Predicting dimensional fidelity of FDM-fabricated PETG and TPU microchannels using Takagi-Sugeno fuzzy neural networks

Flash Joule heating synthesis of water hyacinth-derived graphene-like carbon for efficient Cr (III) removal: Integrated batch, fluidized bed, and artificial neural network modeling approach

A. S. K. Janabi, H. Abdul-Hameed, Ahmed Y. Radeef, Duaa Tawfeeq Jassim albaiaty, Sajjad Ali Mahmood Alkaabi

Autonomous laboratories for sustainable nanomaterials discovery

Aarti Jathar, Beena Nawghare, Ketankumar A. Ganure

Autonomous nanomaterials discovery is rapidly transforming conventional trial-and-error experimentation into intelligent closed-loop scientific ecosystems that integrate artificial intelligence (AI), robotics-assisted experimentation, autonomous characterization, and cyber–physic…Read more

Predictive modelling of surface and wetting behaviour in diamond-reinforced zinc coatings using machine learning

S. Awasthi, Lokesh Kumar, Ashish Goyal

Ensemble machine learning models for predicting mechanical properties of epoxy-based nanocomposites

O. Pastukh, Andrii Buketov, O. Totosko, Vitaliy Sotsenko, E. Appazov, Yuriy Petrov, et al.

Effect of tensile testing parameters on the mechanical performance of Poulsenia Armata fiber cloth: Experimental analysis and machine learning modeling

Germán Omar Barrionuevo, Wilson Navas-Pinto, Xavier Sánchez-Sánchez, M. Zylberberg, D. Cree

Machine learning-guided process optimization of MIAB welding for load-bearing ferrous tube structures

Mukti Chaturvedi, A. S, Ashraff Ali K.S.