Indian Institute of Petroleum

Optimization of processing parameters to improve ductile-to-brittle transition of low-carbon structural steel

Literature-derived dataset comprising nine compositional variants of Nb-microalloyed ferrite–pearlite HSLA steels (0.08–0.14 wt% C) was used to model Charpy impact behavior. A data-driven framework integrating evolutionary machine learning (EvoNN and EvoDN2) with multi-objective...

Circular Resource Utilization of Waste-Derived Carbon Nano-Onions for Industry-Optimized Dye Removal via Response Surface Methodology

Abstract Challenges persist in the low-cost, effective, and environmentally friendly elimination of diverse and complex contaminants from wastewater. Herein, green-synthesized carbon nano-onions (CNOs) are employed as a high-performance adsorbent to remove Rhodamine B from wastew...