The DOE Science News Source is a Newswise initiative to promote research news from the Office of Science of the DOE to the public and news media.

U.S. Department of Energy Announces $34.5 Million for Data Science and Computation Tools to Advance Climate Solutions

Artificial Intelligence and Machine Learning Can Boost Clean Energy Technologies, Energy Efficiency, and Climate Modeling

Newswise — WASHINGTON, D.C. — The U.S. Department of Energy (DOE) today announced up to $34.5 million to harness cutting-edge research tools for new scientific discoveries, including clean energy and climate solutions. Two new funding opportunities will support researchers using data science and computation-based methods—including artificial intelligence and machine learning—to tackle basic science challenges, advance clean energy technologies, improve energy efficiency, and predict extreme weather and climate patterns.

“Today we have computers and tools that can collect, crunch, and decode mind-blowing amounts of data—and when you pair that power with America’s brilliant scientists, there is no problem we can’t solve,” said Secretary of Energy Jennifer M. Granholm. “By aiming these resources squarely at our toughest challenges, including the climate crisis, we can discover the most effective solutions and deploy them faster for the American people.”

In recent years, the explosion of accessible data and new computation-based analysis tools has helped scientists and researchers better understand and predict the nature of complex scientific processes. These tools have been used to figure out how solar cells can be designed to absorb light more efficiently, or how captured carbon dioxide can be converted in usable products instead of re-entering the atmosphere.

“Artificial intelligence is already shaping our lives in countless ways, and the biggest upsides to AI remain in the future. That’s why we must continue to invest in this generation-defining technology in ways that can help us combat the biggest issues of our day, like the climate crisis. The Department of Energy has a long history of funding foundational research, and I’m proud it is taking a major lead in providing federal funding for AI R&D. This funding will galvanize groundbreaking discoveries to improve lives and ensure our country remains a global leader in technology and science,” said U.S. Representative Anna Eshoo.

DOE’s Office of Basic Energy Sciences (BES) will award up to $21 million over three years for research applying data science methods, including artificial intelligence and machine learning, to basic chemical and materials science challenges—such as the discovery and development of new materials and chemical processes to harvest, store, and use energy more efficiently, while limiting emissions. For more information, visit the BES funding opportunity page.

DOE’s Office of Advanced Scientific Computing Research (ASCR) will award an additional $13.5 million over three years for efforts to use computer-based models and networking infrastructure to help research facilities across the nation collaborate and accelerate scientific discovery. Potential applications include tools for improving energy usage, and climate and weather forecasting. For more information, visit the ASCR funding opportunities page.

A total of up to $11.5 million will be provided for the two efforts in the current fiscal year, with outyear funding contingent on Congressional appropriations.

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Newswise:Video Embedded ornl-partners-on-science-kits-for-stem-schools
VIDEO
Released: 17-May-2021 5:05 PM EDT
ORNL partners on science kits for STEM schools
Oak Ridge National Laboratory

Oak Ridge National Laboratory, the U.S. Department of Energy, the Center of Science and Industry and the Tennessee STEM Innovation Network have partnered to deliver hundreds of free science kits called Learning Lunchboxes to STEM-designated schools in East Tennessee.

Newswise: Argonne senior chemist Robert Tranter named fellow of the Combustion Institute
Released: 17-May-2021 11:40 AM EDT
Argonne senior chemist Robert Tranter named fellow of the Combustion Institute
Argonne National Laboratory

Argonne senior chemist Robert Tranter, a shockwave chemist, was named a fellow of the Combustion Institute.

Newswise:Video Embedded successful-start-of-dark-energy-spectroscopic-instrument-desi-follows-record-setting-trial-run
VIDEO
Released: 17-May-2021 9:00 AM EDT
Successful Start of Dark Energy Spectroscopic Instrument (DESI) Follows Record-Setting Trial Run
Lawrence Berkeley National Laboratory

A five-year quest to map the universe and unravel the mysteries of “dark energy” is beginning officially today, May 17, at Kitt Peak National Observatory near Tucson, Arizona. To complete its quest, the Dark Energy Spectroscopic Instrument (DESI) will capture and study the light from tens of millions of galaxies and other distant objects in the universe.

Newswise: Recycling Gives New Purpose to Spent Nuclear Fuel
Released: 14-May-2021 5:20 PM EDT
Recycling Gives New Purpose to Spent Nuclear Fuel
Pacific Northwest National Laboratory

PNNL researchers developed an innovative capability to rapidly separate, monitor, and tightly control specific uranium and plutonium ratios in real-time—an important achievement in efficiently controlling the resulting product and safeguarding nuclear material.

