Arpan Biswas

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 10

Top Topics

Optimization Problems

Current Challenges

Top Venues

Mach. Learn. Sci. Technol.

J. Comput. Inf. Sci. Eng.

J. Aerosp. Inf. Syst.

Publications

Arpan Biswas, Sai Mani Prudhvi Valleti, Rama K. Vasudevan, Maxim A. Ziatdinov, Sergei V. Kalinin
Towards accelerating physical discovery via non-interactive and interactive multi-fidelity Bayesian Optimization: Current challenges and future opportunities. CoRR (2024)
Arpan Biswas, Maxim A. Ziatdinov, Sergei V. Kalinin
. Mach. Learn. Sci. Technol. 4 (4) (2023)
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)
Arpan Biswas, Rama K. Vasudevan, Maxim A. Ziatdinov, Sergei V. Kalinin
. Mach. Learn. Sci. Technol. 4 (1) (2023)
Arpan Biswas, Maxim A. Ziatdinov, Sergei V. Kalinin
Combining Variational Autoencoders and Physical Bias for Improved Microscopy Data Analysis. CoRR (2023)
Arpan Biswas, Yongtao Liu, Nicole Creange, Yu-Chen Liu, Stephen Jesse, Jan-Chi Yang, Sergei V. Kalinin, Maxim A. Ziatdinov, Rama K. Vasudevan
A dynamic Bayesian optimized active recommender system for curiosity-driven Human-in-the-loop automated experiments. CoRR (2023)
Arpan Biswas, Claudio Fuentes, Christopher Hoyle
A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-Box Design Problems. J. Comput. Inf. Sci. Eng. 23 (1) (2023)
Arpan Biswas, Rama K. Vasudevan, Maxim A. Ziatdinov, Sergei V. Kalinin
Optimizing Training Trajectories in Variational Autoencoders via Latent Bayesian Optimization Approach. CoRR (2022)
Daniel E. Hulse, Arpan Biswas, Christopher Hoyle, Irem Y. Tumer, Chetan S. Kulkarni, Kai Goebel
Exploring Architectures for Integrated Resilience Optimization. J. Aerosp. Inf. Syst. 18 (10) (2021)
Arpan Biswas, Claudio Fuentes, Christopher Hoyle
A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-box Design Problems. CoRR (2021)
Arpan Biswas, Steven J. Fenves, Vadim Shapiro, Ram D. Sriram
Representation of heterogeneous material properties in the Core Product Model. Eng. Comput. 24 (1) (2008)
Arpan Biswas, Vadim Shapiro
Approximate distance fields with non-vanishing gradients. Graph. Model. 66 (3) (2004)
Arpan Biswas, Vadim Shapiro, Igor G. Tsukanov
Heterogeneous material modeling with distance fields. Comput. Aided Geom. Des. 21 (2004)