Agenda

Welcome to the official opening of the 2026 EOS/ESD Symposium.

Collecting and labeling real-world lab data is expensive and time-consuming. The traditional supervised-learning paradigm, whether for fault classification, device characterization, or fault-cause prediction, will not perform well when there is insufficient labeled data to train a reliable model. AI model training will be even more challenging when the application spans multiple technology nodes and devices, with unique impacts of process variations on ESD behavior. We will first review machine learning techniques well-suited for handling limited or imbalanced data. We, then more specifically, discuss a scalable transfer learning framework utilizing (i) a TCAD simulation model calibrated against a lab-measured device, and (ii) a neural network classifier pre-trained using TCAD simulation data and fine-tuned using the lab-measured data. This framework correlates various abnormalities to device physical variations, providing a deeper insight into design/process parameters and ESD window boundaries that can influence TLP variations.

More details to be announced.

In this work, we present, for the first time, the impact of both process and fab-to-fab variations on the ESD performance of an entire library of snapback-based ESD protection devices. Quantitative process margins will be evaluated, and the impact on robust ESD design will be established.

An empirical method for analyzing FICDM test results is presented to determine the ESD current waveform based on the target package size and to build a predictive circuit simulation model to evaluate the CDM robustness of a packaged SOC.

In this work, we analyzed the cause of premature failures from an internal device. Early ESD failure under IO-to-IO stress is governed by the device-internal response of HV PNP following parasitic NPN triggering. Local N-well potential modulation causes premature turn-on in the outermost PNP finger, limiting the secondary breakdown current.

This paper presents ESD diode models targeting the CDM time domain using the CMC-standard ASM-ESD methodology, capturing transient voltage overshoot and self-heating effects. It covers simulation testbench configuration, measurement data processing, model parameter extraction, silicon validation, and quality assurance. The geometry scaling of reverse-biased breakdown behavior is also discussed.

Join us for the presentation of the 2025 Best Paper and Outstanding Paper Awards.

Details to be announced.

Details to be announced.

This work investigates the possible ESD diodes in CFET technology. The trade-off between process complexity and ESD performance is discussed. The ESD performance of a diode-connected MOS is benchmarked, and its dependencies on layout parameters are discussed. Furthermore, the impact of the bulk substrate on ESD diodes is studied.

ESD detection with oscilloscope and antennas in manufacturing environments is constrained by the high cost and limited availability of broadband measurement equipment. This work systematically characterizes antenna-oscilloscope configurations under bandwidth-limited conditions to identify cost-effective alternatives. Antenna responses are analyzed across multiple configurations for detecting HBM and CDM discharge events.

In this paper, sub-nanosecond ESD endurance of advanced nanosheet devices is investigated to address the transient overshoot issue in high-speed digital I/O circuits during CDM events. Based on comprehensive device-level characterization results, ESD simulation is adopted to accurately predict the sub-ns CDM performance of complex I/O circuit topologies.

Polymer bottles are used to contain a variety of flammable materials in industry. Fires and personal shocks have created numerous incidents. Case studies are presented for four (4) notable incidents. An investigation into the causes and the development of a new test method for evaluating polymer bottles is presented.

Silicon substrates with sub-micron thickness, necessary to connect front- and back-side metal stacks exploiting through-silicon vias, introduce additional thermal dissipation challenges for ESD protection devices. The presence of buried power rails on the wafer backside improves the robustness of thin-substrate diodes by enabling more efficient heat sinking during long ESD pulses.

ESD risk assessments have been performed using measurements and simulations for processes involving printed circuit boards. For the ICs used in the process, the CDM withstand voltage and areas enable a worst-case estimate of the risk based on the transferred charge in the respective discharge scenario.

Electrostatic Discharge (ESD) protection has become more critical and complex in advanced CMOS design. This session provides a comprehensive year-in-review of the evolving ESD protection landscape, tracing the roadmap from FinFET to the Gate-All-Around (GAA) era, as well as the back-side power delivery network (BSPDN). The most impactful literature in recent years will be shared, synthesizing ESD protection strategies across multiple domains. The review emphasizes device-level optimizations in diodes and SCRs, alongside circuit-level innovations and the shift toward Design-Technology Co-Optimization (DTCO) strategies.

Join us for the official opening of the Exhibit Hall!

