741 citations
- California Institute of TechnologyUS8 papers
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- Princeton UniversityUS7 papers
- Massachusetts Institute of TechnologyUS6 papers
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- Brookhaven National LaboratoryUS4 papers
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22 papers
FreeBird.jl: An Extensible Toolbox for Simulating Interfacial Phase Equilibria
Ray Yang, Junchi Chen, Douglas Thibodeaux +1
We present FreeBird, an extensible Julia-based platform for computational studies of phase equilibria at generic interfaces. The package supports a range of system configurations,…
A computationally efficient Benders decomposition for energy systems planning problems with detailed operations and time-coupling constraints
Anna Jacobson, Filippo Pecci, Nestor Sepulveda +2
Energy systems planning models identify least-cost strategies for expansion and operation of energy systems and provide decision support for investment, planning, regulation, and p…
Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin
Leikun Yin, Rahul Ghosh, Chenxi Lin +9
Cashews are grown by over 3 million smallholders in more than 40 countries worldwide as a principal source of income. As the third largest cashew producer in Africa, Benin has near…
Lattice Boltzmann method for simulation of diffusion magnetic resonance imaging physics in multiphase tissue models
Noel M. Naughton, Caroline G. Tennyson, John G. Georgiadis
We report an implementation of the lattice Boltzmann method (LBM) to integrate the Bloch-Torrey equation, which describes the evolution of the transverse magnetization vector and t…
Bayesian Optimisation over Multiple Continuous and Categorical Inputs
Binxin Ru, Ahsan S. Alvi, Vu Nguyen +2
Efficient optimisation of black-box problems that comprise both continuous and categorical inputs is important, yet poses significant challenges. We propose a new approach, Continu…
Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation
Ahsan S. Alvi, Binxin Ru, Jan Calliess +2
Batch Bayesian optimisation (BO) has been successfully applied to hyperparameter tuning using parallel computing, but it is wasteful of resources: workers that complete jobs ahead…