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UrduResearchers at the Department of Energy’s SLAC National Accelerator Laboratory have demonstrated that they can use machine learning to optimize the performance of particle accelerators by teaching the algorithms the basic physics principles behind accelerator operations – no prior data needed.
Tag: SLAC National Accelerator Laboratory
SLAC partners with national labs and scientific publishing organizations on transgender-inclusive name-change process for published papers
The agreement, announced today, will make it easier for researchers to change their names and claim work from all stages of their careers. It specifically addresses the administrative and emotional difficulties some transgender researchers have experienced when requesting such name changes.
Main Attraction: Scientists Create World’s Thinnest Magnet
Scientists at Berkeley Lab and UC Berkeley have created an ultrathin magnet that operates at room temperature. The ultrathin magnet could lead to new applications in computing and electronics – such as spintronic memory devices – and new tools for the study of quantum physics.
Scientists take first snapshots of ultrafast switching in a quantum electronic device
Scientist demonstrated a new way of observing atoms as they move in a tiny quantum electronic switch as it operates. Along the way, they discovered a new material state that could pave the way for faster, more energy-efficient computing.
SLAC hosts Secretary of Energy Jennifer Granholm for a virtual visit
Highlights of the two-hour visit included behind-the-scenes looks at one of the most powerful X-ray sources on the planet and at the construction of the world’s largest digital camera for astronomy. She also joined presentations of the lab’s research in machine learning, quantum technology and climate science and engaged in discussions about diversity, equity and inclusion at SLAC.
A detailed study of nickelate’s magnetism finds a strong kinship with cuprate superconductors
Are new nickelate superconductors close kin to the original high-temperature superconductors, the cuprates? The first study of their magnetic properties says the answer is yes. Scientists from SLAC, Stanford and Diamond Light Source found important similarities but also subtle differences between the two.
Scientists discover how oxygen loss saps a lithium-ion battery’s voltage
SLAC and Stanford scientists took a unique and detailed nanoscale look at how oxygen seeps out of lithium-ion battery electrodes, sapping their energy over time. The results could suggest a fix.
SLAC’s Panofsky fellows talk about what makes their research so exciting
Among the many scientists who push the frontiers of knowledge at the Department of Energy’s SLAC National Accelerator Laboratory, the Panofsky fellows stand out.
First nanoscale look at a reaction that limits the efficiency of generating clean hydrogen fuel
Transitioning to a hydrogen economy will require massive production of cheap, clean hydrogen gas for fuel and chemical feedstocks. New tools allow scientists to zoom in on a catalytic reaction that’s been a bottleneck in efforts to generate hydrogen from water more efficiently.
First detailed look at how charge transfer distorts a molecule’s structure
When light hits certain molecules, it dislodges electrons and creates areas of positive and negative charge. An X-ray free-electron laser study has directly observed how this charge transfer affects a molecule’s structure for the first time.
New machine learning tool diagnoses electron beams in an efficient, non-invasive way
For the past few years, researchers at the Department of Energy’s SLAC National Accelerator Laboratory have been developing “virtual diagnostics” that use machine learning to obtain crucial information about electron beam quality in an efficient, non-invasive way. Now, a new virtual diagnostic approach incorporates additional information about the beam that allows the method to work in situations where conventional diagnostics have failed.
In a leap for battery research, machine learning gets scientific smarts
Researchers combined machine learning with knowledge gained from experiments and equations guided by physics to discover and explain a process that shortens the lifetimes of fast-charging lithium-ion batteries.
A Sharp New Eye to View Atoms and Molecules
Physicists long dreamed of producing X-ray laser pulses that probe matter at the level of atoms and molecules. Scientists realized this dream in 2009 with the hard X-ray free-electron laser at the Linac Coherent Light Source (LCLS). But each LCLS X-ray pulse has a slightly different intensity and wavelength distribution. A new oscillator design overcomes these problems with an approach inspired by optical lasers.
Squeezing a rock-star material could make it stable enough for solar cells
A promising lead halide perovskite is great at converting sunlight to electricity, but it breaks down at room temperature. Now scientists have discovered how to stabilize it with pressure from a diamond anvil cell. The required pressure is well within the reach of today’s manufacturing processes.
First glimpse of polarons forming in a promising next-gen energy material
Polarons affect a material’s behavior, and may even be the reason that solar cells made with lead hybrid perovskites achieve extraordinarily high efficiencies in the lab. Now scientists have directly seen and measured their formation for the first time.
Scientists get the most realistic view yet of a coronavirus spike’s protein structure
The first detailed images of coronavirus spikes in their natural state, while still attached to the virus and without using chemical fixatives that might distort their shape, provide quicker, more realistic snapshots of the infection apparatus.
Scientists Recruit New Atomic Heavyweights in Targeted Fight Against Cancer
Researchers from Berkeley Lab and Los Alamos National Laboratory have developed new methods for the large-scale production, purification, and use of the radioisotope cerium-134, which could serve as a PET imaging radiotracer for a highly targeted cancer treatment known as alpha-particle therapy.