EOS/ESD Association, Inc. established ESD Compliance Verification Technician, which is based on the ESDA’s technical report, ESD TR53® Compliance Verification of ESD Protective Equipment and Materials.
Become certified by industry leaders, developers, and authors of ESD TR53®.

The ESD Compliance Verification Technician certification provides an understanding of ESD concepts, how compliance verification fits into an ESD control program, and details all the necessary equipment, methods, and best practices to successfully conduct compliance verification within your organization.

LEARNING OBJECTIVES:
Upon completion of this training, individuals will be able to:

• Understand fundamentals of electrical theory & electrostatics and the applicability to an ESD Control Program
• Understand what compliance verification is and how it fits within an ESD Control Program
• Understand the requirements of ESD TR53®-01-22 and how it can be used to meet the requirements of compliance verification

WHO SHOULD ATTEND?

• Individuals requiring a working knowledge and understanding of ESD TR53®-01-22
• Quality Professionals/Engineers/Consultants/Technicians
• Sales / Application Specialists

PREREQUISITES:
Individuals should review ESD TR53®-01-22 before beginning the course and keep it readily available for quick reference during the course. ESD TR53®-01-22 is available at https://www.esda.org/store/ and searching “TR53”.

A person certified in process assessment will possess a foundational understanding of general process assessment strategies, specifically those covered during the training. However, this certification does not equip individuals to conduct assessments in every possible scenario. Practical, hands-on experience with real-world process assessments is essential and cannot be fully replaced by the training provided in this certification.

Who Should Consider This Certification:

• ESD Professionals and Process Engineers working in factory environments who are responsible for identifying and evaluating potential ESD risks.
•      Individuals seeking training that extends beyond the scope of process assessment as defined in ANSI/ESD S20.20 particularly those interested in hands-on experience, measurement techniques, and applying Process Assessment Evaluation (PAE) in real-world settings.
•      Those assigned to assess ESD risks within their organization and who require both the training and credentials necessary to perform effective process assessments.
•      Individuals with prior experience in process assessment wish to deepen their expertise and broaden their perspective with additional techniques and considerations.

Learning outcome/skill sets:

•  Develop a systematic approach to process assessment and troubleshooting, grounded in ANSI/ESD SP17.1 principles.
• Gain knowledge of advanced measurement techniques used in process assessment (PA).
• Understand key manufacturing processes, identify critical steps prone to ESD risk, and explore effective mitigation strategies.
• Acquire a foundational understanding of Electromagnetic Interference (EMI), Electrical Overstress (EOS), and relevant auditing methodologies.

Pre-requisites recommended (advanced topics):

• 3–5 years of experience in ESD
• Experience in basic ESD measurement techniques, for example, TR53 certification or equivalent knowledge

Classroom subjects

•            Motivation for process assessment
•       Introduction to physical parameters
•       ESD models of devices, systems, and boards and their relevance in the field   
•       ESD risk scenarios, process assessment flows, and overview of measurement techniques

      The in-person format, which will include demonstrations, exercises, and hands-on opportunities for students, is as follows:

•      Determining the ESD robustness of devices and boards
•      ESD assessment flow I – manual handling   
•      ESD assessment flow II – isolated conductors         
•      ESD assessment flow III – charged ESDS items
•           ESD assessment flow IV – risk due to insulators
•      ESD assessment flow V – ESD event detection
•      Mitigation techniques
•      ESD risk assessment flows for troubleshooting
•      Examples of successful ESD risk assessment

  Exam    

•        Written (multiple choice) exam         
•        Hands-on exam (assess a typical process)   - one hour practical exam    

EOS/ESD Association, Inc. established ESD Compliance Verification Technician, which is based on the ESDA’s technical report, ESD TR53® Compliance Verification of ESD Protective Equipment and Materials.
Become certified by industry leaders, developers, and authors of ESD TR53®.

The ESD Compliance Verification Technician certification provides an understanding of ESD concepts, how compliance verification fits into an ESD control program, and details all the necessary equipment, methods, and best practices to successfully conduct compliance verification within your organization.

LEARNING OBJECTIVES:
Upon completion of this training, individuals will be able to:

• Understand fundamentals of electrical theory & electrostatics and the applicability to an ESD Control Program
• Understand what compliance verification is and how it fits within an ESD Control Program
• Understand the requirements of ESD TR53®-01-22 and how it can be used to meet the requirements of compliance verification

WHO SHOULD ATTEND?

