This study shows that integrating multiple machine learning models with optimization and decision‐making improves chemical process design, and that a consensus‐based strategy across models provides more robust and reliable operating recommendations than any single model, especially under limited or noisy data conditions.
Farough Agin +2 more
wiley +1 more source
Novel Waste-Derived Cu-Zn/Zeolite A Catalyst for Ethanol Dehydrogenation to Highly Selective Acetaldehyde. [PDF]
Sukchit D +13 more
europepmc +1 more source
Role of Lewis centres on ethanol dehydrogenation over the Cu‐Cr/γ‐Al2O3 system
Cu–Cr interactions on alumina enhance Lewis acid site density, boosting selectivity towards ethanol dehydrogenation products. Soft coke formation on copper and Cu–Cr sites drives deactivation, shifting the reaction towards unwanted dehydration products.
Sakun Preedavijitkul +7 more
wiley +1 more source
Continuous Synthesis of Optimized Ni<sub>3</sub>(HITP)<sub>2</sub> With Broad Spectrum of Morphologies via Automated Microfluidic Ammonia Manipulation Platform. [PDF]
Zhao J +5 more
europepmc +1 more source
Experimental methods in chemical engineering: Temperature‐programmed oxidation—TPO
Abstract Temperature‐programmed oxidation (TPO) probes the oxidative capacity and redox properties of solid materials—catalysts, metal oxides, perovskites, and carbonaceous deposits. It identifies coke type, distribution, and reactivity. TPO instruments pass an oxidizing gas (diluted O2$$ {\mathrm{O}}_2 $$, air, or less commonly N2O$$ {\mathrm{N}}_2 ...
Gholamreza Roohollahi +7 more
wiley +1 more source
Modular synthesis of trisubstituted olefins and 1,3-dienes from renewable alcohols via ligand-enabled nickel catalysis. [PDF]
Ghosh A, Purushotam, Li CJ, Banerjee D.
europepmc +1 more source
Catalytic Hydrothermal Liquefaction of Polyethylene With Pt/C to Tune Product Selectivity
Pt/C‐catalyzed hydrothermal liquefaction of polyethylene in supercritical water enables time‐dependent control of product selectivity, producing paraffin‐rich oils at shorter reaction times and aromatic‐enriched products at longer times without external hydrogen. ABSTRACT Hydrothermal liquefaction (HTL) represents a promising thermochemical pathway for
Taofeng Lu, Wan‐Ting Chen
wiley +1 more source
Mechanistic Insights into MoS<sub>2</sub> Functionalization via Thiol Groups of 4-Aminothiophenol. [PDF]
Azpeitia J +6 more
europepmc +1 more source
Sustainable hydrogen production can be obtained from hydogen‐rich biomass‐derived organic molecules through Acceptorless Dehydrogenation (AD) reactions. Glycerol and sugars are available in large quantities from industry and can be successfully used as substrates in AD protocols, in the presence of tailored, selective, easily tunable and thermally ...
Sylwia Kostera, Luca Gonsalvi
wiley +1 more source
Mechanistic Understanding of Nickel Catalyzed Urea Oxidation Reaction to Cyanate and Nitrite. [PDF]
Shim KI, Kim J, Kim M, Cho K, Han JW.
europepmc +1 more source

