iiinova — where your digital self keeps evolving

Berkeley Lab Computing Sciences @cs.lbl.gov · 01/06/2026

How do we make today’s early-stage quantum computers useful for complex chemistry? ⚛️🧪 A new hybrid approach from @berkeleylab.lbl.gov & @harvard.edu bypasses current hardware limits by combining streamlined quantum “snapshots” with powerful classical data analysis: bit.ly/MODMD #QuantumComputing

A schematic diagram divided into two main sections illustrating a computational workflow, with Quantum measurements on the left and Classical postprocessing on the right. The left section displays a series of quantum circuit diagrams at increasing time steps, featuring green blocks labeled Hamiltonian simulation and blue blocks labeled Shallow shadows, which output histograms and color-coded data vectors. The right section shows the flow of classical data processing, starting at the top with multi-layered, colorful grids representing data matrices being used to compute a central system matrix. An arrow points down from this matrix to a diagram labeled Spectral decomposition, which shows data points plotted around the perimeter of a circle to represent eigenvalues. A final arrow points left to a line graph labeled Energy error, illustrating the error rates for both an excited state and a ground state steadily decreasing as the number of data points increases.

020

Berkeley Lab Computing Sciences @cs.lbl.gov · 08/01/2026

Beyond AI art: creating scientific truth. New @berkeleylab.lbl.gov research evaluates how well AI models generate scientifically valid images of rocks, plants & ceramics. This work could revolutionize research by filling critical data gaps. Learn more: bit.ly/GenAI_LBNL #AIforScience #GenerativeAI

A comparative infographic showcasing the results of different generative AI models in creating scientific images. The infographic is divided into three vertical sections, labeled 'Ceramics,' 'Plants,' and 'Rocks.' Each section contains a grid of images comparing a 'Raw' scientific source image to AI-generated versions created by models including DCGAN, StyleGAN, DALL-E2, and DALL-E3. The 'Ceramics' section shows microscopic views of packed particles, the 'Plants' section displays images of seedlings and root systems, and the 'Rocks' section features grayscale micro-scans of rock sediment, illustrating the varying success of different AI models in reproducing scientifically accurate images.

050

Berkeley Lab Computing Sciences @cs.lbl.gov · 18/11/2025

🎉 Congrats @berkeleylab.lbl.gov researchers for winning 2025 HPCwire Awards! 🏆 @nersc.bsky.social & @VAST: Editor's Choice for advancing scientific data storage powering Doudna #HPC bit.ly/HPCwireDoudna 🏆 HPSF: Readers’ Choice for open software ecosystems bit.ly/HPCwireHPSF #SC25 #Data #Science

A digital graphic with a blue circuit board background. On the left is a large circular badge featuring the text “HPCWIRE 2025 Readers’ & Editors’ Choice Awards.” On the right, two images are stacked: above, a scientific visualization with blue and orange isosurfaces; below, a person in a light blue shirt holding a molecular model, set in front of a DNA helix graphic and the word "DOUDNA" written vertically along the left edge.

051

Berkeley Lab Computing Sciences @cs.lbl.gov · 13/11/2025

Congrats to @berkeleylab.lbl.gov 's John Shalf! He’s been awarded IEEE's 2025 Seymour Cray Award for pioneering work in energy-efficient computing & hardware-software co-design bit.ly/JS_CrayAward Heading to @Supercomputing ( #SC25 ) next week? Connect with our experts: bit.ly/LBL_SC25 #HPC

A person wearing a light-colored button-up shirt and a headset microphone gives a presentation while holding a remote control, with geometric red line designs featured in the background.

044

Berkeley Lab Computing Sciences @cs.lbl.gov · 05/09/2025

Meet Alex Morehead, @berkeleylab.lbl.gov's 2025 Hopper Fellow! He will develop a foundational #AI model to predict molecular properties & generate new molecules, leveraging @nersc.bsky.social #HPC & open-science collaborations: bit.ly/AM_Hopper 🔗 Apply to be a 2026 #HopperFellow: bit.ly/HopperLBNL

A person wearing a formal black suit and tie stands against a plain light-colored background. The individual has light brown hair styled neatly. The image captures the upper body, showcasing a professional appearance suitable for a business or formal setting.

