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Investigation of Voltage Regulator Module (VRM)-Induced Noise to High-Speed Signals With VRM via Design Factors

https://doi.org/10.1109/TSIPI.2024.3407030

Joo, Junho; Mathew, Manish K; Chada, Arun; Singh, Soumya; PK, Seema; Mutnury, Bhyrav; Kim, DongHyun (January 2024, IEEE Transactions on Signal and Power Integrity)

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ISOP+: Machine Learning-Assisted Inverse Stack-Up Optimization for Advanced Package Design

https://doi.org/10.1109/TCAD.2023.3305934

Chae, Hyunsu; Zhu, Keren; Mutnury, Bhyrav; Wallace, Douglas E.; Winterberg, Douglas S.; de Araujo, Daniel; Reddy, Jay; Klivans, Adam; Pan, David Z. (January 2024, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems)

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Analysis of Voltage Regulator Module (VRM) Noise Coupling to High-Speed Signals with VRM Via Designs

https://doi.org/10.1109/APEMC57782.2023.10217722

Joo, Junho; Mathew, Manish K.; Singh, Soumya; PK, Seema; Chada, Arun; Mutnury, Bhyrav; Hwang, Chulsoon; Kim, DongHyun (May 2023, 2023 Joint Asia-Pacific International Symposium on Electromagnetic Compatibility and International Conference on ElectroMagnetic Interference & Compatibility (APEMC/INCEMIC))

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ISOP: Machine Learning-Assisted Inverse Stack-Up Optimization for Advanced Package Design

https://doi.org/10.23919/DATE56975.2023.10137055

Chae, Hyunsu; Mutnury, Bhyrav; Zhu, Keren; Wallace, Douglas; Winterberg, Douglas; De Araujo, Daniel; Reddy, Jay; Klivans, Adam; Pan, David Z. (April 2023, 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE))

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Analysis of Switching Voltage Regulator Noise Coupling to a High-Speed Signal

https://doi.org/10.1109/EMCSI39492.2022.9889548

Joo, Junho; Singh, Soumya; Seema, PK; Hwang, Chulsoon; Mutnury, Bhyrav; Drewniak, James (August 2022, 2022 IEEE International Symposium on Electromagnetic Compatibility & Signal/Power Integrity (EMCSI))

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A DNN-Ensemble Method for Error Reduction and Training Data Selection in DNN Based Modeling

https://doi.org/10.1109/EMCSI39492.2022.9889587

Zhang, Ling; Li, Da; He, Jiayi; Mutnury, Bhyrav; Pu, Bo; Cai, Xiao-Ding; Hwang, Chulsoon; Fan, Jun; Drewniak, James; Li, Er-Ping (August 2022, 2022 IEEE International Symposium on Electromagnetic Compatibility & Signal/Power Integrity (EMCSI))

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