Modular Federated Learning. - Kuo-Yun Liang; Abhishek Srinivasan; Juan Carlos Andresen (IJCNN, 2022)

Ensemble Neural Networks for Remaining Useful Life (RUL) Prediction. - Abhishek Srinivasan; Juan Carlos Andresen; Anders Holst (CoRR, 2023)

Lithium-Ion Battery SOH Forecasting: From Deep Learning Augmented by Explainability to Lightweight Machine Learning Models. - Arman Sheikhani; Ervin Agic; Mahshid Helali Moghadam; Juan Carlos Andresen; Anders Vesterberg (ETFA, 2024)

Counterfactual Explanation for Auto-Encoder Based Time-Series Anomaly Detection. - Abhishek Srinivasan; Varun Singapuri Ravi; Juan Carlos Andresen; Anders Holst (CoRR, 2025)

Federated Gaussian Mixture Models. - Sophia Zhang Pettersson; Kuo-Yun Liang; Juan Carlos Andresen (CoRR, 2025)