Arpan Biswas

According to our database, Arpan Biswas authored at least 13 papers between 2004 and 2024.

Collaborative distances:

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

2024

SANE: Strategic Autonomous Non-Smooth Exploration for Multiple Optima Discovery in Multi-modal and Non-differentiable Black-box Functions.

Arpan Biswas, Rama K. Vasudevan, Rohit Pant, Ichiro Takeuchi, Hiroshi Funakubo, Yongtao Liu

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

Combining variational autoencoders and physical bias for improved microscopy data analysis ^∗.

Arpan Biswas, Maxim A. Ziatdinov, Sergei V. Kalinin

Mach. Learn. Sci. Technol., December, 2023

Optimizing training trajectories in variational autoencoders via latent Bayesian optimization approach ^*.

Arpan Biswas, Rama K. Vasudevan, Maxim A. Ziatdinov, Sergei V. Kalinin

Mach. Learn. Sci. Technol., March, 2023

A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-Box Design Problems.

Arpan Biswas, Claudio Fuentes, Christopher Hoyle

J. Comput. Inf. Sci. Eng., 2023

Human-in-the-loop: The future of Machine Learning in Automated Electron Microscopy.

Sergei V. Kalinin, Yongtao Liu, Arpan Biswas, Gerd Duscher, Utkarsh Pratiush, Kevin Roccapriore, Maxim A. Ziatdinov, Rama K. Vasudevan

CoRR, 2023

A dynamic Bayesian optimized active recommender system for curiosity-driven Human-in-the-loop automated experiments.

Arpan Biswas, Yongtao Liu, Nicole Creange, Yu-Chen Liu, Stephen Jesse, Jan-Chi Yang, Sergei V. Kalinin, Maxim A. Ziatdinov, Rama K. Vasudevan

CoRR, 2023

Combining Variational Autoencoders and Physical Bias for Improved Microscopy Data Analysis.

Arpan Biswas, Maxim A. Ziatdinov, Sergei V. Kalinin

CoRR, 2023

2022

Optimizing Training Trajectories in Variational Autoencoders via Latent Bayesian Optimization Approach.

Arpan Biswas, Rama K. Vasudevan, Maxim A. Ziatdinov, Sergei V. Kalinin

CoRR, 2022

2021

Exploring Architectures for Integrated Resilience Optimization.

Daniel E. Hulse, Arpan Biswas, Christopher Hoyle, Irem Y. Tumer, Chetan S. Kulkarni, Kai Goebel

J. Aerosp. Inf. Syst., October, 2021

2008

Representation of heterogeneous material properties in the Core Product Model.

Arpan Biswas, Steven J. Fenves, Vadim Shapiro, Ram D. Sriram

Eng. Comput., 2008

2004

Approximate distance fields with non-vanishing gradients.

Arpan Biswas, Vadim Shapiro

Graph. Model., 2004

Heterogeneous material modeling with distance fields.

Arpan Biswas, Vadim Shapiro, Igor G. Tsukanov

Comput. Aided Geom. Des., 2004