Multi-objective optimization Heat transfer search Design optimization Pareto front 1. Introduction The objective of this paper is to solve optimization problems which have more than one objective functions. These optimization problems are recognized as multi-objective optimization problems (MOOPs). Solving ...
optimal individual positions in some dimensions through adaptive learning to avoid the loss of local optimality. At the same time, a spiral movement method motivated by a cosine factor is introduced to maintain some balance between exploration and exploitation. Finally, the NM simplex search method i...
After constructing an efficient surrogate objective function, we next sought to find radicals that maximize this function. Molecule optimization was posed as a search over a directed acyclic graph (DAG), beginning the search at an initial state of a lone carbon atom. In a similar fashion to pre...
cost expenditure for the single fidelity EI, multi-fidelityTVR-EI, a composite of computational funnels and random search algorithms applied to the materials discovery challenges (a) Alexandria, b HOPV-15 and (c) Chen. The composite funnel displays results associated with separately provisioned ...
A pre-trained neural wavefunction on a dataset of 98 compounds with PhisNet orbital descriptors. To use the checkpoints please checkout the code versionTransferable atomic orbitals. Quick overview Installation DeepErwin is a python3 package and has been tested on Ubuntu and macOS. To get the mo...
Efficient multi-objective simulation-driven antenna design using co-kriging IEEE Trans. Antenn. Propag., 62 (2014), p. 5900 View in ScopusGoogle Scholar [35] T. Xu, A.J. Valocchi, M. Ye, F. Liang Quantifying model structural error: efficient bayesian calibration of a regional groundwater...
Briere, X. Fang, et al., “Metasurface orbital angular momentum holography,” Nat. Commun., vol. 10, p. 2896, 2019. https://doi.org/10.1038/s41467-019-11030-1.Search in Google Scholar PubMed PubMed Central [39] H. Ren, X. Fang, J. Jang, J. Bürger, J. Rho, and S. A....
Quantum-chemical investigation of the orbital structure of the subsystems of multiatomic molecules and spectral-luminescence properties: Aminoderivatives of phenanthridoneThe dependence between the electron structure and the spectral-luminescence properties of phenanthridone and its amino derivatives have ...
Bernal bilayer graphene (BLG) offers a highly flexible platform for tuning the band structure, featuring two distinct regimes. One is a tunable band gap induced by large displacement fields. Another is a gapless metallic band occurring at low fields, fea
aPareto set approximation (PSA) alongside with sampling points in the search space.bPareto front approximation (PFA), sampling points and feasible region in objective space. PFA was gradually color-coded from yellow, which corresponds to high strength, to pink, which corresponds to high ductility....