Muhammad Daffa Robani

According to our database, Muhammad Daffa Robani authored at least 4 papers between 2022 and 2026.

Collaborative distances:

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

2026

Interpretable and Explainable Surrogate Modeling for Simulations: A State-of-the-Art Survey and Perspectives on Explainable AI for Decision-Making.

Pramudita Satria Palar, Paul Saves, Muhammad Daffa Robani, Nicolas Verstaevel, Moncef Garouani, Julien Aligon, Koji Shimoyama, Joseph Morlier, Benoît Gaudou

CoRR, April, 2026

2025

Surrogate Modeling and Explainable Artificial Intelligence for Complex Systems: A Workflow for Automated Simulation Exploration.

Paul Saves, Pramudita Satria Palar, Muhammad Daffa Robani, Nicolas Verstaevel, Moncef Garouani, Julien Aligon, Benoît Gaudou, Koji Shimoyama, Joseph Morlier

CoRR, October, 2025

SMT-EX: An Explainable Surrogate Modeling Toolbox for Mixed-Variables Design Exploration.

Muhammad Daffa Robani, Paul Saves, Pramudita Satria Palar, Lavi Rizki Zuhal, Joseph Morlier

CoRR, March, 2025

2022

Inventory Purchase Recommendation for Merchants in Traditional FMCG Retail Business.

Ying Li, Muhammad Daffa Robani, Victor Suciu, Joy He-Yueya

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022