Physics-based prediction of moisture-capture properties of hydrogels.

Autor: Díaz-Marín CD; Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA. cddiaz@mit.edu., Masetti L; Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.; Department of Mechanical and Process Engineering, ETH Zurich, Zurich, Switzerland., Roper MA; Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA., Hector KE; Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, US., Zhong Y; Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA., Lu Z; Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, US., Caylan OR; Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA., Graeber G; Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.; Department of Chemistry, Humboldt-Universität zu Berlin, 12489, Berlin, Germany., Grossman JC; Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, US.

Publikováno v: Nature communications [Nat Commun] 2024 Oct 17; Vol. 15 (1), pp. 8948. Date of Electronic Publication: 2024 Oct 17.

Examining graph neural networks for crystal structures: Limitations and opportunities for capturing periodicity.

Autor: Gong S; Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA., Yan K; Computer Science and Engineering, Texas A&M University, College Station, TX 77843, USA., Xie T; Microsoft Research, Cambridge CB1 2FB, UK., Shao-Horn Y; Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.; Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA., Gomez-Bombarelli R; Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA., Ji S; Computer Science and Engineering, Texas A&M University, College Station, TX 77843, USA., Grossman JC; Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.

Publikováno v: Science advances [Sci Adv] 2023 Nov 10; Vol. 9 (45), pp. eadi3245. Date of Electronic Publication: 2023 Nov 10.

Chemical and Physical Drivers for Improvement in Permeance and Stability of Linker-Free Graphene Oxide Membranes.

Autor: Patil JJ; Department of Materials Science and Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139, United States., Lu Z; Department of Materials Science and Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139, United States., Zachman MJ; Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, Tennessee 37830, United States., Chen N; Department of Materials Science and Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139, United States., Reeves KS; Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, Tennessee 37830, United States., Jana A; Department of Materials Science and Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139, United States., Revia G; Department of Materials Science and Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139, United States.; Department of Materials, Oxford University, Parks Road, Oxford OX1 3PH, United Kingdom., MacDonald B; Via Separations Inc, 165 Dexter Ave, Watertown, Massachusetts 02472, United States., Keller BD; Via Separations Inc, 165 Dexter Ave, Watertown, Massachusetts 02472, United States., Lara-Curzio E; Energy Science & Technology Directorate, Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, Tennessee 37830, United States., Grossman JC; Department of Materials Science and Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139, United States.; Via Separations Inc, 165 Dexter Ave, Watertown, Massachusetts 02472, United States., Ferralis N; Department of Materials Science and Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139, United States.

Publikováno v: Nano letters [Nano Lett] 2023 Jul 26; Vol. 23 (14), pp. 6414-6423. Date of Electronic Publication: 2023 Jul 03.

Bayesian-Optimization-Assisted Laser Reduction of Poly(acrylonitrile) for Electrochemical Applications.

Autor: Patil JJ, Wan CT, Gong S, Chiang YM, Brushett FR, Grossman JC

Publikováno v: ACS nano [ACS Nano] 2023 Mar 14; Vol. 17 (5), pp. 4999-5013. Date of Electronic Publication: 2023 Feb 22.

Conformal Encapsulation of Silver Nanowire Transparent Electrodes by Nanosized Reduced Graphene Oxide Leading to Improved All-Round Stability.

Autor: Chae WH; Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States., Patil JJ; Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States., Grossman JC; Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States.

Publikováno v: ACS applied materials & interfaces [ACS Appl Mater Interfaces] 2022 Aug 03; Vol. 14 (30), pp. 34997-35009. Date of Electronic Publication: 2022 Jul 21.