032

Berkeley Lab Computing Sciences @cs.lbl.gov · 03/09/2025

DYK @berkeleylab.lbl.gov builds tools to help researchers write faster, more reliable #Fortran —the language powering #supercomputers for decades? ✅ Caffeine: bit.ly/FiatsLBNL ✅ Julienne & Assert: bit.ly/JulienneAssert ✅ Fiats: bit.ly/FiatsLBNL #AI #HPC #Science #Research #Engineering #Computing

A graphic representation of a coffee cup with layered components illustrating a software architecture. The layers from top to bottom include: 'Compiled Application,' 'PRIF,' 'Caffeine,' and 'GASNet-EX.' The base of the cup is labeled 'System Runtime & Memory Technologies,' indicating the foundational technologies that support the application.

An ASCII art representation of the word 'FIATS' created using various keyboard characters, with the text 'Fiats: Functional Inference and Training for Surrogates' displayed below. The design emphasizes a playful and creative approach to presenting the name of the software framework focused on functional inference and training.

An illustration featuring two interlocking gears labeled 'Julienne' in teal and 'Assert' in dark blue. Surrounding the gears are various design elements, including binary code (010), lines of code, checkboxes, and abstract shapes, symbolizing software development and code reliability. The overall design emphasizes the complementary relationship between the two frameworks in enhancing Fortran code reliability.

192

Berkeley Lab Computing Sciences @cs.lbl.gov · 26/08/2025

Unlock the potential of #Fortran, the pioneering programming language still vital today! Join @berkeleylab.lbl.gov’s Damian Rouson as he dives into Fortran 2023, discussing its significance in #HPC and sharing practical tips for optimizing your research software: go.lbl.gov/hirse-summer...

A person wearing a colorful floral-patterned shirt is standing in front of a light blue wall. The shirt features various shades of red, yellow, and green flowers against a dark background. The individual appears to be in a well-lit indoor environment, with soft natural light illuminating the scene.

030

Berkeley Lab Computing Sciences @cs.lbl.gov · 22/08/2025

🎉 Huge congratulations to @berkeleylab.lbl.gov's John Shalf for being named one of #HPCwire’s 35 Legends Class of 2025 — recognized as a Champion of HPC–Hyperscale Convergence! John’s pioneering work is helping advance scientific computing in the post-Moore’s Law era. 🔗 bit.ly/HPCWireJS #HPC

A graphic celebrating John Shalf's recognition as one of HPCWire's "35 Legends" for 2025. The image features the text "HPC Wire 35 Legends 2025" prominently at the top, with John Shalf's name displayed below it. The caption reads "Champion of HPC-Hyperscale Convergence." The background includes a stylized digital design, suggesting themes of technology and computing.

031

Berkeley Lab Computing Sciences @cs.lbl.gov · 21/08/2025

In Nature News & Views, @berkeleylab.lbl.gov's Peter Nugent and Harvard CFA’s Anya Nugent discuss a groundbreaking discovery by S.Schulze et al.: the first observation of a silicon- and sulfur-rich layer in a massive star, expelled before #Supernova 2021yfj. Read more: rdcu.be/eBzj6 #astrophysics

An illustration depicting the structure of a massive star at the end of its life. The top half shows the layers of the star: an iron core at the center, surrounded by a silicon-rich layer, and an outer layer labeled as "expelled silicon-sulfur." The bottom half illustrates the supernova explosion, with bright bursts of light radiating outward, indicating the violent event. At the center of this explosion is a neutron star or black hole, representing the remnant core left after the supernova.

