Modified Knowledge-Based Neural Networks Using Control Variates for the Fast Uncertainty Quantification of On-Chip MWCNT Interconnects

Author:

Dimple Km1,Guglani Surila1ORCID,Dasgupta Avirup1ORCID,Sharma Rohit2ORCID,Roy Sourajeet1ORCID,Kaushik Brajesh Kumar1ORCID

Affiliation:

1. Electronics and Communications Engineering Department, Indian Institute of Technology Roorkee, Roorkee, India

2. Department of Electrical Engineering, Indian Institute of Technology Ropar, Rupnagar, India

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Condensed Matter Physics,Atomic and Molecular Physics, and Optics

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Conservative Gaussian Process Models for Uncertainty Quantification and Bayesian Optimization in Signal Integrity Applications;IEEE Transactions on Components, Packaging and Manufacturing Technology;2024-07

2. Parasitic Effects Analysis and Equivalent Circuit Modeling of Tapered Serpentine Interconnects of On-chip FBAR up to 67GHz;2024 Photonics & Electromagnetics Research Symposium (PIERS);2024-04-21

3. Optimization of Eye Diagram Characteristics of MLGNR Interconnect Networks Using Fast ML Assisted Evolutionary Algorithm;2023 IEEE Electrical Design of Advanced Packaging and Systems (EDAPS);2023-12-12

4. Noise-Aware Uncertainty Quantification of MLGNR Interconnects using Fast Trained Artificial Neural Networks;2023 IEEE Electrical Design of Advanced Packaging and Systems (EDAPS);2023-12-12

5. Stochastic Time-Domain Mapping for Comprehensive Uncertainty Assessment in Eye Diagrams;IEEE Transactions on Electromagnetic Compatibility;2023-12

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