Neural Nets and Gravitational Lenses
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New technologies

Modern technologies create new opportunities for society, and every one of them – from transistors and semiconductors to electric cars and artificial intelligence  has its roots in basic science. While some of these technologies, such as fusion energy and quantum computing, are years away from practical application, they have the potential to offer solutions to some of the world’s biggest challenges. 

At SLAC, our unique workforce, expertise, facilities and partnerships keep us at the forefront of  emerging research areas that are the foundation of technologies that will shape our future.

 

Abstract tech background made of printed circuit boards.

Machine learning/AI

Machine learning, a form of artificial intelligence (A.I.), outperforms traditional computational methods in many areas, for instance by vastly speeding up the tedious handling of huge batches of complex data. At SLAC, researchers use it to advance the lab’s unique scientific facilities and research.

ML and AI news

Science initiative

Algorithms, AI and ML at SLAC

AI algorithms are found across all scientific areas at SLAC, with applications to a wide range of tasks including online data reduction, system controls, simulation, and analysis of big data. An important design principle of AI algorithms is the generalization of learning patterns across different tasks, which motivates shared tool-development and R&D across the lab. 

Graphic illustrating AI applications at SLAC
LSST camera focal plane

Big data

SLAC researchers are preparing for a new generation of scientific instruments and experiments that will generate enormous streams of data. They’re developing software that can run on future exascale supercomputers and tools that will allow researchers to collect and analyze unprecedented volumes of data in a very short time.

Large datasets news

Leveraging SLAC capabilities in computing, edge data processing, and computer science research to make SLAC the leader in the new era of data generation and AI and ML-based analysis for science.

strands of fiber optic cables
fusion energy illustration

Fusion energy

SLAC partners with other institutions to develop technology that could pave the way for practical fusion energy, addressing global clean energy needs and keeping the U.S. at the forefront of this crucial research area. As a collaborator in two DOE fusion hubs, SLAC is focused on building technologies to make fusion energy a reality and the workforce needed to bring about that future.

Inertial fusion energy news

Beams of light used to study quantum optics.

Quantum information science (QIS)

The coming quantum technology revolution will profoundly change our understanding of the world and the way we live. SLAC research, including quantum materials for unprecedented computing technologies and ultrasensitive sensors for detecting dark matter, will expedite that transition and help build the quantum workforce of the future.

QIS news

Science initiative

QIS research at SLAC

Qubits, quantum sensors and quantum algorithms: Find out more about the fascinating QIS research at the lab.

Qubit discovery and design
DOE collaboration

Q-NEXT national quantum center

As key partners in Q-NEXT, SLAC and Stanford are establishing a quantum foundry that will develop quantum materials, devices and other essential building blocks of QIS infrastructure.

New Technologies
SLAC-Stanford partnership

Teaming up with Stanford

Through the Q-FARM multidisciplinary initiative, SLAC and Stanford accelerate the development of competitive QIS technology and address today’s most difficult research challenges.

Qfarm Vector
ePix camera zoom

Semiconductors & microelectronics

Semiconductors and microelectronics are essential components in technologies of everyday life, from electronic devices, computing and communications to transportation, healthcare and clean energy. SLAC’s decades of experience in developing advanced materials, sensors, circuits and architectures and handling enormous volumes of complex data have equipped it to address critical challenges in semiconductors and microelectronics in partnership with DOE and Stanford.

Microelectronics news

SLAC has been working in partnership with DOE’s Advanced Manufacturing Office to bring researchers together around the topic of improving energy efficiency in computing. One goal is to make microelectronics 1,000 times more efficient over the next two decades. 

Microelectronics illustration
A compressor using terahertz radiation.

Technology innovation

SLAC’s expert scientists, engineers and technicians are advancing the state of the art in detectors, particle accelerators and radio frequency (RF) technologies, paving the way for progress  in astrophysics, biomedicine, national security and other disciplines.  We also collaborate with researchers in industry, academia and other laboratories to design, model and fabricate systems based on our innovations.

Technology innovation news

Explore some of the applications where our technology innovations make an impact.

New technologies
Dig deeper

Latest news in new technologies

Feature

SLAC experts discuss how microelectronics impacts our lives and where the future lies in this Q&A.

Angelo Dragone and Paul McIntyre
Feature

Salleo sees strength in the big picture and minute details of the people, tools and partnerships at SLAC.

Portrait of Alberto Salleo
News Release

Surfing a plasma wave, electrons get an energy and brightness boost.

Illustration of electrons traveling through a plasma chamber
Feature

SLAC experts discuss how microelectronics impacts our lives and where the future lies in this Q&A.

Angelo Dragone and Paul McIntyre
Feature

Salleo sees strength in the big picture and minute details of the people, tools and partnerships at SLAC.

Portrait of Alberto Salleo
News Release

Surfing a plasma wave, electrons get an energy and brightness boost.

Illustration of electrons traveling through a plasma chamber
Feature

The SLAC team is developing digital twins – powered by AI and high-performance computing – to help quickly shape high-quality particle beams for the...

hand pointing to digital twin
News Release

SLAC and Stanford partner with Argonne National Laboratory and others toward a quantum-interconnected world.

A person in a bunny suit examines a wafer
SLAC Science Explained

Quantum networking is the framework that uses the strange properties of quantum mechanics to transmit quantum information, encoded in qubits, from one quantum device...

illustration of ballet dancers