Aryan Deshwal
University of Minnesota(US)Twin Cities Orthopedics(US)
Publications by Year
Research Areas
Advanced Multi-Objective Optimization Algorithms, Advanced Bandit Algorithms Research, Machine Learning and Data Classification, Metal-Organic Frameworks: Synthesis and Applications, Gaussian Processes and Bayesian Inference
Most-Cited Works
- → Bayesian optimization of nanoporous materials(2021)100 cited
- Max-value Entropy Search for Multi-Objective Bayesian Optimization(2019)
- → Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization(2020)71 cited
- → Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach(2020)45 cited
- → Multi-fidelity Bayesian optimization of covalent organic frameworks for xenon/krypton separations(2023)35 cited
- → Design and Optimization of Energy-Accuracy Tradeoff Networks for Mobile Platforms via Pretrained Deep Models(2020)31 cited
- → MOOS(2019)27 cited
- → Design of Multi-Output Switched-Capacitor Voltage Regulator via Machine Learning(2020)21 cited
- → Bayesian Optimization over Permutation Spaces(2022)14 cited
- → Output Space Entropy Search Framework for Multi-Objective Bayesian Optimization(2021)13 cited