Ayush Mohanty

According to our database, Ayush Mohanty authored at least 8 papers between 2022 and 2026.

Collaborative distances:

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

2026

Learning Unknown Interdependencies for Decentralized Root Cause Analysis in Nonlinear Dynamical Systems.

Ayush Mohanty, Paritosh Ramanan, Nagi Gebraeel

CoRR, February, 2026

Federated Causal Representation Learning in State-Space Systems for Decentralized Counterfactual Reasoning.

Nazal Mohamed, Ayush Mohanty, Nagi Gebraeel

CoRR, February, 2026

Federated Learning of Nonlinear Temporal Dynamics with Graph Attention-based Cross-Client Interpretability.

Ayse Tursucular, Ayush Mohanty, Nazal Mohamed, Nagi Gebraeel

CoRR, February, 2026

Uncertainty in Federated Granger Causality: From Origins to Systemic Consequences.

Ayush Mohanty, Nazal Mohamed, Nagi Gebraeel

CoRR, February, 2026

Prognostic Framework for Robotic Manipulators Operating Under Dynamic Task Severities.

Ayush Mohanty, Jason Dekarske, Stephen K. Robinson, Sanjay S. Joshi, Nagi Gebraeel

IEEE Trans. Syst. Man Cybern. Syst., January, 2026

2025

Federated Granger Causality Learning For Interdependent Clients With State Space Representation.

Ayush Mohanty, Nazal Mohamed, Paritosh Ramanan, Nagi Gebraeel

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Sensor-fusion based Prognostics Framework for Complex Engineering Systems Exhibiting Multiple Failure Modes.

Benjamin Peters, Ayush Mohanty, Xiaolei Fang, Stephen K. Robinson, Nagi Gebraeel

CoRR, 2024

2022

An Optimization Framework for Operational-Level Resource Composition in an Inclusive Manufacturing System.

Sube Singh, Ayush Mohanty, Rahul Rai, Biswajit Mahanty, Manoj Kumar Tiwari

J. Comput. Inf. Sci. Eng., 2022