IP Library Granted Patent US 12,283,351
Granted Patent B2
US 12,283,351 · App. 16/698,909 · Granted Apr 22, 2025

Screening methods and related catalysts, materials, compositions, methods and systems

Inventors: William A Goddard, III (Pasadena, CA); Alessandro Fortunelli (Pisa, IT); Qi An (Reno, NV)
Assignees: CALIFORNIA INSTITUTE OF TECHNOLOGY; BOARD OF REGENTS OF THE NEVADA SYSTEM OF HIGHER EDUCATION ON BEHALF OF THE OF THE UNIVERSITY OF NEVADA, RENO
G16C20/10B01J23/745B01J23/80B01J23/86B01J23/89B01J35/19B01J35/391G06F30/20G16C20/30G16C20/64G16C60/00C01C1/0411
View Patent ↗
Loading inventors, assignments & file history…
Monitor This Case
Get email alerts when status or documents change.
Order Certified Copies
Most orders are placed with the USPTO same day — all within 24 business hours.
Order via The Patent Place →
Pre-filled with this patent's details
Quick Facts
Patent No.
US 12,283,351
App. No.
16/698,909
Granted
Apr 22, 2025
Kind
B2
Abstract

Provided herein are screening methods to select catalysts having a desired set of target properties from a reference catalyst, and catalysts so obtained, as well as related catalysts material, composition, methods and systems.

Claims (36)

1. A multicomponent iron catalyst for synthesis of ammonia from N 2 and H 2 comprising a three-layer structure having a Formula (I)

[Fe 0 (1-x0) Q 0 x0 ][Fe 1 (1-x1) Q 1 x1 ] a [Fe 2 (1-x2) Q 2 x2 ] b   (I)

in which

Fe 0 , Fe 1 , and Fe 2 represent iron atom on a first layer, iron atom on a second layer, and iron atom on a third layer of an iron crystal or iron film, respectively;

Q 0 , Q 1 , and Q 2 represent at least one dopant atom on the first layer, at least one dopant atom on the second layer, and at least one dopant atom on the third layer of the iron crystal or iron film, respectively,

x0, x1, and x2 represent an atom percentage of the at least one dopant on the first layer, an atom percentage of the at least one dopant on the second layer, and an atom percentage of the at least one dopant on the third layer of an Iron crystal or iron film, respectively, and

(1−x0), (1−x1), and (1−x2) represent an atom percentage of the iron atom on the first layer, an atom percentage of the iron atom on the second layer, and an atom percentage concentration of the iron atom on the third layer of an iron crystal or iron film, respectively; and

a, and b respectively represent a ratio of total atoms on second layer, and a ratio of total atoms on third layer relative to a number of total atoms on first layer of an iron crystal or iron film, respectively

and wherein

Q 0 is selected from the group consisting of Cu, Zn, Rh, Pd, Ag, Cd, Au, or any combination thereof, wherein each dopant on the top layer is present in a corresponding atom percentage q 0 Cu , q 0 Zn , q 0 Rh , q 0 Pd , q 0 Ag , q 0 Cd , and q 0 Au,;

Q 1 is selected from the group consisting of Cr, Co, Ni, Si, or any combination thereof, wherein each dopant on the second layer is present in a corresponding atom percentage q 1 Cr, q 1 Co , q 1 Ni and q 1 Si ,;

Q 2 is selected from the group consisting of Ga or any combination thereof, wherein each dopant on the third layer is present in a corresponding atom percentage q 2 Ir , and q 2 Ga ;

wherein x0 is the summation of q 0 Cu , q 0 Zn , q 0 Rh , q 0 Pd , q 0 Cd and q 0 Au ,;

x 1 is the summation of q 1 Cr , q 1 Co , q 1 Ni and q 1 Si ,; and

x2 is the summation of q 2 Ir , and q 2 Ga ; and

and wherein

x0, x1, and x2 each range independently from 0.2 to 0.4, with the proviso that x0+x1+x2 ranges from 0.2 to 1.2; and

a and b independently range from 0.5 to 2.

2. The multicomponent iron catalyst of claim 1 , wherein each of the first layer, the second layer, and the third layer are an iron film or crystal.

3. The multicomponent iron catalyst of claim 2 , wherein the iron crystal has a body-centered-cubic crystal lattice.

4. The multicomponent iron catalyst of claim 1 , wherein each of the first layer, the second layer, and the third layer are on Fe(111) face, Fe(211) face, Fe(110) face, Fe(100) face.