Newswise: Not Just Disturbance: Turbulence Protects Fusion Reactor Walls
Released: 14-May-2021 4:05 PM EDT
Not Just Disturbance: Turbulence Protects Fusion Reactor Walls
Department of Energy, Office of Science

To operate successfully, ITER and future fusion energy reactors cannot allow melting of the walls of the divertor plates that remove excess heat from the plasma in a reactor. These walls are especially at risk of melting when heat is applied to narrow areas. Now, however, an extreme-scale computing analysis indicates that turbulence will reduce that risk.

Newswise: Not Just Disturbance: Turbulence Protects Fusion Reactor Walls
Released: 14-May-2021 4:05 PM EDT
Not Just Disturbance: Turbulence Protects Fusion Reactor Walls
Department of Energy, Office of Science

To operate successfully, ITER and future fusion energy reactors cannot allow melting of the walls of the divertor plates that remove excess heat from the plasma in a reactor. These walls are especially at risk of melting when heat is applied to narrow areas. Now, however, an extreme-scale computing analysis indicates that turbulence will reduce that risk.

Newswise: Enhancing Land Surface Models to Grow Perennial Bioenergy Crops
Released: 14-May-2021 3:35 PM EDT
Enhancing Land Surface Models to Grow Perennial Bioenergy Crops
Department of Energy, Office of Science

To understand the effects of expanding biofuel production, scientists must accurately represent biofuel crops in land surface models. Using observations from biofuel plants in the Midwestern United States, researchers simulated two biofuel perennial plants, miscanthus and switchgrass. The simulations indicate these high-yield perennial crops have several advantages over traditional annual bioenergy crops—they assimilate more carbon dioxide, and they require fewer nutrients and less water.

Newswise: Enhancing Land Surface Models to Grow Perennial Bioenergy Crops
Released: 14-May-2021 3:35 PM EDT
Enhancing Land Surface Models to Grow Perennial Bioenergy Crops
Department of Energy, Office of Science

To understand the effects of expanding biofuel production, scientists must accurately represent biofuel crops in land surface models. Using observations from biofuel plants in the Midwestern United States, researchers simulated two biofuel perennial plants, miscanthus and switchgrass. The simulations indicate these high-yield perennial crops have several advantages over traditional annual bioenergy crops—they assimilate more carbon dioxide, and they require fewer nutrients and less water.

Newswise: Harvesting Light Like Nature Does
Released: 14-May-2021 2:55 PM EDT
Harvesting Light Like Nature Does
Pacific Northwest National Laboratory

A new class of bio-inspired two-dimensional (2D) hybrid nanomaterials mimic the ability of photosynthetic plants and bacteria.

Newswise: 050721-ber-earths-atomosphere.jpg?itok=-W-tcpvH
Released: 14-May-2021 2:50 PM EDT
Scientists Check the Math for Improved Models of Liquids and Gases in Earth’s Atmosphere
Department of Energy, Office of Science

Discretization is the process of converting continuous models and variables, such as wind speed, into discrete versions to make equations that are compatible with computer analysis. Energy consistent discretization ensures that the method does not have any inaccurate sources of energy that can lead to unstable and unrealistic simulations. In this research, scientists provided a discretization for equations used by global models of the Earth’s atmosphere.

View More
Newswise:Video Embedded ornl-partners-on-science-kits-for-stem-schools
VIDEO
Released: 17-May-2021 5:05 PM EDT
ORNL partners on science kits for STEM schools
Oak Ridge National Laboratory

Oak Ridge National Laboratory, the U.S. Department of Energy, the Center of Science and Industry and the Tennessee STEM Innovation Network have partnered to deliver hundreds of free science kits called Learning Lunchboxes to STEM-designated schools in East Tennessee.

Newswise: Argonne senior chemist Robert Tranter named fellow of the Combustion Institute
Released: 17-May-2021 11:40 AM EDT
Argonne senior chemist Robert Tranter named fellow of the Combustion Institute
Argonne National Laboratory

Argonne senior chemist Robert Tranter, a shockwave chemist, was named a fellow of the Combustion Institute.

Newswise:Video Embedded successful-start-of-dark-energy-spectroscopic-instrument-desi-follows-record-setting-trial-run
VIDEO
Released: 17-May-2021 9:00 AM EDT
Successful Start of Dark Energy Spectroscopic Instrument (DESI) Follows Record-Setting Trial Run
Lawrence Berkeley National Laboratory

A five-year quest to map the universe and unravel the mysteries of “dark energy” is beginning officially today, May 17, at Kitt Peak National Observatory near Tucson, Arizona. To complete its quest, the Dark Energy Spectroscopic Instrument (DESI) will capture and study the light from tens of millions of galaxies and other distant objects in the universe.

