Mani Valleti

According to our database, Mani Valleti authored at least 5 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Deep kernel methods learn better: from cards to process optimization.

Mani Valleti, Rama K. Vasudevan, Maxim A. Ziatdinov, Sergei V. Kalinin

Mach. Learn. Sci. Technol., March, 2024

Rapid optimization in high dimensional space by deep kernel learning augmented genetic algorithms.

Mani Valleti, Aditya Raghavan, Sergei V. Kalinin

CoRR, 2024

Invariant Discovery of Features Across Multiple Length Scales: Applications in Microscopy and Autonomous Materials Characterization.

Aditya Raghavan, Utkarsh Pratiush, Mani Valleti, Richard Liu, Reece Emery, Hiroshi Funakubo, Yongtao Liu, Philip D. Rack, Sergei V. Kalinin

CoRR, 2024

Towards accelerating physical discovery via non-interactive and interactive multi-fidelity Bayesian Optimization: Current challenges and future opportunities.

Arpan Biswas, Sai Mani Prudhvi Valleti, Rama K. Vasudevan, Maxim A. Ziatdinov, Sergei V. Kalinin

CoRR, 2024

2023

Physics and Chemistry from Parsimonious Representations: Image Analysis via Invariant Variational Autoencoders.

Mani Valleti, Yongtao Liu, Sergei V. Kalinin

CoRR, 2023