Results 111 to 120 of about 8,528 (188)

Impact of Initialization Strategies on Multi-Objective Bayesian Optimization in Discrete PBF-LB/M Process Development: A Case Study on AZ31 Magnesium Alloy

Applied Sciences
Multi-objective Bayesian Optimization (MOBO) has become a promising strategy for accelerating process development in Laser Powder Bed Fusion of Metals (PBF-LB/M), where experimental evaluations are costly, and design spaces are high-dimensional.
Andrzej Pawlak
doaj   +1 more source

Surrogate-driven design optimization with uncertainty constraints in Monte Carlo simulations

Energy and AI
In multi-objective design tasks, the computational cost increases rapidly when high-fidelity simulations are used to evaluate objective functions. Surrogate models help mitigate this cost by approximating the simulation output, simplifying the design ...
Omer F. Erdem, David P. Broughton, Josef Svoboda, Chengkun Huang, Majdi I. Radaideh   +4 more
doaj   +1 more source

Rapid habitat fragmentation and niche shifting of an estuarine dolphin driven by coastal urbanization

Global Ecology and Conservation
Estuaries are critical habitats for many marine species, but are also experiencing rapid human-induced environmental change, posing great challenges for conservation.
Yuke Zhang, Qianhui Zeng, Samuel T. Turvey, Liyuan Zhao, Liming Yong, Xixia Lu, Xianyan Wang   +6 more
doaj   +1 more source

Generative Multiobjective Bayesian Optimization with Scalable Batch Evaluations for Sample-Efficient De Novo Molecular Design. [PDF]

Ind Eng Chem Res
Muthyala MR, Sorourifar F, Tan T, Peng Y, Paulson JA.   +4 more
europepmc   +1 more source

Divergent and stabilizing selection shape the phenotypic space of Arabidopsis thaliana. [PDF]

PLoS Biol
Przybylska MS, Violle C, Vile D, Scheepens JF, Cornet D, Beurier G, Rouan L, Estarague A, Kazakou E, Mahaut L, Munoz F, Weigel D, Exposito-Alonso M, Bossdorf O, Chevin LM, Vasseur F.   +15 more
europepmc   +1 more source

Warmer environments harbor greater thermal trait diversity in moth assemblages. [PDF]

Nat Commun
Liu M, Hung TM, Wu S, Liu M, Mai GS, Jang YS, Huang CC, Hsu CY, Wei CH, Tuanmu MN, Chan SF, Chen IC, Shen SF.   +12 more
europepmc   +1 more source

Adaptive Policy Switching for Multi-Agent ASVs in Multi-Objective Aquatic Cleaning Environments. [PDF]

Sensors (Basel)
Seck D, Yanes-Luis S, Perales-Esteve M, Marín ST, Gutiérrez-Reina D.   +4 more
europepmc   +1 more source

Deep Q-Managed: a new framework for multi-objective deep reinforcement learning. [PDF]

Front Artif Intell
Menezes R, Freire de Oliveira TH, de Souza Medeiros LP, Dória Neto AD.   +3 more
europepmc   +1 more source

Living together in a context of plant invasion: the example of the plant communities at the Iles Kerguelen. [PDF]

NPJ Biodivers
Eymar-Dauphin P, Renault D, Bounous M, Le Falher K, Pillard C, Bittebiere AK.   +5 more
europepmc   +1 more source

Studying Evolutionary Solution Adaption by Using a Flexibility Benchmark Based on a Metal Cutting Process. [PDF]

Biomimetics (Basel)
Dal Piccol Sotto LF, Mayer S, Janarthanam H, Butz A, Garcke J.   +4 more
europepmc   +1 more source