Utkarsh Pratiush

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 8

Top Topics

Guided Exploration

Multiple Related Tasks

Electron Microscope

Reinforcement Learning

Top Venues

Tiny Papers @ ICLR

Publications

Navdeep Kumar, Kaixin Wang, Utkarsh Pratiush, Kfir Yehuda Levy, Shie Mannor
Policy Gradient for Reinforcement Learning with General Utilities. Tiny Papers @ ICLR (2024)
Utkarsh Pratiush, Austin Houston, Sergei V. Kalinin, Gerd Duscher
Implementing dynamic high-performance computing supported workflows on Scanning Transmission Electron Microscope. CoRR (2024)
Boris N. Slautin, Utkarsh Pratiush, Ilia N. Ivanov, Yongtao Liu, Rohit Pant, Xiaohang Zhang, Ichiro Takeuchi, Maxim A. Ziatdinov, Sergei V. Kalinin
Multimodal Co-orchestration for Exploring Structure-Property Relationships in Combinatorial Libraries via Multi-Task Bayesian Optimization. CoRR (2024)
Utkarsh Pratiush, Kevin M. Roccapriore, Yongtao Liu, Gerd Duscher, Maxim A. Ziatdinov, Sergei V. Kalinin
Building Workflows for Interactive Human in the Loop Automated Experiment (hAE) in STEM-EELS. CoRR (2024)
Yu Liu, Utkarsh Pratiush, Jason Bemis, Roger Proksch, Reece Emery, Philip D. Rack, Yu-Chen Liu, Jan-Chi Yang, Stanislav Udovenko, Susan Trolier-McKinstry, Sergei V. Kalinin
Integration of Scanning Probe Microscope with High-Performance Computing: fixed-policy and reward-driven workflows implementation. CoRR (2024)
Sergei V. Kalinin, Yongtao Liu, Arpan Biswas, Gerd Duscher, Utkarsh Pratiush, Kevin Roccapriore, Maxim A. Ziatdinov, Rama K. Vasudevan
Human-in-the-loop: The future of Machine Learning in Automated Electron Microscopy. CoRR (2023)
Utkarsh Pratiush, Arshed Nabeel, Vishwesha Guttal, Prathosh AP
Discovering mesoscopic descriptions of collective movement with neural stochastic modelling. CoRR (2023)
Vaibhav Bihani, Utkarsh Pratiush, Sajid Mannan, Tao Du, Zhimin Chen, Santiago Miret, Matthieu Micoulaut, Morten M. Smedskjaer, Sayan Ranu, N. M. Anoop Krishnan
EGraFFBench: Evaluation of Equivariant Graph Neural Network Force Fields for Atomistic Simulations. CoRR (2023)