5. The multicomponent iron catalyst of claim 1 , wherein Q 0 is Zn, and Q 1 is selected from the group consisting of Ni, Co, and Si, or any combination thereof, wherein q 0 Zn , q 1 Ni , q 1 Co , and q 1 Si each ranges from 0 to 0.4 and wherein sum of q 0 Zn , q 1 Ni , q 1 Co , and q 1 Si ranges from 0.2 to 0.4.

6. The multicomponent iron catalyst of claim 1 , wherein Q 0 is Zn, and Q 1 is Ni, wherein q 0 Zn is equal or larger than q 1 Ni , wherein q 0 Zn , and q 1 Ni each ranges from 0 to 0.4 and wherein sum of q 0 Zn and q 1 Ni ranges from 0.2 to 0.4 .

7. The multicomponent iron catalyst of claim 1 , wherein the third layer of the iron crystal or iron film is deposited on a substrate comprising a base layer consisting of three layers of iron atoms.

8. A multicomponent iron catalyst material comprising a multicomponent iron catalyst for synthesis of ammonia from N 2 and H 2 according to claim 1 wherein the third layer of the iron crystal or iron film is deposited on a substrate comprising a base layer consisting of three layers of iron atoms, and wherein the substrate is anchored on a solid support for a catalysis process.

9. The multicomponent catalyst of claim 1 , wherein Q 0 is selected from Zn, Pd, Rh and Cu.

10. The multicomponent catalyst of claim 1 , wherein Q 0 is Zn.

11. The multicomponent catalyst of claim 10 , wherein q 0 Zn ranges from 0.2 to 0.4.

12. The multicomponent catalyst of claim 1 , wherein Q 1 is Si.

13. The multicomponent catalyst of claim 12 , wherein, q 1 Si is greater than 0.2 and less than or equal to 0.4.

14. The multicomponent catalyst of claim 12 , wherein q 1 Si is greater than 0.2 and less than or equal to 0.3.

15. The multicomponent catalyst of claim 12 , wherein q 1 Si is greater than 0.22 and less than or equal to 0.28.

16. The multicomponent catalyst of claim 12 , wherein q 1 Si is greater than 0.24 and less than or equal to 0.26.

17. The multicomponent catalyst of claim 1 , wherein Q 2 is Ga.

18. The multicomponent catalyst of claim 1 , wherein Qo is Zn, Q 1 is Si, and Q 2 is Ga.

19. A method for synthesis of ammonia from N 2 and H 2 , the method comprising contacting N 2 and H 2 with the multicomponent iron catalyst according to claim 1 and/or a multicomponent iron catalyst material comprising the multicomponent iron catalyst according to claim 8 under a temperature 150 to 450° C. to produce ammonia.