Laser-Driven “Chirp” Powers High-Resolution Materials Imaging
Scientists use beams of electrons to study materials’ properties. Shorter beams produce higher-resolution views. To make shorter beams, the electrons at the tail of the beam need to catch up to the head of the beam. This is accomplished by giving the electrons at the tail extra energy, a so-called “energy chirp.” Scientists have now used a terahertz laser pulse to create this energy chirp.
SLAC, Stanford to host national service center for cryo-ET sample preparation
The NIH is establishing a national service center at the SLAC and Stanford where biomedical researchers can learn how to prepare extremely thin specimens that are frozen into a glassy state for cryogenic electron tomography (cryo-ET), a powerful tool for directly visualizing cellular components in 3D.
A new approach boosts lithium-ion battery efficiency and puts out fires, too
This new technology addresses two major goals of battery research: extending the driving range of electric vehicles and reducing the danger that laptops, cell phones and other devices will burst into flames.
Q&A: How machine learning helps scientists hunt for particles, wrangle floppy proteins and speed discovery
At the Department of Energy’s SLAC National Accelerator Laboratory, machine learning is opening new avenues to advance the lab’s unique scientific facilities and research.
SLAC’s Xijie Wang wins prestigious accelerator science award
Xijie Wang, an accelerator physicist at the Department of Energy’s SLAC National Accelerator Laboratory, will receive the 2021 Nuclear and Plasma Science Society’s Particle Accelerator Science and Technology Award. Bestowed by the Institute of Electrical and Electronics Engineers (IEEE), the prestigious award recognizes individuals who have made outstanding contributions to the development of particle accelerator science and technology.
SLAC invention could make particle accelerators 10 times smaller
A team led by scientists at the Department of Energy’s SLAC National Accelerator Laboratory has invented a new type of accelerator structure that could make accelerators used for a given application 10 times shorter.
Lead Lab Selected for Next-Generation Cosmic Microwave Background Experiment
The largest collaborative undertaking yet to explore the relic light emitted by the infant universe has taken a step forward with the U.S. DOE’s selection of Berkeley Lab to lead the partnership of national labs, universities, and other institutions that are joined in the effort to carry out the DOE roles and responsibilities.
Scientists probe the chemistry of a single battery electrode particle both inside and out
Cracks and chemical reactions on a battery particle’s surface can sap its ability to store and release energy. Scientists probed a single charged particle the size of a red blood cell to see how interior and surface damage influence each other.
Sensors of world’s largest digital camera snap first 3,200-megapixel images at SLAC
Crews at the Department of Energy’s SLAC National Accelerator Laboratory have taken the first 3,200-megapixel digital photos – the largest ever taken in a single shot – with an extraordinary array of imaging sensors that will become the heart and soul of the future camera of Vera C. Rubin Observatory.
SLAC researchers find evidence for quantum fluctuations near a quantum critical point in a superconductor
Theory suggests that quantum critical points may be analogous to black holes as places where all sorts of strange phenomena can exist in a quantum material. Now scientists say that they have found strong evidence that QCPs and their associated fluctuations exist in a cuprate superconductor.
SLAC and Stanford join Q-NEXT national quantum center
Q-NEXT will bring together nearly 100 world-class researchers from three national laboratories, 10 universities and 10 leading U.S. technology companies with the single goal of developing the science and technology to control and distribute quantum information. These activities, along with a focus on rapid commercialization of new technologies, will support the emerging “quantum economy” and ensure that the U.S. remains at the forefront in this rapidly advancing field.
Auralee Edelen and Wai Ling Wu receive 2020 Panofsky Fellowships at SLAC
Their work uses machine learning to transform the way scientists tune particle accelerators for experiments and solve longstanding mysteries in astrophysics and cosmology.
SLAC scientists invent low-cost emergency ventilator and share the design for free
Researchers at the Department of Energy’s SLAC National Accelerator Laboratory have invented an emergency ventilator that could help save the lives of patients suffering from COVID-19, the disease caused by novel coronavirus SARS-CoV-2.
Dark Energy Survey census of the smallest galaxies hones the search for dark matter
Scientists on the Dark Energy Survey have used observations of the smallest known galaxies to better understand dark matter, the mysterious substance that makes up 85% of the matter in the universe. The smallest galaxies can contain hundreds to thousands of times more dark matter than normal visible matter, making them ideal laboratories for studying this mysterious substance. By performing a rigorous census of small galaxies surrounding our Milky Way, scientists on the Dark Energy Survey have been able to constrain the fundamental particle physics that governs dark matter.
SLAC and Stanford scientists home in on pairs of atoms that boost a catalyst’s activity
A study identified which pairs of atoms in a catalyst nanoparticle are most active in a reaction that breaks down a harmful exhaust gas in catalytic converters. The results are a step toward engineering cheaper, more efficient catalysts.
