United States

Pioneer chip markets, such as data centers or the automotive industry, have a growing demand for dependable and secure chips to sustain power efficiency and long-term performance. The inevitable degradation of chip reliability caused by the two major aging mechanisms, BTI and HCD, may cause critical chip performance degradation. In this paper, we present our latest on-chip odometer technology, employed to accurately quantify in-field Si degradation using our two new designs of RO-based odometers.

IRPS 2024 Main Conference

Demonstration of Chip Overclock Detection by Employing Tamper-aware Odometer Technology

tamper detection

ring-oscillator

integrated circuit reliability

#### Welcome to the 60th IEEE International Reliability Physics Symposium (IRPS)!

[![](https://assets.underline.io/uploads/markdown_image/1/image/f6b8cf9ecca2209dd3e0fcebe80a2915.png)](https://underline.io/events/282/reception) [![](https://assets.underline.io/uploads/markdown_image/1/image/e787ff477f8d2b687fb0b54d83d35e11.png)](https://drive.google.com/drive/folders/1GAycr7pPrZG2ZzZP-geUL8vGWswjCB1N?usp=sharing) [![](https://assets.underline.io/uploads/markdown_image/1/image/7492fafcc0c623afe96fe15207855ed9.png)](https://www.irps.org/)
 

**General Chair Welcome Message**

Welcome to IRPS 2022! When the IRPS Management Committee began making plans for Dallas, we recognized the strong desire by the reliability physics community to return to a face-to-face symposium that we last had in Monterey in 2019. But as time progressed, we recognized that travel restrictions were not being lifted as rapidly as we anticipated. Rather than leave out those of you who could not attend in person, we adopted a hybrid format allowing for both remote attendance and remote presentations. This is a first for IRPS and I am confident it will be a success for all.

With this new hybrid format, the symposium will return to the original five-day format with Tutorials and Year in Review on the first two days. The Technical Program, Keynote Talks, Workshops and Poster session will be held on the following three days. All of these (except Workshops and Posters) will be available via real-time streaming in the US Central Time zone with virtual attendees having Q&A access to the presenters. For those virtual attendees who cannot watch the live presentations, the material will be available on demand to all attendees for a month after the symposium with the ability to communicate with the authors.

In 2020, we were planning on co-hosting the International ESD Workshop (IEW) ESD workshop when the COVID-19 pandemic hit. For 2022, IEW will be seamlessly embedded into the IRPS Program and will sponsor three tutorials, an invited talk, two technical sessions and two evening workshops focused on ESD and latch-up. And we continue our
collaboration with our sister conference, European Symposium on Reliability of Electron Devices Failure Physics and Analysis (ESREF) by hosting their Best Paper and the International Integrated Reliability Workshop (IIRW) by hosting their Best Student Paper.

Our primary objective is to maintain the symposium’s leadership role in the reliability physics of microelectronic devices by attracting leading researchers to present their work and providing attendees the best place to access this information. With all the buzz in the media about whether Moore’s Law has hit its limit, IRPS has been promoting expertise developed in silicon-based reliability over the past sixty years and expanding into new material areas. This year, eight of the technical sessions are devoted to reliability in topics outside of traditional silicon, including wide bandgap GaN/SiC, emerging memory and neuromorphic computing. I hope our ability to draw these communities together will accelerate the cross-fertilization of ideas. 

The Technical Program consists of four keynote speakers, twenty-three invited speakers and eighty-seven oral presentations organized in thirty technical sessions on eighteen reliability topics. Over two evenings, there will be ten Workshops and sixty-six Poster presentations that are designed to allow in person attendees and experts to interact
with one another. With eighteen tutorials covering topics ranging from fundamental transistor and memory reliability all the way up to automotive and complex system-level reliability, this year’s symposium provides an excellent learning opportunity for engineers and scientists new to reliability as well as experienced individuals wanting to explore new
areas. The Year in Review, which serves as a summary of research in the past year, will cover 3D packaging, emerging memory and aging aware circuit designs.

Finally, I would like to express my extreme gratitude to our patrons and exhibitors, whose support makes IRPS possible.
And to all of you, our in person and virtual attendees, for supporting this symposium for sixty years!

**Charles W. Slayman, General Chair** 
**of 2022 IRPS Management Committee**
 
**About IRPS**

The IEEE International Reliability Physics Symposium (IRPS) is the premiere conference for engineers and scientists to present new and original work in the area of microelectronics reliability. Drawing participants from the United States, Europe, Asia, and all parts of the world, IRPS seeks to understand the reliability of semiconductor devices, integrated circuits, and microelectronic assemblies through an improved understanding of both the physics of failure as well as the application environment. IRPS provides numerous opportunities for attendees to increase their knowledge and understanding of all aspects of microelectronics reliability, and to meet and network with reliability colleagues from around the world.

