access to Polysaccharide-Based Vesicles with a Tunable Membrane Thickness in a Large Concentration Window via Polymerization-Induced Self-Assembly.

D. Ikkene, A. Arteni, Malika Ouldali, G. Francius, A. Brûlet, J. Six, K. Ferji*

Biomacromolecules, vol. 22(7), 2021, pp. 3128–3137

Mechanistic Insights into Oxygen Tolerance of Graphitic Carbon Nitride-Mediated Heterogeneous Photoinduced Electron Transfer-Reversible Addition Fragmentation Chain Transfer Polymerization

Erika Paola Fonseca Parra, B. Chouchene, J. Six, R. Schneider, K. Ferji*

ACS Applied Polymer Materials, vol. 3(7), 2021, pp. 3649–3658

Self-assembly of amphiphilic copolymers containing polysaccharide: PISA versus nanoprecipitation, and the temperature effect

D. Ikkene, A. Arteni, Malika Ouldali, J. Six, K. Ferji*

Polymer Chemistry, vol. 11, 2020, pp. 4729-4740

Synthesis of dextran-based chain transfer agent for RAFT-mediated polymerization and glyco-nanoobjects formulation.

D. Ikkene, A. Arteni, Heliang Song, H. Laroui, J. Six, K. Ferji*

Carbohydrate Polymers, 2020, p. 115943

Synthesis of Thermoresponsive Copolymers with Tunable UCST-Type Phase Transition Using Aqueous Photo-RAFT Polymerization.

Pattida Lertturongchai, M. Ibrahim, A. Durand, P. Sunintaboon, K. Ferji*

Macromolecular rapid communications, 2020

Tear of lipid membranes by nanoparticles.

M. Er-Rafik*, K. Ferji*, J. Combet, Olivier Sandre, S. Lecommandoux, M. Schmutz, J. Meins, C. Marques

Soft Matter, vol. 18, 2020, pp. 3318-3322

Effect of Tertiary Amines on the Photoinduced Electron Transfer-Reversible Addition–Fragmentation Chain Transfer (PET-RAFT) Polymerization

Brahim Nomeir, O. Fabre, K. Ferji*

Macromolecules, vol. 52(18), 2019, pp. 6898–6903

Polymerization induced self-assembly: an opportunity toward the self-assembly of polysaccharide-containing copolymers into high-order morphologies

J. Six, K. Ferji*

Polymer Chemistry, vol. 10, 2019, pp. 45-53

In situ glyco-nanostructure formulation via photo-polymerization induced self-assembly

K. Ferji*, P. Venturini, F. Cleymand, C. Chassenieux, J. Six

Polymer Chemistry, vol. 9, 2018, pp. 2868-2872