Probabilistic CAD TRIZ Cases
- Parallel Monte Carlo Circuit Simulation for Chip Yield Estimation
Parallel Monte Carlo simulation on representative basic circuits cuts runtime while improving chip yield estimation accuracy in advanced processes.
- Feasibility Pump Algorithm for Mixed-Integer Programming
Proactive randomization in Monte Carlo simulation escapes local optima and accelerates convergence.
- Proxy Compacted Parameters for IC Timing Analysis
Redefines clock and data routing parameters into proxy compacted parameters, reducing runtime overhead in statistical static timing analysis.
- VLSI Yield Estimation via Spatial Correlation and Gaussian Modeling
A spatial correlation method estimates integrated circuit yield using Gaussian random components for focus and dose variations.
- IC Spatial Variation Estimation via Regression Analysis
Regression analysis interpolates spatial process variation for integrated circuit design, eliminating time-consuming direct measurements under new conditions.
- Statistical Timing Analysis for Robust IC Design
Statistical timing analysis models delay distributions to drive logic changes, resolving static timing inefficiencies and improving design reliability.
- Scalable Statistical Library Characterization for Electronic Designs
Segmenting circuits into strongly connected components lowers computation time while maintaining characterization accuracy.
- Adaptive ML Binning for EDA Resource Constraints
An adaptive classification system computes bin thresholds from slope changes in discrete probabilistic scores to assign data segments.
- Statistical Static Timing Analysis Using Skewness
A statistical static timing analysis method models circuit delay using normalized skewness values to capture asymmetric on-chip variation distributions.
- Clock-Tree Generation Using Timing Criticality Clustering
Clustering registers by timing criticality creates shared clock paths that reduce skew and power consumption under on-chip variations.
- Worst-Case Distance Statistical Corner Extraction for Circuit Yield
A worst-case distance method identifies statistical corners in circuit design to adjust parameters and improve yield.
- Static Timing Analyzer Stage Delay Variation
Static timing analyzer calculates stage delay variation via covariance modules to resolve inaccurate local random variation impact.
- Adaptive Monte Carlo Sampling for IC Yield Estimation
A circuit simulation method uses importance sampling to select targeted data points.
- Probabilistic Simulation of Microelectronic Devices
Regression-based models approximate electrical simulations to reduce computational load while maintaining reliability through iterative precision verification.
- Detecting Influential Components in Electrical Circuit Netlists
A computer-implemented method identifies components with strongest parameter variations affecting circuit performance using topological patterns.
- Floating Random Walk Capacitance Extraction Pre-Characterization
Multi-tier domain pre-characterization accelerates floating random walk capacitance extraction across complex semiconductor structures.
- IC Chip At-Functional-Speed Testing Process Coverage
Statistical static timing analysis identifies at-functional-speed test robust paths for integrated circuit evaluation.