DOE's first ‘Intro to HPC’ Bootcamp focuses on energy justice and a new model for workforce development

Intro to HPC Bootcamp breakout session

ALCF’s Alvaro Vazquez-Mayagoitia leads a breakout session at the 2023 Intro to HPC Bootcamp.

Broad-based program emphasizes social issues to attract a diverse pool of students to computing sciences.

Energy justice and workforce development were the driving themes of the U.S. Department of Energy’s (DOE’s) first “Introduction to High-Performance Computing (HPC) Bootcamp,” held at Lawrence Berkeley National Laboratory (Berkeley Lab) August 7-11 and hosted by the National Energy Research Scientific Computing Center (NERSC), in collaboration with the Argonne Leadership Computing Facility (ALCF), the Oak Ridge Leadership Computing Facility, and the Sustainable Horizons Institute (SHI). The event was funded by the DOE’s Exascale Computing Project (ECP).

This immersive program took a novel approach to HPC training by turning the traditional curriculum upside down. Instead of focusing just on technology and its applications, the bootcamp engaged students in energy justice projects so they learned how to use HPC to answer compelling social impact questions. “Our framework emphasizes social good using project-based pedagogy and real-life science stories to prepare students for internships and future careers at DOE and the national labs,” said SHI Director Mary Ann Leung.

The event was inspired by the DOE Office of Economic Impact and Diversity (ED) and their work implementing the Justice40 Initiative, whose goal is to ensure that at least 40% of the overall benefits of certain federal investments flow to disadvantaged communities that are marginalized, underserved, and overburdened by pollution, noted Dr. Anjuli Jain Figueroa, chief of the Office of Energy Justice Analysis Division within the DOE’s ED. “We need democratic participation to ensure our energy systems work for everyone,” she said during her keynote address at the BootCamp.

Some 60 students – many with little to no background in HPC – and 10 peer mentors from schools across the U.S. participated in the five-day instructional event, which also included a tour of the NERSC facility and the Perlmutter supercomputer. Participants received hands-on experience working with state-of-the-art computational and data science tools and techniques to explore issues related to the social impact of modern-day energy challenges, such as climate risk, solar power, sustainable cities, and energy usage.

HPC Bootcamp group photo outside

A group photo at the data center while touring the NERSC facilities. 

“Attendees found their time at Berkeley Lab extremely worthwhile, both for the insights into the power of HPC and for the insights you derive into the linked social and technological challenges of the Justice40 Initiative – issues like climate change and renewable energy,” said Jonathan Carter, Associate Laboratory Director for Computing Sciences at Berkeley Lab. “The solutions we design and implement must have a more equitable impact across society than the rewards of previous scientific endeavors.”

“The level of student engagement was especially gratifying to see, as we envision the bootcamp participants in our future workforce,” said Sreeranjani “Jini” Ramprakash, Deputy Director of the ALCF and lead initiator of the Introduction to HPC thrust of ECP’s Broadening Participation Initiative, which was established in 2022 to build a more diverse workforce in computing sciences and foster an inclusive professional environment and culture throughout the DOE national lab community.

Diversifying Participation in HPC

The bootcamp approach is one of three programs within the Broadening Participation Initiative. The DOE has long recognized that recruiting and retaining HPC employees from a variety of cultures and backgrounds is a challenge that must be addressed for the national labs to successfully execute their missions and expand their workforce, noted Lois Curfman McInnes, lead organizer of the ECP Broadening Participation Initiative and a senior computational scientist in the Mathematics and Computer Science Division at Argonne National Laboratory. Representatives from the ECP’s Task Force on Broadening Participation began meeting in 2021 to exchange information and develop an overarching plan to attract underrepresented groups in STEM and HPC.

“Events like this, with a joint social justice and computing focus, broaden our workforce by introducing HPC to a more diverse range of students, many of whom may be majoring in non-computing fields,” said Suzanne Parete-Koon, HPC engineer at Oak Ridge National Laboratory who led a panel discussion on how HPC advances scientific discovery. “These efforts ultimately expand the types of problems we could solve using HPC.”