Newswise: Recycling Gives New Purpose to Spent Nuclear Fuel
Released: 14-May-2021 5:20 PM EDT
Recycling Gives New Purpose to Spent Nuclear Fuel
Pacific Northwest National Laboratory

PNNL researchers developed an innovative capability to rapidly separate, monitor, and tightly control specific uranium and plutonium ratios in real-time—an important achievement in efficiently controlling the resulting product and safeguarding nuclear material.

Newswise: Not Just Disturbance: Turbulence Protects Fusion Reactor Walls
Released: 14-May-2021 4:05 PM EDT
Not Just Disturbance: Turbulence Protects Fusion Reactor Walls
Department of Energy, Office of Science

To operate successfully, ITER and future fusion energy reactors cannot allow melting of the walls of the divertor plates that remove excess heat from the plasma in a reactor. These walls are especially at risk of melting when heat is applied to narrow areas. Now, however, an extreme-scale computing analysis indicates that turbulence will reduce that risk.

Newswise: Not Just Disturbance: Turbulence Protects Fusion Reactor Walls
Released: 14-May-2021 4:05 PM EDT
Not Just Disturbance: Turbulence Protects Fusion Reactor Walls
Department of Energy, Office of Science

To operate successfully, ITER and future fusion energy reactors cannot allow melting of the walls of the divertor plates that remove excess heat from the plasma in a reactor. These walls are especially at risk of melting when heat is applied to narrow areas. Now, however, an extreme-scale computing analysis indicates that turbulence will reduce that risk.

Newswise: Enhancing Land Surface Models to Grow Perennial Bioenergy Crops
Released: 14-May-2021 3:35 PM EDT
Enhancing Land Surface Models to Grow Perennial Bioenergy Crops
Department of Energy, Office of Science

To understand the effects of expanding biofuel production, scientists must accurately represent biofuel crops in land surface models. Using observations from biofuel plants in the Midwestern United States, researchers simulated two biofuel perennial plants, miscanthus and switchgrass. The simulations indicate these high-yield perennial crops have several advantages over traditional annual bioenergy crops—they assimilate more carbon dioxide, and they require fewer nutrients and less water.

Newswise: Enhancing Land Surface Models to Grow Perennial Bioenergy Crops
Released: 14-May-2021 3:35 PM EDT
Enhancing Land Surface Models to Grow Perennial Bioenergy Crops
Department of Energy, Office of Science

To understand the effects of expanding biofuel production, scientists must accurately represent biofuel crops in land surface models. Using observations from biofuel plants in the Midwestern United States, researchers simulated two biofuel perennial plants, miscanthus and switchgrass. The simulations indicate these high-yield perennial crops have several advantages over traditional annual bioenergy crops—they assimilate more carbon dioxide, and they require fewer nutrients and less water.

Newswise: Harvesting Light Like Nature Does
Released: 14-May-2021 2:55 PM EDT
Harvesting Light Like Nature Does
Pacific Northwest National Laboratory

A new class of bio-inspired two-dimensional (2D) hybrid nanomaterials mimic the ability of photosynthetic plants and bacteria.

Newswise: 050721-ber-earths-atomosphere.jpg?itok=-W-tcpvH
Released: 14-May-2021 2:50 PM EDT
Scientists Check the Math for Improved Models of Liquids and Gases in Earth’s Atmosphere
Department of Energy, Office of Science

Discretization is the process of converting continuous models and variables, such as wind speed, into discrete versions to make equations that are compatible with computer analysis. Energy consistent discretization ensures that the method does not have any inaccurate sources of energy that can lead to unstable and unrealistic simulations. In this research, scientists provided a discretization for equations used by global models of the Earth’s atmosphere.

View More
Newswise:Video Embedded ornl-partners-on-science-kits-for-stem-schools
VIDEO
Released: 17-May-2021 5:05 PM EDT
ORNL partners on science kits for STEM schools
Oak Ridge National Laboratory

Oak Ridge National Laboratory, the U.S. Department of Energy, the Center of Science and Industry and the Tennessee STEM Innovation Network have partnered to deliver hundreds of free science kits called Learning Lunchboxes to STEM-designated schools in East Tennessee.