• Individuals requiring a working knowledge and understanding of ESD TR53®-01-22
• Quality Professionals/Engineers/Consultants/Technicians
• Sales / Application Specialists

PREREQUISITES:
Individuals should review ESD TR53®-01-22 before beginning the course and keep it readily available for quick reference during the course. ESD TR53®-01-22 is available at https://www.esda.org/store/ and searching “TR53”.

A person certified in process assessment will possess a foundational understanding of general process assessment strategies, specifically those covered during the training. However, this certification does not equip individuals to conduct assessments in every possible scenario. Practical, hands-on experience with real-world process assessments is essential and cannot be fully replaced by the training provided in this certification.

Who Should Consider This Certification:

• ESD Professionals and Process Engineers working in factory environments who are responsible for identifying and evaluating potential ESD risks.
•      Individuals seeking training that extends beyond the scope of process assessment as defined in ANSI/ESD S20.20 particularly those interested in hands-on experience, measurement techniques, and applying Process Assessment Evaluation (PAE) in real-world settings.
•      Those assigned to assess ESD risks within their organization and who require both the training and credentials necessary to perform effective process assessments.
•      Individuals with prior experience in process assessment wish to deepen their expertise and broaden their perspective with additional techniques and considerations.

Learning outcome/skill sets:

•  Develop a systematic approach to process assessment and troubleshooting, grounded in ANSI/ESD SP17.1 principles.
• Gain knowledge of advanced measurement techniques used in process assessment (PA).
• Understand key manufacturing processes, identify critical steps prone to ESD risk, and explore effective mitigation strategies.
• Acquire a foundational understanding of Electromagnetic Interference (EMI), Electrical Overstress (EOS), and relevant auditing methodologies.

Pre-requisites recommended (advanced topics):

• 3–5 years of experience in ESD
• Experience in basic ESD measurement techniques, for example, TR53 certification or equivalent knowledge

Classroom subjects

•            Motivation for process assessment
•       Introduction to physical parameters
•       ESD models of devices, systems, and boards and their relevance in the field   
•       ESD risk scenarios, process assessment flows, and overview of measurement techniques

      The in-person format, which will include demonstrations, exercises, and hands-on opportunities for students, is as follows:

•      Determining the ESD robustness of devices and boards
•      ESD assessment flow I – manual handling   
•      ESD assessment flow II – isolated conductors         
•      ESD assessment flow III – charged ESDS items
•           ESD assessment flow IV – risk due to insulators
•      ESD assessment flow V – ESD event detection
•      Mitigation techniques
•      ESD risk assessment flows for troubleshooting
•      Examples of successful ESD risk assessment

  Exam    

•        Written (multiple choice) exam         
•        Hands-on exam (assess a typical process)   - one hour practical exam    

EOS/ESD Association, Inc. established ESD Compliance Verification Technician, which is based on the ESDA’s technical report, ESD TR53® Compliance Verification of ESD Protective Equipment and Materials.
Become certified by industry leaders, developers, and authors of ESD TR53®.

The ESD Compliance Verification Technician certification provides an understanding of ESD concepts, how compliance verification fits into an ESD control program, and details all the necessary equipment, methods, and best practices to successfully conduct compliance verification within your organization.

LEARNING OBJECTIVES:
Upon completion of this training, individuals will be able to:

• Understand fundamentals of electrical theory & electrostatics and the applicability to an ESD Control Program
• Understand what compliance verification is and how it fits within an ESD Control Program
• Understand the requirements of ESD TR53®-01-22 and how it can be used to meet the requirements of compliance verification

WHO SHOULD ATTEND?

• Individuals requiring a working knowledge and understanding of ESD TR53®-01-22
• Quality Professionals/Engineers/Consultants/Technicians
• Sales / Application Specialists

PREREQUISITES:
Individuals should review ESD TR53®-01-22 before beginning the course and keep it readily available for quick reference during the course. ESD TR53®-01-22 is available at https://www.esda.org/store/ and searching “TR53”.

A person certified in process assessment will possess a foundational understanding of general process assessment strategies, specifically those covered during the training. However, this certification does not equip individuals to conduct assessments in every possible scenario. Practical, hands-on experience with real-world process assessments is essential and cannot be fully replaced by the training provided in this certification.