In addition to plenary presentations and panel discussions, the bootcamp at Berkeley Lab featured hands-on breakout sessions that enabled participants to address specific challenges in energy justice and learn how HPC can be used in this process, such as working with geographic information systems to enhance data-driven analysis and decision making on a regional basis.

“The students worked together in groups on one of seven projects, supported by their peer mentor and project leads,” said Paige Kinsley, education outreach lead at Argonne and one of the bootcamp organizers. For example, students who participated in Project 7 (understanding the relationships of power outages and the socioeconomics of a specific region) used the Perlmutter system to learn about the data analysis tools needed to look at trends in one region of the U.S. They then applied those tools more broadly, expanding the focus of their data analysis beyond one region to multiple states and layered other variables such as demographic information to better understand who was impacted.

"I’m happy that NERSC was able to host this event at Berkeley Lab,” said Rebecca Hartman-Baker, one of the organizers and lead of NERSC’s User Engagement Group. “It was a great opportunity for us because NERSC and Berkeley Lab are committed to energy justice, expanding the reach of HPC to new communities, and developing a diverse workforce."

The collaboration between Berkeley, Argonne, and Oak Ridge was made possible by a major effort involving multiple staff from each facility, noted Helen He, NERSC training lead, who was among those instrumental in organizing the on-site and technical logistics. “We appreciated all the support, from the core team working on activities, presentations, and projects to upper lab management and staff welcoming and sharing their own HPC career paths, to others contributing to machine room tours, panels, social programs, Perlmutter support, and more.”

Looking ahead, the organizers are working to refine this model and expand its reach through other modalities, such as academic curricula and online learning, especially engaging students from underrepresented communities and beyond. “Through events like this, students address some of the energy grand challenges facing their generation while learning HPC methods,” said Ramprakash. “During the bootcamp, their questions demonstrated keen interest in the work performed at DOE national labs and a new awareness of the long-term research careers that DOE advanced computing facilities make possible.”

A post-event survey reflects this. The survey was distributed electronically to 60 participants at the conclusion of the bootcamp, and 54 responded. The survey included both qualitative and quantitative items related to participants’ satisfaction with the bootcamp, as well as the perceived impact on their technical skills, understanding of energy justice, and future research or career attainment. Preliminary feedback indicates that by focusing on project-based HPC for energy justice topics, the bootcamp captured the interest of a wide range of students from underrepresented groups, exposing them to the power of applying HPC to challenges in science and society. Participants also indicated interest in pursuing a career in HPC or energy justice, as well as at a DOE lab.

“Our whole reason for pioneering this innovative approach is to create easy on-ramps to DOE labs through HPC training, internships, and, ultimately, careers, with a long-term goal of diversifying and strengthening our workforce,” added McInnes.


The Argonne Leadership Computing Facility provides supercomputing capabilities to the scientific and engineering community to advance fundamental discovery and understanding in a broad range of disciplines. Supported by the U.S. Department of Energy’s (DOE’s) Office of Science, Advanced Scientific Computing Research (ASCR) program, the ALCF is one of two DOE Leadership Computing Facilities in the nation dedicated to open science.

Argonne National Laboratory seeks solutions to pressing national problems in science and technology. The nation’s first national laboratory, Argonne conducts leading-edge basic and applied scientific research in virtually every scientific discipline. Argonne researchers work closely with researchers from hundreds of companies, universities, and federal, state and municipal agencies to help them solve their specific problems, advance America’s scientific leadership and prepare the nation for a better future. With employees from more than 60 nations, Argonne is managed by UChicago Argonne, LLC for the U.S. Department of Energy’s Office of Science.

The U.S. Department of Energy’s Office of Science is the single largest supporter of basic research in the physical sciences in the United States and is working to address some of the most pressing challenges of our time. For more information, visit https://​ener​gy​.gov/​s​c​ience.