Shahin Boluki

Multi-objective Bayesian materials discovery: Application on the discovery of precipitation strengthened NiTi shape memory alloys through micromechanical modeling

Guang Zhao, Shahin Boluki, Jobin K. Joy et al. · Materials & Design · 2018 · 119 citations · Full text

Incorporating biological prior knowledge for Bayesian learning via maximal knowledge-driven information priors

Shahin Boluki, Mohammad Shahrokh Esfahani, Xiaoning Qian et al. · BMC Bioinformatics · 2017 · 43 citations · Full text

Bayesian Graph Neural Networks with Adaptive Connection Sampling

Arman Hasanzadeh, Ehsan Hajiramezanali, Shahin Boluki et al. · International Conference on Machine Learning · 2020 · 37 citations

Graph Neural Network, Graph Theory, Network Analysis +5

Constructing Pathway-Based Priors within a Gaussian Mixture Model for Bayesian Regression and Classification

Shahin Boluki, Mohammad Shahrokh Esfahani, Xiaoning Qian et al. · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2017 · 34 citations

Bayesian Statistic, Engineering, Machine Learning +22

Experiment Design Frameworks for Accelerated Discovery of Targeted Materials Across Scales

Anjana Talapatra, Shahin Boluki, Pejman Honarmandi et al. · Frontiers in Materials · 2019 · 24 citations · Full text

Engineering, Hit Identification, Material Simulation +25