Results 261 to 270 of about 2,735,316 (329)

Route optimization for urban hazardous materials transportation under time-varying road networks. [PDF]

PLoS One
Li H.
europepmc   +1 more source

Symbolic Regression and Multi‐Objective Optimization of the Flory–Huggins Interaction Parameter for Hydrogels

Advanced Engineering Materials, Volume 28, Issue 20, 21 October 2026.
We develop a data‐driven method to derive the mathematical expressions of the Flory–Huggins interaction parameter χ for the swelling behavior of temperature–responsive hydrogels. Starting from initial assumptions of χ, our workflow combines Bayesian optimization, Flory–Rehner theory, and symbolic regression to generate candidate χ expressions.
Yawen Wang, Adrian Ehrenhofer, Thomas Wallmersperger   +2 more
wiley   +1 more source

Penalization method to convert Bayesian optimization methods into batch multi-objective Bayesian optimization methods. [PDF]

PLoS One
Holder A, DeBruin H, Sestito JM.
europepmc   +1 more source

New AI‐Assisted Approach for Expanding the Solution Space: Application to Lattice Structure Design

Advanced Engineering Materials, Volume 28, Issue 20, 21 October 2026.
This work introduces an innovative framework for designing structured materials by ex panding the design space through reparameterization of qualitative variables into continuous structural descriptors. Combined with machine‐learning‐based prediction and multi‐objective optimization, the approach enables the discovery of novel lattice architectures ...
G. H. Gahimbare, Y. Beideler, D. Chune, R. De Guio, T. Roland, H. Chibane   +5 more
wiley   +1 more source

MPR-MOPSO-ASFS: A Stable Multi-Objective Feature Selection Algorithm for Metabolomics. [PDF]

Metabolites
Ye Q, Deng Z, Xie X, Huang Q, Luo J.
europepmc   +1 more source

Multi-objective gold rush optimization algorithm: Theoretical Extensions and applications in UAV path planning. [PDF]

PLoS One
Su K, Wang Y, Kong Y, Liu W.
europepmc   +1 more source

Multiobjective Design of Growth Media with Genome-Scale Metabolic Models and Bayesian Optimization. [PDF]

Comput Struct Biotechnol J
Hallmann N, Guerra-Cornejo C, Burgess K, Merzbacher C, Oyarzún DA.   +4 more
europepmc   +1 more source

Multi-Objective Optimization of Milling Process Parameters Using MOWOA and Comprehensive Performance Evaluation via AHP-TOPSIS. [PDF]

Sensors (Basel)
Cai F, Xia R.
europepmc   +1 more source

A Computational Workflow Integrating Explainable AI and Database Mining for the Prioritization of Antimicrobial Natural Products. [PDF]

Molecules
Guzzi PH, Defilippo A, Veltri P, Ceccarelli G, Scarpa F, Ciccozzi M, Branda F.   +6 more
europepmc   +1 more source

Multi-objective optimization in the context of generative chemistry. [PDF]

Nat Commun
Torren-Peraire P, Schneider N, Rodríguez-Pérez R, Fairhurst RA, Lanini J.   +4 more
europepmc   +1 more source