030

Berkeley Lab Computing Sciences @cs.lbl.gov · 20/08/2025

DYK #AI + @nersc.bsky.social #HPC can help save lives? @berkeleylab.lbl.gov researchers developed #ML models to detect health risks earlier. Collaborating with #VA, they analyzed data to uncover key risk factors for suicide and obstructive sleep apnea among U.S. #veterans: bit.ly/4oMPj3y via HPE

A person seated at a computer desk is focused on their screen while another person stands beside them, pointing at the monitor. The desk is equipped with two large computer monitors displaying various lines of code and data visualizations. The environment appears to be a collaborative workspace, emphasizing teamwork in a technical setting.

033

Berkeley Lab Computing Sciences @cs.lbl.gov · 22/07/2025

Did you know a new #MachineLearning framework developed @berkeleylab.lbl.gov dramatically accelerates #battery lifespan predictions? By combining expert insights with advanced #AI, it delivers accurate results with far fewer experiments—saving time and resources. Learn more: bit.ly/AI_Battery #HPC

Illustration showing a machine learning framework for battery testing: a Gaussian Process model visualizes battery energy predictions across cycles and parameters, with model entropy highlighting areas of uncertainty for new experiments; additional graphics show cell testing results, predicted energy decline, and a gauge indicating battery C-rate from low to high.

072

Berkeley Lab Computing Sciences @cs.lbl.gov · 21/07/2025

Ever wondered how fluids twist and loop deep underground? With @berkeleylab.lbl.gov’s Chombo-Crunch and Dept of Energy’s exascale #supercomputers, scientists can now simulate subsurface flow in unprecedented detail—advancing #geothermal #energy, #water, and #battery research: bit.ly/ChomboCrunch

3D simulation of fluid flow through porous dolomite. The rectangular volume shows color gradients from orange and green (indicating fluid movement) on the left, fading to dark blue on the right. White regions highlight high-flow or empty spaces. Simulation data and time step are labeled in the upper left corner.

031

Berkeley Lab Computing Sciences @cs.lbl.gov · 11/06/2025

@berkeleylab.lbl.gov had a great time teaming up with experts from Livermore Lab and @uhmanoa.bsky.social, sharing supercomputing know-how and exploring advanced energy research with future computational scientists. Learn more: bit.ly/UHM_lbl #HPC #supercomputing #energy @nersc.bsky.social

A group of people are gathered around a table in a modern classroom or collaborative workspace, working together on laptops. Some individuals are seated while others are standing and engaging in discussion. In the background, a large screen displays a digital interface, and the room features bright lighting and patterned ceiling panels. The atmosphere appears focused and collaborative.

Six people stand in a row in front of a large screen displaying a news article titled "DOE Announces New Supercomputer Powered by Dell and NVIDIA to Speed Scientific Discovery." The setting appears to be a modern conference or classroom space with glass windows and bright lighting.

041

Berkeley Lab Computing Sciences @cs.lbl.gov · 27/05/2025

Meet Mark Fornace, @berkeleylab.lbl.gov's 2025 Alvarez Fellow in Computing Sciences. He’s using advanced #mathematics to unlock new ways for scientists to design and analyze chemical kinetics and #thermodynamics—driving breakthroughs in #bioengineering and beyond. Learn more: bit.ly/Alvarez_MF

A person standing outdoors in front of tall green trees, wearing a dark crew-neck shirt in natural sunlight.

010

Berkeley Lab Computing Sciences @cs.lbl.gov · 19/05/2025

The DELERIA project is set to revolutionize #NuclearScience! @berkeleylab.lbl.gov & #OakRidgeNationalLab experts are building a data pipeline to connect detectors and supercomputers for real-time analysis—enabling faster insights and discoveries: bit.ly/DELERIA @esnet.bsky.social @nersc.bsky.social

Composite image showing a nuclear physics detector (left) and a supercomputer (right), overlaid on a background of binary code, representing the connection between experimental data collection and high-performance computational analysis.