Who Should Consider This Certification:

• ESD Professionals and Process Engineers working in factory environments who are responsible for identifying and evaluating potential ESD risks.
•      Individuals seeking training that extends beyond the scope of process assessment as defined in ANSI/ESD S20.20 particularly those interested in hands-on experience, measurement techniques, and applying Process Assessment Evaluation (PAE) in real-world settings.
•      Those assigned to assess ESD risks within their organization and who require both the training and credentials necessary to perform effective process assessments.
•      Individuals with prior experience in process assessment wish to deepen their expertise and broaden their perspective with additional techniques and considerations.

Learning outcome/skill sets:

•  Develop a systematic approach to process assessment and troubleshooting, grounded in ANSI/ESD SP17.1 principles.
• Gain knowledge of advanced measurement techniques used in process assessment (PA).
• Understand key manufacturing processes, identify critical steps prone to ESD risk, and explore effective mitigation strategies.
• Acquire a foundational understanding of Electromagnetic Interference (EMI), Electrical Overstress (EOS), and relevant auditing methodologies.

Pre-requisites recommended (advanced topics):

• 3–5 years of experience in ESD
• Experience in basic ESD measurement techniques, for example, TR53 certification or equivalent knowledge

Classroom subjects

•            Motivation for process assessment
•       Introduction to physical parameters
•       ESD models of devices, systems, and boards and their relevance in the field   
•       ESD risk scenarios, process assessment flows, and overview of measurement techniques

      The in-person format, which will include demonstrations, exercises, and hands-on opportunities for students, is as follows:

•      Determining the ESD robustness of devices and boards
•      ESD assessment flow I – manual handling   
•      ESD assessment flow II – isolated conductors         
•      ESD assessment flow III – charged ESDS items
•           ESD assessment flow IV – risk due to insulators
•      ESD assessment flow V – ESD event detection
•      Mitigation techniques
•      ESD risk assessment flows for troubleshooting
•      Examples of successful ESD risk assessment

  Exam    

•        Written (multiple choice) exam         
•        Hands-on exam (assess a typical process)   - one hour practical exam    

A person certified in process assessment will possess a foundational understanding of general process assessment strategies, specifically those covered during the training. However, this certification does not equip individuals to conduct assessments in every possible scenario. Practical, hands-on experience with real-world process assessments is essential and cannot be fully replaced by the training provided in this certification.

Who Should Consider This Certification:

• ESD Professionals and Process Engineers working in factory environments who are responsible for identifying and evaluating potential ESD risks.
•      Individuals seeking training that extends beyond the scope of process assessment as defined in ANSI/ESD S20.20 particularly those interested in hands-on experience, measurement techniques, and applying Process Assessment Evaluation (PAE) in real-world settings.
•      Those assigned to assess ESD risks within their organization and who require both the training and credentials necessary to perform effective process assessments.
•      Individuals with prior experience in process assessment wish to deepen their expertise and broaden their perspective with additional techniques and considerations.

Learning outcome/skill sets:

•  Develop a systematic approach to process assessment and troubleshooting, grounded in ANSI/ESD SP17.1 principles.
• Gain knowledge of advanced measurement techniques used in process assessment (PA).
• Understand key manufacturing processes, identify critical steps prone to ESD risk, and explore effective mitigation strategies.
• Acquire a foundational understanding of Electromagnetic Interference (EMI), Electrical Overstress (EOS), and relevant auditing methodologies.

Pre-requisites recommended (advanced topics):

• 3–5 years of experience in ESD
• Experience in basic ESD measurement techniques, for example, TR53 certification or equivalent knowledge

Classroom subjects

•            Motivation for process assessment
•       Introduction to physical parameters
•       ESD models of devices, systems, and boards and their relevance in the field   
•       ESD risk scenarios, process assessment flows, and overview of measurement techniques

      The in-person format, which will include demonstrations, exercises, and hands-on opportunities for students, is as follows:

•      Determining the ESD robustness of devices and boards
•      ESD assessment flow I – manual handling   
•      ESD assessment flow II – isolated conductors         
•      ESD assessment flow III – charged ESDS items
•           ESD assessment flow IV – risk due to insulators
•      ESD assessment flow V – ESD event detection
•      Mitigation techniques
•      ESD risk assessment flows for troubleshooting
•      Examples of successful ESD risk assessment

  Exam    

•        Written (multiple choice) exam         
•        Hands-on exam (assess a typical process)   - one hour practical exam