Statistical metrology for characterizing CMP processes
AMI '96 Proceedings of the symposium J of the 1996 E-MRS Spring meeting conference on Advanced materials for interconnections
Robust operation of copper chemical mechanical polishing
Microelectronic Engineering
Survey Automatic control in microelectronics manufacturing: Practices, challenges, and possibilities
Automatica (Journal of IFAC)
Dynamic tuning of chemical-mechanical planarization operation via sliding-mode theory
Microelectronic Engineering
Chemical mechanical planarization operation via dynamic programming
Microelectronic Engineering
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In chemical mechanical polishing (CMP), a two-stage polishing strategy is often employed. A high removal rate (RR) is set at the initial stage, then a lower RR is employed to remove residual metal and extended to the over-polish stage. An analogy between the soft landing of a spacecraft and CMP operation is established and the CMP operation can be viewed as a minimum-time optimal control problem. Measurement uncertainties prevent direct implementation of bang-bang control law for the entire polishing process. Thus, a two-stage CMP operation procedure is devised to ensure robust operation while maintaining a high throughput.