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IRPS 2022 Main Conference 

IRPS provides numerous opportunities for attendees to increase their knowledge and understanding of all aspects of microelectronics reliability. It is also an outstanding chance to meet and network with reliability colleagues from around the world.

technical paper

#### Welcome to the 62nd IEEE International Reliability Physics Symposium (IRPS)! 
**The 2024 IEEE International Reliability Physics Symposium (IRPS) was held in Dallas, Texas from April 14 to 18, 2024.** 

[![](https://assets.underline.io/uploads/markdown_image/1/image/9cc005f94b4ba4a81918eb49e0a51057.png)](https://underline.io/events/446/reception)
[![](https://assets.underline.io/uploads/markdown_image/1/image/acae953ba70ae2a57eed7b0250d6dd7d.png)](https://www.irps.org/)
[![](https://assets.underline.io/uploads/markdown_image/1/image/e1806748f2fc69f825e596872a7afdfd.png)](https://drive.google.com/drive/folders/1SmhpLZD9swYxrfP0TYF6327QTIciy3tV?usp=drive_link)
 

**[IRPS 2024 eGuide](https://drive.google.com/file/d/1DHxkWbafodK_D2HlDi7lwRK7KatgBgBD/view?usp=drive_link)** 
Please save the zip file locally and click the "start.pdf" to view the file. 
 
**IRPS 2024 General Chair Welcome Message**

On behalf of the Management Committee of the IEEE International Reliability Physics Symposium (IRPS) and the IRPS Board of Directors, it gives me great pleasure to extend a warm welcome to all who are planning to attend the IRPS 2024, scheduled to take place from April 14-18, 2024, in Dallas, TX. 
Over its 62-year history, IRPS has solidified its position as the premiere conference for engineers and scientists to present new and original work in the field of microelectronics reliability. Drawing participants from the United States, Europe, Asia, and other parts of the world, IRPS aims to deepen our understanding of reliability of semiconductor devices, integrated circuits, and microelectronic assemblies through an improved understanding of both the physics of failure as well as the application environment. IRPS offers diverse opportunities for attendees to enhance their knowledge and understanding of all aspects of microelectronics reliability. It is also an outstanding chance to meet and network with reliability colleagues from around the world.

The IRPS 2024 technical activities will begin with two days of a total of twenty tutorial sessions covering a broad spectrum of emerging reliability topics beyond CMOS device, circuit and system reliability. These sessions are devoted to both newcomers as well as experts. Three reliability Year in Review (YIR) talks focusing on neuromorphic computing, dielectric breakdown in leading edge devices, and GaN technology will be provided on Monday after the tutorials.

The IRPS 2024 technical program will feature four distinguished keynote talks in the plenary sessions delivered by Prof. Shinichi Takagi from The University of Tokyo and Dr. Su Jin Ahn from Samsung on Tuesday, Dr. Rajeev Malik from IBM on Wednesday, and Dr. Sameer Pendharkar from Texas Instruments on Thursday. The technical program, organized into three parallel tracks, consists of contributed and seventeen invited papers from leaders in industry and academia. Additionally, two invited talks by recipients of paper awards from our sister conferences, European Symposium on Reliability of Electron Device Failure Physics and Analysis (ESREF) 2023 and the International Integrated Reliability Workshop (IIRW) 2023, will be given in the technical program. 

Tuesday evening will host ten workshops, offering an opportunity for in-depth, face-to-face discussions on emerging reliability challenges, including the three IRPS 2024 focus topics. A poster session will be held in the Austin Ranch outside the symposium building on Wednesday evening. Both events are sure to be lively. The IRPS 2024 and the International ESD Workshop (IEW) will be co-hosted with IEW registrants participating in both IRPS and IEW programs.

The IRPS 2024 will adopt a hybrid conference style, allowing virtual access to live oral presentations hosted by the Underline. Real-time streaming of all technical events (excluding Workshops and Posters) will be available in the US Central Timezone, providing virtual attendees with Q&A opportunities. For those virtual attendees who cannot watch the live presentations, the material will be available on demand to all attendees after the symposium. All authors will be presenting in person.

Finally, I would like to extend my extreme gratitude to our patrons, exhibitors, and all participants for their invaluable support, which makes IRPS successful. 

Please enjoy the IRPS 2024!

Koji Eriguchi, General Chair 
of 2024 IRPS Management Committee
 
**About IRPS** 
The IEEE International Reliability Physics Symposium (IRPS) is the premiere conference for engineers and scientists to present new and original work in the area of microelectronics reliability. Drawing participants from the United States, Europe, Asia, and all parts of the world, IRPS seeks to understand the reliability of semiconductor devices, integrated circuits, and microelectronic assemblies through an improved understanding of both the physics of failure as well as the application environment. IRPS provides numerous opportunities for attendees to increase their knowledge and understanding of all aspects of microelectronics reliability, and to meet and network with reliability colleagues from around the world.

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Please be sure to check your spam and other email folders if you do not see an email confirmation right away.

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To access the site please register [**here**](https://www.irps.org/registration-fees). 

Please register!

