Akhilesh Kumar

Employment

• Ansys

Education

• University of Waterloo PhD
• University of Waterloo MASc
• Indian Institute of Technology Roorkee Bachelor of Technology

Projects & Funding

Projects & funding information is unavailable.

Publications (4)

• Multimodal Learning-Based Thermal Solver for 3DICs with Arbitrary Chip Dimensions and Power Distributions
  2025 ACM/IEEE 7th Symposium on Machine Learning for CAD (MLCAD) 2025 DOI: 10.1109/mlcad65511.2025.11189201
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• Efficient ML-Based Transient Thermal Prediction for 3D-ICs
  2025 DOI: 10.1145/3658617.3697754
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• Parallel Per-tile Activation with Linear Superposition of Thermal Response for Solving Arbitrary Power Pattern in 3DIC Thermal Simulation
  2024 DOI: 10.1145/3670474.3685950
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• Invited Paper: Solving Fine-Grained Static 3DIC Thermal with ML Thermal Solver Enhanced with Decay Curve Characterization
  2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD) 2023 DOI: 10.1109/iccad57390.2023.10323972
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