030

Berkeley Lab Computing Sciences @cs.lbl.gov · 12/05/2025

We had an exciting week at the first #HPSF Conference in Chicago! 🌌 @berkeleylab.lbl.gov’s AMReX framework was spotlighted, with 17 app teams sharing breakthroughs in fluid dynamics, turbulent flow, #microelectronics, #AI-enhanced modeling & more. About our involvement with HPSF: bit.ly/HPSFlbnl

Presenter holding a microphone stands next to a projection screen displaying a slide titled "The role of simulations in cosmology," which includes diagrams and text about cosmology models, simulations, and mock universes.

Presenter stands in front of a projection screen displaying a slide titled "Random walkers in a potential field," which includes mathematical equations, a 3D plot, and a list of application areas such as chemistry, physics, biology, and social sciences.

Presenter stands at a podium with a microphone in front of a projection screen displaying a simulation visualization of two wind turbines in turbulent atmospheric flow, with a color bar indicating velocity.

Person wearing a red and blue plaid shirt stands at a podium holding a microphone, with a conference badge and lanyard visible. A laptop covered in stickers sits on the podium.

051

Berkeley Lab Computing Sciences @cs.lbl.gov · 01/05/2025

At @berkeleylab.lbl.gov, we're advancing scientific discovery by integrating #AI, #automation, and data processing. Our #robotic labs, AI-driven lasers, and #supercomputers enhance research efficiency and support reliable energy solutions. Learn more: 📽️ bit.ly/LBNL_AIvid 📰 bit.ly/LBNL_AI_list

A robotic arm is positioned in a high-tech laboratory setting, surrounded by transparent glass panels. The robot is engaged in materials testing, with various containers organized on a circular platform in the foreground. On the right, shelves hold additional sample jars, highlighting the automated setup designed for efficient scientific research. Bright overhead lights illuminate the workspace.

060

Berkeley Lab Computing Sciences @cs.lbl.gov · 21/03/2025

Postdocs are the backbone of @berkeleylab.lbl.gov innovations & scientific discovery, playing a pivotal role in our team-science ecosystem. Learn more about their cutting-edge research from the 2025 Postdoc Symposium. Videos are now available: bit.ly/LBNLcsPDS25 #CS #Datascience #AI #HPC #Quantum

A collage of three postdoctoral researchers presenting their work at the Berkeley Lab Computing Sciences Postdoc Symposium. The first researcher is gesturing with their hands while speaking. The second researcher is standing at a podium, explaining their research with hand movements. The third researcher is wearing a black jacket in front of a screen displaying a presentation slide.

050

Berkeley Lab Computing Sciences @cs.lbl.gov · 13/03/2025

🌟Exciting News!🌟 @berkeleylab.lbl.gov is now an institutional member of the High Performance Software Foundation! This membership advances high-performance #software stacks across industry, academia, and government, meeting the demand for portable and scalable solutions in #HPC + #AI bit.ly/HPSFlbnl

The Perlmutter supercomputer at NERSC features colorful panels with vibrant cosmic imagery, and the name “Perlmutter” is prominently displayed. The panels include images of scientific research and collaboration set against a backdrop of stars and galaxies.

0154

Berkeley Lab Computing Sciences @cs.lbl.gov · 12/03/2025

⚡️How will next-gen #microelectronics shape the future of #AI?⚡️ Last week, @berkeleylab.lbl.gov’s John Shalf joined experts at the Special Competitive Studies Project’s AI+ Compute & Connectivity Summit to explore the tech driving large-scale AI systems. 🎥 Watch: bit.ly/SCSPaicompute #HPC

A man with glasses and a beard, wearing a dark blazer and a button-up shirt, sits on a white armchair while speaking and gesturing with both hands. He appears engaged in a discussion on stage, with a gray curtain backdrop and red accent lighting. A small table with a potted plant and water bottles is visible beside him.

030

Berkeley Lab Computing Sciences @cs.lbl.gov · 03/03/2025

Last week, @berkeleylab.lbl.gov hosted 200 scientists for the 1,000 Scientist #AI Jam, a pioneering event spanning multiple Department of Energy National Labs. They explored how frontier #OpenAI & @anthropic.com models could accelerate breakthroughs in science & nat'l security bit.ly/DOE_LBNL_AIJam

A large group of scientists and researchers gather for a group photo in front of Shyh Wang Hall at Berkeley Lab. The participants, diverse in age and background, stand together on a sunny day, smiling at the camera. The modern glass and metal facade of the building serves as the backdrop, with the building name and number "59" visible above the entrance.

