Search Results - "Rothwell, Benjamin"

Deep Learning with Dynamically Weighted Loss Function for Sensor-Based Prognostics and Health Management by Rengasamy, Divish, Jafari, Mina, Rothwell, Benjamin, Chen, Xin, Figueredo, Grazziela P

“…Deep learning has been employed to prognostic and health management of automotive and aerospace with promising results. Literature in this area has revealed…”
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Feature importance in machine learning models: A fuzzy information fusion approach by Rengasamy, Divish, Mase, Jimiama M., Kumar, Aayush, Rothwell, Benjamin, Torres, Mercedes Torres, Alexander, Morgan R., Winkler, David A., Figueredo, Grazziela P.

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Towards a More Reliable Interpretation of Machine Learning Outputs for Safety-Critical Systems Using Feature Importance Fusion by Rengasamy, Divish, Rothwell, Benjamin C., Figueredo, Grazziela P.

“…When machine learning supports decision-making in safety-critical systems, it is important to verify and understand the reasons why a particular output is…”
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A New Thermal Elasto-Hydrodynamic Lubrication Solver Implementation in OpenFOAM by Layton, James, Rothwell, Benjamin C., Ambrose, Stephen, Eastwick, Carol, Medina, Humberto, Rebelo, Neville

“…Designing effective thermal management systems within transmission systems requires simulations to consider the contributions from phenomena such as…”
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Successful Clearance of 300 Day SARS-CoV-2 Infection in a Subject with B-Cell Depletion Associated Prolonged (B-DEAP) COVID by REGEN-COV Anti-Spike Monoclonal Antibody Cocktail by Drouin, Arnaud C, Theberge, Marc W, Liu, Sharon Y, Smither, Allison R, Flaherty, Shelby M, Zeller, Mark, Geba, Gregory P, Reynaud, Peter, Rothwell, W Benjamin, Luk, Alfred P, Tian, Di, Boisen, Matthew L, Branco, Luis M, Andersen, Kristian G, Robinson, James E, Garry, Robert F, Fusco, Dahlene N

“…A 59-year-old male with follicular lymphoma treated by anti-CD20-mediated B-cell depletion and ablative chemotherapy was hospitalized with a COVID-19…”
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Statin-induced debilitating weakness and myopathy by Ademi, Besim, Folker, Jared, Rothwell, W Benjamin

“…A large percentage of the US population is either receiving or should be considered for statin therapy. Whether through primary or secondary prevention for…”
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A machine learning-driven approach to predicting thermo-elasto-hydrodynamic lubrication in journal bearings by Cartwright, Samuel, Rothwell, Benjamin C., Figueredo, Grazziela, Medina, Humberto, Eastwick, Carol, Layton, James, Ambrose, Stephen

“…Traditional methods of evaluating the performance of journal bearings, for example thermal-elastic-hydrodynamic- lubrication theory, are limited to simplified…”
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Recurrent Posterior Reversible Encephalopathy Syndrome Potentially Related to AIDS and End-Stage Renal Disease: A Case Report and Review of the Literature by Chang, Olivia Hui-Chiun, Stanculescu, Alexandra, Dola, Chi, Rothwell, William Benjamin

“…Posterior reversible encephalopathy syndrome (PRES) is a clinicoradiological syndrome that is characterized by clinical features including headache, altered…”
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Machine learning to determine the main factors affecting creep rates in laser powder bed fusion by Sanchez, Salomé, Rengasamy, Divish, Hyde, Christopher J., Figueredo, Grazziela P., Rothwell, Benjamin

“…There is an increasing need for the use of additive manufacturing (AM) to produce improved critical application engineering components. However, the materials…”
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Design of robust ptfe faced bearings for performance and reliability in large rotating machinery by Rothwell, Benjamin Charles

“…In this thesis a Finite Element Modelling (FEM) approach is proposed for modelling the visco-plastic creep effects that a PTFE-faced thrust bearing would…”
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Towards a More Reliable Interpretation of Machine Learning Outputs for Safety-Critical Systems using Feature Importance Fusion by Rengasamy, Divish, Rothwell, Benjamin, Figueredo, Grazziela

“…When machine learning supports decision-making in safety-critical systems, it is important to verify and understand the reasons why a particular output is…”
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Anomaly Detection for Unmanned Aerial Vehicle Sensor Data Using a Stacked Recurrent Autoencoder Method with Dynamic Thresholding by Bell1, Victoria, Rengasamy, Divish, Rothwell, Benjamin, Figueredo, Grazziela P

“…With substantial recent developments in aviation technologies, Unmanned Aerial Vehicles (UAVs) are becoming increasingly integrated in commercial and military…”
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Asymmetric Loss Functions for Deep Learning Early Predictions of Remaining Useful Life in Aerospace Gas Turbine Engines by Rengasamy, Divish, Rothwell, Benjamin, Figueredo, Grazziela P

“…Asymmetric loss functions have been successfully applied to deep learning for image analysis and imbalanced classification. In this paper, we extend the use of…”
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Mechanistic Interpretation of Machine Learning Inference: A Fuzzy Feature Importance Fusion Approach by Rengasamy, Divish, Mase, Jimiama M, Torres, Mercedes Torres, Rothwell, Benjamin, Winkler, David A, Figueredo, Grazziela P

“…With the widespread use of machine learning to support decision-making, it is increasingly important to verify and understand the reasons why a particular…”
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EFI: A Toolbox for Feature Importance Fusion and Interpretation in Python by Kumar, Aayush, Mase, Jimiama Mafeni, Rengasamy, Divish, Rothwell, Benjamin, Torres, Mercedes Torres, Winkler, David A, Figueredo, Grazziela P

“…This paper presents an open-source Python toolbox called Ensemble Feature Importance (EFI) to provide machine learning (ML) researchers, domain experts, and…”
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An Intelligent Toolkit for Benchmarking Data-Driven Aerospace Prognostics by Rengasamy, Divish, Mase, Jimiama M, Rothwell, Benjamin, Figueredo, Grazziela P.

“…Machine Learning (ML) has been largely employed to sensor data for predicting the Remaining Useful Life (RUL) of aircraft components with promising results. A…”
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Index of Suspicion in the Nursery by Conti, Amanda, Rothwell, W. Benjamin, Grewal, Satkiran S, Richardson, Matthew W

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