1-2 of 2
Maxim Ziatdinov
Close
Save search
Follow your search
Access your saved searches in your account
Would you like to receive an alert when new items match your search?
Close Modal
Sort by
Journal Articles

Toward Accelerating Discovery via Physics-Driven and Interactive Multifidelity Bayesian Optimization

Arpan Biswas, Mani Valleti, Rama Vasudevan, Maxim Ziatdinov, Sergei V. Kalinin
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2024, 24(12): 121005.
Paper No: JCISE-24-1186
https://doi.org/10.1115/1.4066856
Published Online: November 5, 2024
View Article titled, Toward Accelerating Discovery via Physics-Driven and Interactive Multifidelity Bayesian Optimization
Open the PDF for Toward Accelerating Discovery via Physics-Driven and Interactive Multifidelity Bayesian Optimization in another window
Topics: Ising model, Optimization, Physics, Simulation, Workflow, Space
Includes: Supplementary data
Proceedings Papers

A Multi-Objective Bayesian Optimized Human Assessed Multi-Target Generated Spectral Recommender System for Rapid Pareto Discoveries of Material Properties

Arpan Biswas, Yongtao Liu, Maxim Ziatdinov, Yu-Chen Liu, Stephen Jesse, Jan-Chi Yang, Sergei Kalinin, Rama Vasudevan
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A058, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116956
https://doi.org/10.1115/DETC2023-116956
View Paper titled, A Multi-Objective Bayesian Optimized Human Assessed Multi-Target Generated Spectral Recommender System for Rapid Pareto Discoveries of Material Properties
Open the PDF for A Multi-Objective Bayesian Optimized Human Assessed Multi-Target Generated Spectral Recommender System for Rapid Pareto Discoveries of Material Properties in another window
Topics: Materials properties, Optimization, Failure, Microscopes, Performance, Space, Spectroscopy, Thin films, Uncertainty