The IEEE International Reliability Physics Symposium (IRPS) is the premiere conference for engineers and scientists to present new and original work in the area of microelectronics reliability. IRPS seeks to understand the reliability of semiconductor devices, integrated circuits, and microelectronic assemblies through an improved understanding of both the physics of failure as well as the application environment. 

We report distinct breakdown mechanisms in CVD monolayer MoS2 FET devices for the first time mediated by either voltage or currents in devices. A detailed analysis of the breakdown physics explains the operational effects led shortcomings expected in downscaled devices. Operating short channel TMDs devices would be tricky owing to the dipole moment making it imperative to address the piezoelectric response related drifts in search of reliable performance.

Decoupling Current and Voltage Mediated Breakdown Mechanisms in CVD MoS2 FETs

In this work we develop an ALD grown IGZO channel analyze physical mechanism and reliability governed by channel defects and demonstrate interface-engineered IGZO (IFE-IGZO)-based transistor with high mobility (µ) and superior reliability.

Low-PBTS defect-engineered high-mobility metal-oxide BEOL transistors

A simplified methodology to link CW (Continuous Wave) RF stresses to complex mission profiles is presented in order to compare the lifetimes of different 40nm PDSOI Power Amplifier (PA) cells, versus bias and under different 5G-FR2 modulation profiles. The best lifetime is achieved when using the most complex 5G modulation due to output power/linearity constraints. VT drift correction is also identified as a powerful tool to increase transistor HCI lifetime under PA operation.

A Methodology to address RF aging of 40nm CMOS PA cells under 5G mmW modulation profiles

A robustness assessment has been performed for 77GHz power amplifier. First, a study performed at device level with RF stress illustrates the process capability to support HCI for aggressive mission profile, then secondly a robust setup OLT has been used to carry out 500h stress on several samples. The spread observed on degradation can be explained with Monte Carlo simulation of the complete TX chain. Adequation with ageing model are rather good.

Robustness assessment through 77GHz Operating Life Test of power amplifier for radar application in 28nm FD-SOI CMOS

This study detects recycled ICs by assessing aging-related degradation in intrinsic I/O pad transistors. We do this by: (i) configuring Arm Cortex-M0+ microcontrollers (32 and 72 MHz) to access individual I/O buffer transistors (NMOS/PMOS), (ii) examining NBTI/PBTI degradations in these PMOS and NMOS transistors under AC and DC stress, and (iii) developing an algorithm to distinguish between recycled (with estimated age) and new ICs based on the degradation rate in the NMOS/PMOS under stress.

Validating Supply Chain against Recycled COTS ICs using I/O Pad Transistors: A Zero-Area Intrinsic Odometer Approach

This work reports a new mechanism to create highly accelerated hot-carrier damage into FinFET devices by two-photon laser. This method is analogous to real use hot-carrier damage and offers an interesting alternative to understand the aging effects in VLSI circuits for high reliability applications.

Hot-Carrier Aging by Ultrafast Laser on 22FLL FinFET Technology

We performed a systematic study on HCI in I/O n/p-FinFETs. We extended our investigation to p-MOS with more process optimization techniques. We observed that HCI can be improved by higher S/D ext. implant dose/energy/tilt angle, smaller S/D CD, and larger proximity. We confirmed HCI improvement is attributed to the reduced lateral electric field in the drain due to the larger velocity saturation region. We summarized various strategies that can be used to optimize HCI reliability.

A Systematic Study of HCI Improvement in FinFET with Source/Drain Implant and Geometry Modulation

5G, Beyond 5G and 6G phased arrays for communications and sensing are being developed for consumer use. The communication system requirements lead to a few phased array architectures, package and semiconductor process options which then impact common reliability concerns and challenges. Integrated system and technology co-design offers opportunities for improvements in the handset and adjacent device spaces.

Reliability Considerations for 5G and 6G Phased Arrays

This paper presents transformer-based deep learning approach for outlier detection, reducing DPPM while maintaining competitive testing costs. Outlier ICs are identified by comparing deep learning-predicted parameters and corresponding measured values. Comparative analysis with D-PAT, NNR, and machine learning approaches validates our method's superior DPPM reduction: 62% compared to D-PAT, 13% compared to NNR, and 8% compared to machine learning method. Physical analysis confirms our method's sensitivity to latent defects, highlighting cost-effectiveness in achieving automotive-grade quality.

Utilizing Transformer Deep Learning Based Outlier Detection to Screen Out Reliability Weak ICs

Quantum Computing has continued to gain traction in having the potential to shape the future of computing. In this talk, I will discuss some of the latest developments in the field - from a technical as well as business viewpoint. This presentation will also share engineering advancements and challenges, not only in the processors powering the quantum computer but the entire system. As we move on the path towards quantum advantage and broader commercialization of this technology, the focus on longer term reliability of the key components will become even more critical and aspects related to superconducting qubit-based quantum computers will be highlighted. Finally, a vision of where we see the inevitable convergence of high performance classical computers (HPC) with quantum computers, in what is termed as quantum-centric supercomputing will be presented.

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Decoupling Current and Voltage Mediated Breakdown Mechanisms in CVD MoS2 FETs

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