Jawad Chowdhury

According to our database, Jawad Chowdhury authored at least 12 papers between 2020 and 2026.

Collaborative distances:

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

2026

Quality-Controlled Active Learning via Gaussian Processes for Robust Structure-Property Learning in Autonomous Microscopy.

Jawad Chowdhury, Ganesh Narasimha, Jan-Chi Yang, Yongtao Liu, Rama K. Vasudevan

CoRR, March, 2026

2025

Human-AI collaborative autonomous synthesis with pulsed laser deposition for remote epitaxy.

Asraful Haque, Daniel T. Yimam, Jawad Chowdhury, Ralph Bulanadi, Ivan Vlassiouk, John Lasseter, Sujoy Ghosh, Christopher M. Rouleau, Kai Xiao, Yongtao Liu, Eva Zarkadoula, Rama K. Vasudevan, Sumner B. Harris

CoRR, November, 2025

Beyond Optimization: Exploring Novelty Discovery in Autonomous Experiments.

Ralph Bulanadi, Jawad Chowdhury, Hiroshi Funakubo, Maxim A. Ziatdinov, Rama K. Vasudevan, Arpan Biswas, Yongtao Liu

CoRR, August, 2025

CGLearn: Consistent Gradient-Based Learning for Out-of-Distribution Generalization.

Jawad Chowdhury, Gabriel Terejanu

Proceedings of the 14th International Conference on Pattern Recognition Applications and Methods, 2025

Measuring Social Media Polarization Using Large Language Models and Heuristic Rules.

Jawad Chowdhury, Rezaur Rashid, Gabriel Terejanu

Proceedings of the Social Networks Analysis and Mining - 17th International Conference, 2025

2024

Invariant Molecular Representations for Heterogeneous Catalysis.

Jawad Chowdhury, Charles Fricke, Olajide Bamidele, Mubarak Bello, Wenqiang Yang, Andreas Heyden, Gabriel Terejanu

J. Chem. Inf. Model., 2024

2023

Machine Fault Classification Using Hamiltonian Neural Networks.

Jeremy Shen, Jawad Chowdhury, Sourav Banerjee, Gabriel Terejanu

Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

Evaluation of Induced Expert Knowledge in Causal Structure Learning by NOTEARS.

Jawad Chowdhury, Rezaur Rashid, Gabriel Terejanu

Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

CD- NOTEARS: Concept Driven Causal Structure Learning Using NOTEARS.

Jawad Chowdhury, Gabriel Terejanu

Proceedings of the International Conference on Machine Learning and Applications, 2023

Causal Feature Selection: Methods and a Novel Causal Metric Evaluation Framework.

Rezaur Rashid, Jawad Chowdhury, Gabriel Terejanu

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

2022

From Causal Pairs to Causal Graphs.

Rezaur Rashid, Jawad Chowdhury, Gabriel Terejanu

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2020

Explainable Deep Modeling of Tabular Data using TableGraphNet.

Gabriel Terejanu, Jawad Chowdhury, Rezaur Rashid, Asif J. Chowdhury

CoRR, 2020