Concepedia

Aryan Deshwal

AD

15

Publications

483

Citations

12

H-Index

2019

Active since

Affiliations

Washington State University(Current)

Oregon State University

Aryan Deshwal is an author at Washington State University specializing in engineering, computer science, and computer engineering.

Top concepts

EngineeringComputer ScienceMachine LearningComputer EngineeringComputer ArchitectureOperations ResearchUncertainty QuantificationData ScienceSystems EngineeringBayesian Optimization

Publications per year

2019–2024

15

Publications

15

Bayesian optimization of nanoporous materials

Aryan Deshwal, Cory M. Simon, Janardhan Rao Doppa · Molecular Systems Design & Engineering · 2021 · 98 citations

Artificial Intelligence, Bayesian Statistic, Engineering +18

Max-value Entropy Search for Multi-Objective Bayesian Optimization

Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa · Neural Information Processing Systems · 2019 · 74 citations

Design Space Exploration, Model Optimization, Large-scale Global Optimization +13

Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization

Syrine Belakaria, Aryan Deshwal, Nitthilan Kannappan Jayakodi et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 69 citations · Full text

Design Space Exploration, Model Optimization, Large-scale Global Optimization +14

Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach

Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 44 citations · Full text

Multi-fidelity Bayesian optimization of covalent organic frameworks for xenon/krypton separations

Nickolas Gantzler, Aryan Deshwal, Janardhan Rao Doppa et al. · Digital Discovery · 2023 · 34 citations · Full text

Engineering, Organic Chemistry, Multi-fidelity Bayesian Optimization +16

Rows per page

1–5 of 15