A room full of scientists and researchers participate in a collaborative computing event at Berkeley Lab. Attendees sit at tables working on laptops, engaging in discussions, and taking notes. A speaker at the front of the room presents at a podium while two large screens display virtual participants. Others stand along the walls, observing and interacting. The setting is a modern workspace with glass walls and bright lighting.

A group of five people is gathered around a conference table in a meeting room. One person is writing on a whiteboard, explaining a concept to the others. The whiteboard contains mathematical equations and diagrams. Three participants are working on laptops, while two are engaged in discussion. The table has coffee cups, water bottles, and snacks. The setting appears to be a collaborative work session, possibly related to scientific or technical research.

Two women engaged in conversation at a table during a collaborative computing event at Berkeley Lab.

071

Berkeley Lab Computing Sciences @cs.lbl.gov · 03/02/2025

Congrats Damian Rouson! Last month, @berkeleylab.lbl.gov’s Intellectual Property Office honored him as 2024 Developer of the Year for leading the development of new software tools for testing and correctness checking and a library that supports Fortran/C/C++ language interoperability bit.ly/IPO_dr

Two individuals are posing for a photo at an event. On the left, a smiling man in a brown blazer and glasses is holding an award. On the right, a woman in a beige suit and glasses is shaking his hand while also smiling slightly. Both appear to be in a formal setting with a plain backdrop.

Three men are standing side by side, smiling for a photo in front of a colorful, science-themed mural. The man on the left is wearing a plaid blazer and glasses, the man in the center is in a brown blazer and casual trousers, and the man on the right is in a blue plaid blazer and khaki pants. The setting appears to be a professional or academic event.

0112

Berkeley Lab Computing Sciences @cs.lbl.gov · 28/01/2025

Exciting news! The new IBM Quantum #Innovation Center allows approved @nersc.bsky.social users to access #IBM’s state-of-the-art #quantum #computers with expert guidance. Learn more: bit.ly/NERSCibm cc: @berkeleylab.lbl.gov #science #research #hpc #quantumcomputing

0154

Berkeley Lab Computing Sciences @cs.lbl.gov · 16/01/2025

Congrats to @berkeleylab.lbl.gov's Stefan Wild on winning the prestigious #PECASE award—the highest U.S. honor for early-career scientists! 🏆 Wild was recognized for advancing automated learning and solving complex optimization problems with model-based algorithms & software: bit.ly/PECASElb #AI

Portrait of Stefan Wild, smiling and wearing a patterned shirt, set against a neutral gray backdrop.

093

Berkeley Lab Computing Sciences @cs.lbl.gov · 14/01/2025

Did you know? 21 @berkeleylab.lbl.gov staff won the DOE Secretary of Energy Achievement Award for their work on the Exascale Computing Project, a $1.8B, 7-year effort that created the world’s first sustainable exascale computing ecosystem bit.ly/ECPsa @lbnlbiosci.bsky.social @nersc.bsky.social #HPC

People standing on stage in front of a blue curtain accepting an award from the Secretary of Energy, Jennifer Granholm.

1178

Berkeley Lab Computing Sciences @cs.lbl.gov · 11/01/2025

Mark your calendars for the Department of Energy's #Quantum Information Science Career Fair on Jan 22, 2025. This FREE public event is an opportunity to advance your quantum science career. Details: www.bnl.gov/nqisrccareer... @berkeleylab.lbl.gov @sandialabs.bsky.social @brookhavenlab.bsky.social

Two women engineers work with electrical equipment

062

Berkeley Lab Computing Sciences @cs.lbl.gov · 06/01/2025

🎆 Happy 2025! Missed these Dec. breakthroughs? Catch up here & buckle up for more discoveries! 💻 AI transforms chemical simulations: bit.ly/EScAIP24 ⚛️ ML nudges gold atoms closer: bit.ly/GPTune_LBNL 🙌 WINS empowers women in networking: bit.ly/WINSsc24 🏆 Deb Agarwal AGU Fellow: bit.ly/Agarwal_AGU24

Graphic of Berkeley Lab's Wang Hall at sunset with UC Berkeley and Campanile in the background and fireworks in the sky.

