All Stories

  1. Invited: Toward Accurate, Large-scale Electromigration Analysis and Optimization in Integrated Systems

    Article • March 2026, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  2. An Analytical Solution for Transient Electromigration Stress in Multisegment Straight-line Interconnects Based on a Stress-wave Model

    Article • ACM Transactions on Design Automation of Electronic Systems, May 2025, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  3. Invited: Toward an ML EDA Commons: Establishing Standards, Accessibility, and Reproducibility in ML-driven EDA Research

    Article • March 2025, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  4. Towards Designing and Deploying Ising Machines

    Article • March 2025, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  5. Performance Analysis of CNN Inference/Training with Convolution and Non-Convolution Operations on ASIC Accelerators

    Article • ACM Transactions on Design Automation of Electronic Systems, November 2024, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  6. Analyzing the Impact of FinFET Self-Heating on the Performance of RF Power Amplifiers

    Article • October 2024, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  7. Generative Methods in EDA: Innovations in Dataset Generation and EDA Tool Assistants

    Article • October 2024, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  8. IR-Aware ECO Timing Optimization Using Reinforcement Learning

    Article • September 2024, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  9. Hardware Acceleration of Inference on Dynamic GNNs

    Article • August 2024, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  10. On Error Correction for Nonvolatile Processing-In-Memory

    Article • June 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Sachin Sapatnekar

  11. An Open-Source ML-Based Full-Stack Optimization Framework for Machine Learning Accelerators

    Article • ACM Transactions on Design Automation of Electronic Systems, May 2024, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  12. A Machine Learning Approach to Improving Timing Consistency between Global Route and Detailed Route

    Article • ACM Transactions on Design Automation of Electronic Systems, December 2023, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  13. On Endurance of Processing in (Nonvolatile) Memory

    Article • June 2023, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  14. The ALIGN Automated Analog Layout Engine

    Article • March 2023, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  15. Recent Progress in the Analysis of Electromigration and Stress Migration in Large Multisegment Interconnects

    Article • March 2023, ACM (Association for Computing Machinery)

    Olympia Axelou, Sachin Sapatnekar

  16. A Generalized Methodology for Well Island Generation and Well-Tap Insertion in Analog/Mixed-Signal Layouts

    Article • ACM Transactions on Design Automation of Electronic Systems, March 2023, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  17. Performance-driven Wire Sizing for Analog Integrated Circuits

    Article • ACM Transactions on Design Automation of Electronic Systems, December 2022, ACM (Association for Computing Machinery)

    Yaguang Li, Sachin Sapatnekar

  18. Encoder-Decoder Networks for Analyzing Thermal and Power Delivery Networks

    Article • ACM Transactions on Design Automation of Electronic Systems, December 2022, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  19. A Novel Semi-Analytical Approach for Fast Electromigration Stress Analysis in Multi-Segment Interconnects

    Article • October 2022, ACM (Association for Computing Machinery)

    Sachin Sapatnekar, Olympia Axelou

  20. Energy-efficient and Reliable Inference in Nonvolatile Memory under Extreme Operating Conditions

    Article • ACM Transactions on Embedded Computing Systems, September 2022, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  21. Physically Accurate Learning-based Performance Prediction of Hardware-accelerated ML Algorithms

    Article • September 2022, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  22. From Global Route to Detailed Route: ML for Fast and Accurate Wire Parasitics and Timing Prediction

    Article • September 2022, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  23. Analog/Mixed-Signal Layout Optimization using Optimal Well Taps

    Article • April 2022, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  24. Spiking Neural Networks in Spintronic Computational RAM

    Article • ACM Transactions on Architecture and Code Optimization, December 2021, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  25. CAMeleon

    Article • June 2021, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  26. Machine Learning Techniques in Analog Layout Automation

    Article • March 2021, ACM (Association for Computing Machinery)

    Sachin Sapatnekar, Yaguang Li

  27. A customized graph neural network model for guiding analog IC placement

    Article • November 2020, ACM (Association for Computing Machinery)

    Sachin Sapatnekar, Yaguang Li

  28. PIMBALL

    Article • ACM Transactions on Architecture and Code Optimization, December 2019, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  29. Stress-Induced Performance Shifts in 3D DRAMs

    Article • ACM Transactions on Design Automation of Electronic Systems, October 2019, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  30. ALIGN

    Article • June 2019, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  31. True In-memory Computing with the CRAM

    Article • May 2019, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  32. Strain-aware performance evaluation and correction for OTFT-based flexible displays

    Article • November 2018, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  33. Control synthesis and delay sensor deployment for efficient ASV designs

    Article • November 2016, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  34. Optimal design of JPEG hardware under the approximate computing paradigm

    Article • June 2016, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  35. Joint precision optimization and high level synthesis for approximate computing

    Article • June 2015, ACM (Association for Computing Machinery)

    Sachin Sapatnekar