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06/21/2022
The Digital Twin Landscape at the Crossroads of Predictive Maintenance, Machine Learning and Physics Based Modeling
The concept of a digital twin has exploded in popularity over the past d...
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07/23/2021
HierMUD: Hierarchical Multi-task Unsupervised Domain Adaptation between Bridges for Drive-by Damage Diagnosis
Monitoring bridge health using vibrations of drive-by vehicles has vario...
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05/19/2021
Enforcing Policy Feasibility Constraints through Differentiable Projection for Energy Optimization
While reinforcement learning (RL) is gaining popularity in energy system...
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12/16/2020
Learning to Solve AC Optimal Power Flow by Differentiating through Holomorphic Embeddings
Alternating current optimal power flow (AC-OPF) is one of the fundamenta...
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06/10/2020
Data-driven Thermal Model Inference with ARMAX, in Smart Environments, based on Normalized Mutual Information
Understanding the models that characterize the thermal dynamics in a sma...
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06/05/2020
Knowledge transfer between bridges for drive-by monitoring using adversarial and multi-task learning
Monitoring bridge health using the vibrations of drive-by vehicles has v...
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05/25/2020
Incremental Real-Time Personalization in Human Activity Recognition Using Domain Adaptive Batch Normalization
Human Activity Recognition (HAR) from devices like smartphone accelerome...
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02/06/2020