Benjamin Rothwell

11 papers B 1Journal 8Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	XCALibre.jl: A Julia XPU unstructured finite volume Computational Fluid Dynamics library. J. Open Source Softw. Humberto Medina, Christopher D. Ellis, Tom Mazin, Oscar Osborn, Timothy Ward, Stephen Ambrose, Svetlana Aleksandrova, Benjamin Rothwell, Carol Eastwick
2022	J	`jnl`	Anomaly Detection for Unmanned Aerial Vehicle Sensor Data Using a Stacked Recurrent Autoencoder Method with Dynamic Thresholding. CoRR Victoria Bell, Divish Rengasamy, Benjamin Rothwell, Grazziela P. Figueredo
2022	—	`conf`	EFI: A Toolbox for Feature Importance Fusion and Interpretation in Python. LOD (2) Aayush Kumar, Jimiama Mafeni Mase, Divish Rengasamy, Benjamin Rothwell, Mercedes Torres Torres, David A. Winkler, Grazziela P. Figueredo
2022	J	`jnl`	EFI: A Toolbox for Feature Importance Fusion and Interpretation in Python. CoRR Aayush Kumar, Jimiama Mafeni Mase, Divish Rengasamy, Benjamin Rothwell, Mercedes Torres Torres, David A. Winkler, Grazziela P. Figueredo
2022	J	`jnl`	Feature importance in machine learning models: A fuzzy information fusion approach. Neurocomputing Divish Rengasamy, Jimiama Mafeni Mase, Aayush Kumar, Benjamin Rothwell, Mercedes Torres Torres, Morgan R. Alexander, David A. Winkler, Grazziela P. Figueredo
2021	J	`jnl`	Machine learning to determine the main factors affecting creep rates in laser powder bed fusion. J. Intell. Manuf. Salomé Sanchez, Divish Rengasamy, Christopher J. Hyde, Grazziela P. Figueredo, Benjamin Rothwell
2021	J	`jnl`	Mechanistic Interpretation of Machine Learning Inference: A Fuzzy Feature Importance Fusion Approach. CoRR Divish Rengasamy, Jimiama Mafeni Mase, Mercedes Torres Torres, Benjamin Rothwell, David A. Winkler, Grazziela P. Figueredo
2020	B	`conf`	Asymmetric Loss Functions for Deep Learning Early Predictions of Remaining Useful Life in Aerospace Gas Turbine Engines. IJCNN Divish Rengasamy, Benjamin Rothwell, Grazziela P. Figueredo
2020	J	`jnl`	Deep Learning with Dynamically Weighted Loss Function for Sensor-Based Prognostics and Health Management. Sensors Divish Rengasamy, Mina Jafari, Benjamin Rothwell, Xin Chen, Grazziela P. Figueredo
2020	J	`jnl`	Towards a More Reliable Interpretation of Machine Learning Outputs for Safety-Critical Systems using Feature Importance Fusion. CoRR Divish Rengasamy, Benjamin Rothwell, Grazziela Patrocinio Figueredo
2019	—	`conf`	An Intelligent Toolkit for Benchmarking Data-Driven Aerospace Prognostics. ITSC Divish Rengasamy, Jimiama M. M. Mase, Benjamin Rothwell, Grazziela P. Figueredo