Newswise: Argonne senior chemist Robert Tranter named fellow of the Combustion Institute
Released: 17-May-2021 11:40 AM EDT
Argonne senior chemist Robert Tranter named fellow of the Combustion Institute
Argonne National Laboratory

Argonne senior chemist Robert Tranter, a shockwave chemist, was named a fellow of the Combustion Institute.

Newswise:Video Embedded successful-start-of-dark-energy-spectroscopic-instrument-desi-follows-record-setting-trial-run
VIDEO
Released: 17-May-2021 9:00 AM EDT
Successful Start of Dark Energy Spectroscopic Instrument (DESI) Follows Record-Setting Trial Run
Lawrence Berkeley National Laboratory

A five-year quest to map the universe and unravel the mysteries of “dark energy” is beginning officially today, May 17, at Kitt Peak National Observatory near Tucson, Arizona. To complete its quest, the Dark Energy Spectroscopic Instrument (DESI) will capture and study the light from tens of millions of galaxies and other distant objects in the universe.

Newswise: Recycling Gives New Purpose to Spent Nuclear Fuel
Released: 14-May-2021 5:20 PM EDT
Recycling Gives New Purpose to Spent Nuclear Fuel
Pacific Northwest National Laboratory

PNNL researchers developed an innovative capability to rapidly separate, monitor, and tightly control specific uranium and plutonium ratios in real-time—an important achievement in efficiently controlling the resulting product and safeguarding nuclear material.

Newswise: Not Just Disturbance: Turbulence Protects Fusion Reactor Walls
Released: 14-May-2021 4:05 PM EDT
Not Just Disturbance: Turbulence Protects Fusion Reactor Walls
Department of Energy, Office of Science

To operate successfully, ITER and future fusion energy reactors cannot allow melting of the walls of the divertor plates that remove excess heat from the plasma in a reactor. These walls are especially at risk of melting when heat is applied to narrow areas. Now, however, an extreme-scale computing analysis indicates that turbulence will reduce that risk.

Newswise: Not Just Disturbance: Turbulence Protects Fusion Reactor Walls
Released: 14-May-2021 4:05 PM EDT
Not Just Disturbance: Turbulence Protects Fusion Reactor Walls
Department of Energy, Office of Science

To operate successfully, ITER and future fusion energy reactors cannot allow melting of the walls of the divertor plates that remove excess heat from the plasma in a reactor. These walls are especially at risk of melting when heat is applied to narrow areas. Now, however, an extreme-scale computing analysis indicates that turbulence will reduce that risk.

Newswise: Enhancing Land Surface Models to Grow Perennial Bioenergy Crops
Released: 14-May-2021 3:35 PM EDT
Enhancing Land Surface Models to Grow Perennial Bioenergy Crops
Department of Energy, Office of Science

To understand the effects of expanding biofuel production, scientists must accurately represent biofuel crops in land surface models. Using observations from biofuel plants in the Midwestern United States, researchers simulated two biofuel perennial plants, miscanthus and switchgrass. The simulations indicate these high-yield perennial crops have several advantages over traditional annual bioenergy crops—they assimilate more carbon dioxide, and they require fewer nutrients and less water.

Newswise: Enhancing Land Surface Models to Grow Perennial Bioenergy Crops
Released: 14-May-2021 3:35 PM EDT
Enhancing Land Surface Models to Grow Perennial Bioenergy Crops
Department of Energy, Office of Science

To understand the effects of expanding biofuel production, scientists must accurately represent biofuel crops in land surface models. Using observations from biofuel plants in the Midwestern United States, researchers simulated two biofuel perennial plants, miscanthus and switchgrass. The simulations indicate these high-yield perennial crops have several advantages over traditional annual bioenergy crops—they assimilate more carbon dioxide, and they require fewer nutrients and less water.

Newswise: Harvesting Light Like Nature Does
Released: 14-May-2021 2:55 PM EDT
Harvesting Light Like Nature Does
Pacific Northwest National Laboratory

A new class of bio-inspired two-dimensional (2D) hybrid nanomaterials mimic the ability of photosynthetic plants and bacteria.

Newswise: 050721-ber-earths-atomosphere.jpg?itok=-W-tcpvH
Released: 14-May-2021 2:50 PM EDT
Scientists Check the Math for Improved Models of Liquids and Gases in Earth’s Atmosphere
Department of Energy, Office of Science

Discretization is the process of converting continuous models and variables, such as wind speed, into discrete versions to make equations that are compatible with computer analysis. Energy consistent discretization ensures that the method does not have any inaccurate sources of energy that can lead to unstable and unrealistic simulations. In this research, scientists provided a discretization for equations used by global models of the Earth’s atmosphere.

View More

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