Papers citing Machine learning approach for elucidating and predicting the role of synthesis parameters on the shape and size of TiO2 nanoparticles
Range-aware Bayesian optimization for discovering diverse designs within target property windows
Digital Discovery · 2026-01-01
Shengli Jiang, Jason Wu, Charles M. Schroeder, Michael A. Webb
Read original paper ↗ ·Engineering Design Strategies for Boosting Photocatalytic Activity: Theory-to-Data-Driven Perspective
Materials · 2026-04-07
Wilian Jesús Pech-Rodríguez, Nihat Ege Şahin, G. G. Suarez-Velázquez
Read original paper ↗ ·Integrating Machine Learning and Life Cycle Assessment for Fehling-Inspired Sustainable Synthesis of Cu 2 O Nanowires and ML-Guided Design of Metal Oxide Nanorods
ACS Applied Nano Materials · 2026-04-14
Soline Beitone, Jean-Luc Parouty, Céline Ternon, Damien Evrard, David Riassetto
Read original paper ↗ ·Carbon quantum dots from waste and biomass for water treatment: A review on nanomaterials AI-enhanced synthesis and characterization
Journal of environmental chemical engineering · 2026-05-06
Eya Ben Khamsa, Sana Kordoghli, Lydia E. Fryda, Noujoud Smiti, Féthi Zagrouba, Abdoulaye Kane, Farid Fadhillah, Fekri Abdulraqeb Ali, Aymen Amine Assadi, Abdeltif Amrane, Ahmed Amine Azzaz
Read original paper ↗ ·Photothermal conversion efficiency of saline nanofluids: coupled effects of Fe3O4 nanoparticle mass fraction and salinity revealed by response surface and random forest modeling
Frontiers in Chemistry · 2026-07-13
Xiaojun Guo, J J Liu, Zhiming Wu, Longjie Wang, Da Lin, Wenfeng Xiao, Xiao Song, Qianzhuo Zhu, Yuanzhang Zhao, Yichuan Luo, Zhuangzhuang Jia
Read original paper ↗ ·From natural-extract variability to reproducible nanomaterials: AI-QbD strategies for green synthesis from agro-food waste
Progress in Materials Science · 2026-08-28
Jennifer Gubitosa, Vito Rizzi, Paola Fini, Pinalysa Cosma
Read original paper ↗ ·The TiO₂ antimicrobial roadmap: advancing synthesis paradigms, machine learning integration, and next-generation disinfection
Next Materials · 2026-09-08
Hamid Kazemi Hakki, Mohammad Bagher Kamali Aghdam
Read original paper ↗ ·Charge separation versus charge utilization in TiO2/rGO photocatalysts: opposite effects on phenol degradation and hydrogen evolution
Applied Surface Science · 2026-09-25
Elena Corrao, Meriem Gouasmi, Fabrizio Sordello, Vasile‐Dan Hodoroaba, Jörg Radnik, Eugenio Alladio, Valter Maurino, Francesco Pellegrino
Read original paper ↗ ·