Scientists marry two powerful techniques to pinpoint locations of individual molecules in their cellular neighborhoods
Developed in the lab of Stanford University Nobelist W.E. Moerner, the technique combines cryoelectron tomography and low temperature single-molecule microscopy. It has potential to answer fundamental questions about the molecular machinery of viruses, parasites, and processes like photosynthesis.
In a step forward for orbitronics, scientists break the link between a quantum material’s spin and orbital states
Until now, electron spins and orbitals were thought to go hand in hand in a class of materials that’s the cornerstone of modern information technology; you couldn’t quickly change one without changing the other. This study raises the possibility of controlling them separately.
First direct look at how light excites electrons to kick off a chemical reaction
The first step in many light-driven chemical reactions, like the ones that power photosynthesis and human vision, is a shift in the arrangement of a molecule’s electrons as they absorb the light’s energy. Now scientists have directly observed this first step.
A new machine learning method streamlines particle accelerator operations
SLAC researchers have developed a new tool, using machine learning, that may make part of the accelerator tuning process five times faster compared to previous methods.
SLAC joins the global fight against COVID-19
The lab is responding to the coronavirus crisis by imaging disease-related biomolecules, developing standards for reliable coronavirus testing and enabling other essential research.
A new way to fine-tune exotic materials: Thin, stretch and clamp
Turning a brittle oxide into a flexible membrane and stretching it on a tiny apparatus flipped it from a conducting to an insulating state and changed its magnetic properties. The technique can be used to study and design a broad range of materials for use in things like sensors and detectors.
An advance in molecular moviemaking reveals the subtle, complex ways a simple molecule can shimmy and fly apart
Researchers observed atomic nuclei moving over distances of less than an angstrom in less than a trillionth of a second — a level of resolution that can only be achieved with an X-ray free-electron laser.
Terahertz radiation technique opens a new door for studying atomic behavior
Researchers from the Department of Energy’s SLAC National Accelerator Laboratory have made a promising new advance for the lab’s high-speed “electron camera” that could allow them to “film” tiny, ultrafast motions of protons and electrons in chemical reactions that have never been seen before.
Radio waves detect particle showers in a block of plastic
A cheap technique could detect neutrinos in polar ice, eventually allowing researchers to expand the energy reach of IceCube without breaking the bank.
Researchers show how electric fields affect a molecular twist within light-sensitive proteins
A team of scientists from the Department of Energy’s SLAC National Accelerator Laboratory and Stanford University has gained insight into how electric fields affect the way energy from light drives molecular motion and transformation in a protein commonly used in biological imaging.
How iron carbenes store energy from sunlight – and why they aren’t better at it
Photosensitizers are molecules that absorb sunlight and pass that energy along to generate electricity or drive chemical reactions. A SLAC study looked at how an inexpensive photosensitizer, iron carbene, stores energy from sunlight, and why it’s not better at its job.
Could the next generation of particle accelerators come out of the 3D printer?
Imagine being able to manufacture complex devices whenever you want and wherever you are. It would create unforeseen possibilities even in the most remote locations, such as building spare parts or new components on board a spacecraft. 3D printing, or additive manufacturing, could be a way of doing just that.
A day in the life of an X-ray laser coach
SLAC scientist Siqi Li works on new methods to allow researchers using LCLS, our X-ray laser, to observe the motion of electrons or do high-resolution imaging. When she’s not working to create more efficient and advanced X-ray lasers, Li likes to unwind with yoga.
First detailed electronic study of new nickelate superconductor finds 3D metallic state
It represents an entirely new type of ground state for transition metal oxides, and opens new directions for experiments and theoretical studies of how superconductivity arises and how it can be optimized in this system and possibly in other compounds.
Connecting the dots in the sky could shed new light on dark matter
Astrophysicists have come a step closer to understanding the origin of a faint glow of gamma rays covering the night sky. They found that this light is brighter in regions that contain a lot of matter and dimmer where matter is sparser – a correlation that could help them narrow down the properties of exotic astrophysical objects and invisible dark matter.
A day in the life of a telescope camera assembler
The LSST camera is the biggest digital camera ever constructed for ground-based astronomy. Within the year, Hannah and her teammates will finish assembling and testing the camera and it will be shipped to its home at the summit of Cerro Pachón in Chile.
Scientists discover how proteins form crystals that tile a microbe’s shell
Many microbes wear beautifully patterned crystalline shells. Now scientists have zoomed in on the very first step in microbial shell-building: nucleation, where squiggly proteins crystallize into sturdy building blocks. The results help explain how the shells assemble themselves so quickly.
SLAC scientists invent a way to see attosecond electron motions with an X-ray laser
Researchers at the Department of Energy’s SLAC National Accelerator Laboratory have invented a way to observe the movements of electrons with powerful X-ray laser bursts just 280 attoseconds, or billionths of a billionth of a second, long.