DNN Surrogate-Assisted Multi-Objective Optimization for Inverse Process Design of SBS-Modified Asphalt Gels. [PDF]
Wu Z +5 more
europepmc +1 more source
Navigating Carbon Accounting in Manufacturing From Compliance to Decarbonisation
ABSTRACT Carbon accounting is increasingly mandated in manufacturing; however, its implementation remains fragmented between corporate reporting and product‐level assessments, limiting its effectiveness for decarbonisation. This study analyses the regulatory landscape in the United Kingdom and the European Union, identifying a structural misalignment ...
Natanael Bolson +3 more
wiley +1 more source
Fractals, Wealth Distributions, and Non-Euclidean Geometry: Quadrant Lorenz Curves. [PDF]
Eliazar I.
europepmc +1 more source
Optimization of 3D‐Printed Structured Packings—Current State and Future Developments
This paper gives an overview about structured packing development for distillation, surveying heuristic development cycles, computational fluid dynamics simulations, and additive manufacturing techniques. The emerging application of shape optimization to improve packings is emphasized, and its benefits, impact, and limitations are discussed.
Dennis Stucke +3 more
wiley +1 more source
Multi-Endpoint Prediction of Bioactivity and ADMET Properties Coupled with Multi-Objective Optimization in Molecular Descriptor Space for Candidate ERα Antagonists. [PDF]
Cui Y, Qiao Y, Ren H, Qiu L.
europepmc +1 more source
Abstract This work presents a simplified extended‐batch adsorber analogue model (e‐BAAM) to quantify key performance metrics such as purity, recovery, and energy trends for various pressure swing adsorption (PSA) process cycles for CO2$$ {\mathrm{CO}}_2 $$ capture.
Gwyneth Liske, Arvind Rajendran
wiley +1 more source
<b>pared</b>: model selection using multi-objective optimization. [PDF]
Das P, Robinson S, Peterson CB.
europepmc +1 more source
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
Multi-objective deep deterministic policy gradient for cobot trajectory planning in automotive spot welding. [PDF]
Omarov B.
europepmc +1 more source
Review of CFD modelling techniques for single‐phase and multiphase flow in static mixers
This review synthesizes computational fluid dynamics (CFD) approaches for static mixers, linking hydrodynamics to pressure drop, particle/droplet distributions, mixing metrics, and heat‐transfer performance to guide modelling choices and design decisions. Abstract Static mixers enable compact and low‐energy intensification.
Jussan Jaeger +7 more
wiley +1 more source

