IBM since Jun 2006
Senior Data Scientist
Applied Materials Feb 1997 - Apr 2006
Senior Member of Technical Staff
CERN: European Laboratory for Particle Physics Nov 1993 - Dec 1996
Research Associate
Education:
Massachusetts Institute of Technology 1986 - 1993
PhD, Physics
Skills:
Data Analysis Statistics Semiconductors Predictive Analytics R&D Testing Data Mining Research and Development Predictive Modeling Physics Analytics Data Visualization Cross Functional Team Leadership Exploratory Data Analysis Statistical Modeling Big Data Design of Experiments Time Series Analysis Pattern Recognition Variance Analysis Simulations Program Management Semiconductor Industry Thin Films Algorithms Data Science Monte Carlo Simulation Sensor Data Analysis Industrial Iot Oee Metrology Manufacturing Process Control Optimization Management Industry 4.0 Smart Fab Particle Physics Advanced Process Control Internet of Things Data Acquisition Engineering Leadership Monte Carlo Prediction Data Analytics Smart Factory
Languages:
English
Certifications:
Engineering Leadership Tackling the Challenges of Big Data
Us Patents
Plasma Assisted Processing Chamber With Separate Control Of Species Density
Gerald Yin - Cupertino CA Hong Ching Shan - San Jose CA Peter Loewenhardt - San Jose CA Chii Lee - Fremont CA Yan Ye - Campbell CA Xueyan Qian - Milpitas CA Songlin Xu - Fremont CA Arthur Chen - Fremont CA Arthur Sato - San Jose CA Michael Grimbergen - Redwood City CA Diana Ma - Saratoga CA John Yamartino - Palo Alto CA Chun Yan - Santa Clara CA Wade Zawalski - Sunnyvale CA
Assignee:
Applied Materials, Inc. - Santa Clara CA
International Classification:
C23E 1648
US Classification:
118723MP, 118723 AN, 118723 IR, 156345
Abstract:
The present invention provides an apparatus and method, for plasma assisted processing of a workpiece, which provides for separate control of species density within a processing plasma. The present invention has a processing chamber and at least one collateral chamber. The collateral chamber is capable of generating a collateral plasma and delivering it to the processing chamber. To control the densities of the particle species within the processing chamber the present invention may have: a filter interposed between the collateral chamber and the processing chamber, primary chamber source power, several collateral chambers providing separate inputs to the processing chamber, or combinations thereof. Collateral plasma may be: filtered, combined with primary chamber generated plasma, combined with another collateral plasma, or combinations thereof to separately control the densities of the species comprising the processing plasma.
Method For Providing Pulsed Plasma During A Portion Of A Semiconductor Wafer Process
Alex Paterson - San Jose CA John M. Yamartino - Palo Alto CA Peter K. Loewenhardt - San Jose CA Wade Zawalski - San Francisco CA
Assignee:
Applied Materials Inc. - Santa Clara CA
International Classification:
H01L 21302
US Classification:
438710, 438712, 438730
Abstract:
A method for processing a semiconductor wafer with a plasma using continuous RF power for a first phase of wafer processing and with pulsed RF power for a second phase of wafer processing.
Method For Enhancing Plasma Processing Performance
A method of improving plasma processing of a semiconductor wafer by exposing the wafer or the plasma to photons while the wafer is being processed. One embodiment of the method comprises the steps of etching an aluminum layer and, during the etching, exposing the semiconductor wafer containing the aluminum layer to photons that photodesorb copper chloride from the surface of the layer thus improving the etch process performance.
Method For Reducing Topography Dependent Charging Effects In A Plasma Enhanced Semiconductor Wafer Processing System
John M. Yamartino - Palo Alto CA Kenlin Huang - Milpitas CA Diana Xiaobing Ma - Saratoga CA
Assignee:
Applied Materials, Inc - Santa Clara CA
International Classification:
H01L 21302
US Classification:
438706, 438707
Abstract:
A method of eliminating charging resulting from plasma processing a semiconductor wafer comprising the steps of plasma processing the semiconductor wafer in a manner that may result in topographically dependent charging and exposing, during at least a portion of a time in which the semiconductor wafer is being plasma processed, the semiconductor wafer to particles that remove charge from the semiconductor wafer and reduce topographically dependent charging.
Shaping A Plasma With A Magnetic Field To Control Etch Rate Uniformity
John M. Yamartino - Palo Alto CA Peter K. Loewenhardt - Pleasanton CA Dmitry Lubomirsky - Cupertino CA Saravjeet Singh - Santa Clara CA
Assignee:
Applied Materials, Inc. - Santa Clara CA
International Classification:
H05H 100
US Classification:
15634549, 15634546, 118723 I, 118723 E, 118723 MA, 118723 MR, 438732, 438728
Abstract:
A substrate etching chamber has a substrate support, a gas supply to introduce a process gas into the chamber; an inductor antenna to sustain a plasma of the process gas in a process zone of the chamber, and an exhaust to exhaust the process gas. A magnetic field generator disposed about the chamber has first and second solenoids. A controller is adapted to control a power supply to provide a first current to the first solenoid and a second current to the second solenoid, thereby generating a magnetic field in the process zone of the chamber to controllably shape the plasma in the process zone to reduce etch rate variations across the substrate.
Split-Phase Chamber Modeling For Chamber Matching And Fault Detection
In at least one embodiment, the present invention is a method for thin-film process chamber data analysis, which includes acquiring chamber data, defining an adjustment portion of the chamber data and a steady-state portion of the chamber data, and forming a chamber model having an adjustment portion and a steady-state portion. The method can further include comparing the chamber model with a subject chamber to provide a chamber data comparison and utilizing the chamber data comparison.
Method And System Of Monitoring Manufacturing Equipment
A method and system is provided for monitoring manufacturing equipment and, more particularly, for monitoring manufacturing equipment in a semiconductor fabrication facility using existing tool elements. The method includes operating a tool working at an operating mode such that at least one of its control parameters is outside of a normal operating range, and measuring the at least on of the control parameters of the tool working at the operating mode outside of the normal operating range. The method further includes detecting a change to a condition of the tool based on the measuring of the at least one control parameter.
A method and apparatus for monitoring an etch process. The etch process may be monitored using measurement information (e. g. , critical dimensions (CD), layer thickness, and the like) provided ex-situ with respect to the etch process in combination with in-situ monitoring (e. g. , spectroscopy, interferometry, scatterometry, reflectometry, and the like) performed during the etch process. The ex-situ measurement information in combination with the in-situ monitoring may be used to monitor for example, an endpoint of an etch process, an etch depth profile of a feature formed on a substrate, fault detection of an integrated circuit manufacturing process, and the like.
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