Differentiable modeling and optimization of non-aqueous Li-based battery electrolyte solutions using geometric deep learning.

Autor: Zhu S; Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, USA.; Department of Mechanical Engineering, University of Michigan, Ann Arbor, USA., Ramsundar B; Deep Forest Sciences, Palo Alto, USA., Annevelink E; Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, USA., Lin H; Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, USA.; Department of Mechanical Engineering, University of Michigan, Ann Arbor, USA., Dave A; Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, USA., Guan PW; Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, USA.; Sandia National Laboratories, Livermore, USA., Gering K; Energy Storage & Technology, Idaho National Laboratory, Idaho Falls, USA., Viswanathan V; Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, USA. venkvis@umich.edu.; Department of Mechanical Engineering, University of Michigan, Ann Arbor, USA. venkvis@umich.edu.; Department of Aerospace Engineering, University of Michigan, Ann Arbor, USA. venkvis@umich.edu.

Publikováno v: Nature communications [Nat Commun] 2024 Oct 05; Vol. 15 (1), pp. 8649. Date of Electronic Publication: 2024 Oct 05.

Localized high-concentration electrolytes get more localized through micelle-like structures.

Autor: Efaw CM; Energy and Environmental Science and Technology Directorate, Idaho National Laboratory, Idaho Falls, ID, USA.; Micron School of Materials Science and Engineering, Boise State University, Boise, ID, USA., Wu Q; School of Engineering, Brown University, Providence, RI, USA., Gao N; Energy and Environmental Science and Technology Directorate, Idaho National Laboratory, Idaho Falls, ID, USA., Zhang Y; Center for Functional Nanomaterials, Brookhaven National Laboratory, Upton, NY, USA., Zhu H; Micron School of Materials Science and Engineering, Boise State University, Boise, ID, USA., Gering K; Energy and Environmental Science and Technology Directorate, Idaho National Laboratory, Idaho Falls, ID, USA., Hurley MF; Micron School of Materials Science and Engineering, Boise State University, Boise, ID, USA., Xiong H; Micron School of Materials Science and Engineering, Boise State University, Boise, ID, USA., Hu E; Chemistry Division, Brookhaven National Laboratory, Upton, NY, USA., Cao X; Energy and Environment Directorate, Pacific Northwest National Laboratory, Richland, WA, USA., Xu W; Energy and Environment Directorate, Pacific Northwest National Laboratory, Richland, WA, USA., Zhang JG; Energy and Environment Directorate, Pacific Northwest National Laboratory, Richland, WA, USA., Dufek EJ; Energy and Environmental Science and Technology Directorate, Idaho National Laboratory, Idaho Falls, ID, USA., Xiao J; Energy and Environment Directorate, Pacific Northwest National Laboratory, Richland, WA, USA.; Materials Science and Engineering Department, University of Washington, Seattle, WA, USA., Yang XQ; Chemistry Division, Brookhaven National Laboratory, Upton, NY, USA., Liu J; Energy and Environment Directorate, Pacific Northwest National Laboratory, Richland, WA, USA.; Materials Science and Engineering Department, University of Washington, Seattle, WA, USA., Qi Y; School of Engineering, Brown University, Providence, RI, USA. yueqi@brown.edu., Li B; Energy and Environmental Science and Technology Directorate, Idaho National Laboratory, Idaho Falls, ID, USA. lib2@ornl.gov.; Micron School of Materials Science and Engineering, Boise State University, Boise, ID, USA. lib2@ornl.gov.; Energy Science and Technology Directorate, Oak Ridge National Laboratory, Oak Ridge, TN, USA. lib2@ornl.gov.

Publikováno v: Nature materials [Nat Mater] 2023 Dec; Vol. 22 (12), pp. 1531-1539. Date of Electronic Publication: 2023 Nov 06.

The Doppler Broadening Spectroscopy Used As Kapton Thickness Sensor.

Autor: Urban-Klaehn, J., Gering, K. L., Miller, D.

Publikováno v: AIP Conference Proceedings; 2019, Vol. 2182 Issue 1, p050019-1-050019-4, 4p

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