030

Berkeley Lab Computing Sciences @cs.lbl.gov · 23/12/2024

🎉🎉 Huge thanks to all our followers for an incredible 2024! We’re signing off for the year, but 2025 promises even more exciting breakthroughs. Stay tuned for more science and innovation! Catch up on all our stories: bit.ly/LBNLcsNews #HPC @berkeleylab.lbl.gov @nersc.bsky.social @esnet.bsky.social

0111

Berkeley Lab Computing Sciences @cs.lbl.gov · 12/12/2024

Revolutionizing chemical science simulations: @berkeleylab.bsky.social EScAIP leverages advanced #MachineLearning to enhance scalability, slashing memory use by over fivefold and delivering results 10x faster. Catch the team at #NeurIPS tomorrow 11 a.m. – 2 p.m. PST, to learn more bit.ly/EScAIP24

Animation showing molecules represented as color-coded dots. The image illustrates how EScAIP optimizes reaction paths involving complex structures with many atoms, highlighting the speed and low memory usage critical to its efficiency. This method is under development by Samuel Blau and colleagues using data from the Open Catalyst Project.

041

Berkeley Lab Computing Sciences @cs.lbl.gov · 09/12/2024

✨ @berkeleylab.bsky.social’s #MachineLearning experts are heading to #NeurIPS24 in Vancouver—one of the world’s premier #AI and #DataScience conferences! Attending this week? Don’t miss the chance to connect w/our researchers bit.ly/NeurIPS24LBNL #Science #Research @ucberkeleyofficial.bsky.social

Vancouver city skyline with mountains in the background and the words Berkeley Lab @ NeurIPS2024 above it.

010

Berkeley Lab Computing Sciences @cs.lbl.gov · 07/12/2024

🌟 Congrats to @berkeleylab.bsky.social's Deb Agarwal on being named a 2024 @agu.org Fellow! This recognition honors her contributions to #Earth and #EnvironmentalScience, particularly in informatics and fostering collaboration across science bit.ly/Agarwal_AGU24 #AGU24 #Informatics #dataScience

A person with a laptop in their Lab; the San Francisco Bay and Golden Gate Bridge are in the background.

071

Berkeley Lab Computing Sciences @cs.lbl.gov · 23/11/2024

🌟 Thank You, #SC24! We're grateful to everyone who connected with our researchers & explored the work @berkeleylab.bsky.social, @nersc.bsky.social , and @esnet.bsky.social. From #AI to #HPC and #networking, it was inspiring to engage w/the #supercomputing community. See you next year in St. Louis!

A person with a microphone headset presenting in the Department of Energy Booth at SC24.

Picture of a crowd in a convention hall.

A team of people stand in front of networking hardware.

People are talking around a round table in a convention hall.

0223

Berkeley Lab Computing Sciences @cs.lbl.gov · 20/11/2024

Are you at #SC24? Our team of experts is busy making connections, sharing groundbreaking insights, and showcasing cutting-edge research from @berkeleylab.bsky.social, @nersc.bsky.social, and @esnet.bsky.social! Stop by the Dept. of Energy Booth #3401 to chat with our experts! bit.ly/SC24_LBNL #HPC

NESAP Roundtable. People sitting around a round black table talking.

People in silly hats looking straight at the camera and smiling. They're standing in front of a round black table with conference swag.

Aerial view of the Department of Energy Booth at SC24. People are sitting around tables talking.

Researcher presenting a software demonstration. They are pointing at a screen showing code while three people listen. One person is holding up their phone to take a picture of the presentation.

0101