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Publication | Type | Year |
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Data-Driven Approximation of the Koopman Operator to support the Design of Electrical Systems, Data-Driven Model Integration for the Xyce Circuit Simulator, A nonlinear numerical transient compact photocurrent model and two more2022 SIAM Conference on Mathematics of Data Science
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Abstract – 2022 Abstract | 2022 |
Semiconductor Device Models Constructed Using Simple Elements and Auxiliary DynamicsMechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology
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Conference Presentation – 2021 Conference Presentation | 2021 |
Xyce Python Model Interpreter (Xyce-PyMi) for enabling ML advancements in production circuit simulation softwareMechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology
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Conference Presentation – 2021 Conference Presentation | 2021 |
Data-Driven Compact Modeling of Bipolar Junction Transistors with Recurrent Neural NetworksMmld-cest-2021
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Conference Presentation – 2021 Conference Presentation | 2021 |
Hybrid analytic-numerical compact models for radiation-induced photocurrents.18th Earth and Space Conference
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Abstract – 2021 Abstract | 2021 |
A Numerical Compact Photocurrent Model and its Implementation via Xyce-PyMiMachine Learning and Deep Learning Conference (MLDL 2021) |
Conference Presentation – 2021 Conference Presentation | 2021 |
Data-driven compact modeling of bipolar junction transistors with recurrent neural networksMechanistic Machine Learning and Digital Twins for Computational Science, Engineering and Technology (MMLDT-CSET)
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Abstract – 2021 Abstract | 2021 |
A hybrid analytic-numerical compact model for radiation induced photocurrent effectsMechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology
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Abstract – 2021 Abstract | 2021 |
Learning Compact Physics-Aware Photocurrent Models Using Dynamic Mode DecompositionSEERI End of Summer Presentations |
Presentation (non-conference) – 2020 Presentation (non-conference) | 2020 |
Document Title | Type | Year |