Assignments (3)
CONFIRMATORY LICENSE Recorded Sep 8, 2020
From: CALIFORNIA INSTITUTE OF TECHNOLOGY
To: UNITED STATES DEPARTMENT OF ENERGY
Reel/Frame 053715/0192 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 18, 2019
From: AN, QI
To: BOARD OF REGENTS OF THE NEVADA SYSTEM OF HIGHER EDUCATION ON BEHALF OF THE UNIVERSITY OF NEVADA, RENO
Reel/Frame 051326/0174 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 18, 2019
From: GODDARD, WILLIAM A., III; FORTUNELLI, ALESSANDRO
To: CALIFORNIA INSTITUTE OF TECHNOLOGY
Reel/Frame 051326/0181 →
Continuity (2)
Provisional Application 62771988 · Nov 27, 2018
Related Publication 20200168300A1 · May 28, 2020
References Cited (106)
US 3770658A · Ozaki et al. · 1973 [cited by applicant]
US 3787335A · Yarrington · 1974 [cited by applicant]
US 3830753A · Ichikawa et al. · 1974 [cited by applicant]
US 3951862A · Sze · 1976 [cited by applicant]
US 4235749A · Gens · 1980 [cited by examiner]
US 5846507A · Liu · 1998 [cited by examiner]
US 6235676B1 · Jacobsen et al. · 2001 [cited by applicant]
US 9150423B2 · Hosono et al. · 2015 [cited by applicant]
US 20110171100A1 · Carpenter · 2011 [cited by examiner]
US 20120082612A1 · Carpenter · 2012 [cited by examiner]
US 20140072499A1 · Carpenter · 2014 [cited by examiner]
US 20160288114A1 · Way et al. · 2016 [cited by applicant]
US 20180093261A1 · De Almeida · 2018 [cited by examiner]
US 20200197911A1 · Beach · 2020 [cited by examiner]
CN 1955722A · 2007 [cited by applicant]
CN 102909030B · 2015 [cited by examiner]
CN 105289624A · 2016 [cited by examiner]
EP 2444154A1 · 2012 [cited by applicant]
JP 2014151290A · 2014 [cited by examiner]
WO WO2014115582A1 · 2014 [cited by examiner]
WO WO2018164182A1 · 2018 [cited by examiner]
WO 2020113136A1 · 2020 [cited by applicant]
WO 2020113136A9 · 2020 [cited by applicant]
An, Q., et al., “First-Principles High-Throughput—Screening Catalyst Design for Ammonia Synthesis”. Accepted Manuscript.Nov. 27, 2018. 31 Pages (submitted). [cited by applicant]
An, Q., et al., “Predictive First-Principles-Based Ammonia Syntesis over Fe Catalysts,” Conference presentation abstract.Dec. 4, 2018. 1 Page. [cited by applicant]
An, Q., et al., “QM-mechanism-based hierarchical high-throughput in silica screening catalyst design for ammonia synthesis,” Journal of the American Chemical Society, 140(50): p. 17702-17710.Nov. 27, 2018. 9 Pages. [cited by applicant]
Bronsted, N., “Acid and basic catalysis,” Chem. Rev., 5 (3), 231-338.1928. 108 Pages. [cited by applicant]
Campbell, C. T., et al., “Equilibrium constants and rate constants for adsorbates: two-dimensional (2D) ideal gas, 2D ideal lattice gas, and ideal hindered translator models,” J. Phys. Chem. C., 120 (19), 10283-10297.Ap… [cited by applicant]
Chase Jr., M. W., et al., “NIST-JANAF thermochemical tables, 4th ed.; Journal of Physical and Chemical Reference Data Monograph 9,” [cited by applicant]
Chen, B., et al., “Heterogeneous singlewalled carbon nanotube catalyst discovery and optimization,” Chem. Mater., 14 (4), 1891-1896.Published on Web Mar. 12, 2002. 6 pages. [cited by applicant]
Cheng, M.-J. et al., “The critical role of phosphate in vanadium phosphate oxide for the catalytic activation and functionalization of n-butane to maleic anhydride,” Journal of the American Chemical Society, 135(12): p.… [cited by applicant]
Cheng, M.-J., et al., “The Mechanism of Alkane Selective Oxidation by the MI Phase of Mo—V—Nb—Te Mixed Metal Oxides: Suggestions for Improved Catalysts,” Topics in Catalysis, 59(17-18): p. 1506-1517.Pub Online Jul. 29, … [cited by applicant]
Cheng, T., et al. “Full atomistic reaction mechanism with kinetics for CO reduction on Cu (I00) from ab initio molecular dynamics free-energy calculations at 298 K,” Proceedings of the National Academy of Sciences, 114(… [cited by applicant]
Chenoweth, K., et al., “Development and application of a ReaxFF reactive force field for oxidative dehydrogenation on vanadium oxide catalysts,” The Journal of Physical Chemistry C, 112(37): p. 14645-14654.Published onl… [cited by applicant]
Dijkstra, E.W., “A note on two problems in connexion with graphs,” Numerische mathematik, 1(1): p. 269-271.1959. 3 pages. [cited by applicant]
Dupuis, V., et al., “Intrinsic magnetic properties of bimetallic nanoparticles elaborated by cluster beam deposition,” [cited by applicant]
Erisman, J. W., et al., “How a century of ammonia synthesis changed the world,” Nat. Geosci., 1, 636-639.Oct. 2008. 4 Pages. [cited by applicant]
Evans, M. G., et al., “Inertia and driving force of chemical reactions,” Trans. Faraday Soc., 34, 11-24.1938. 14 Pages. [cited by applicant]
Ferrin, P., et al., “Modeling ethanol decomposition on transition metals: a combined application of scaling and Brønsted-Evans-Polanyi relations,” [cited by applicant]
Fleurat-Lessard, P. et al., “Tracing the minimum-energy path on the free-energy Surface,” The Journal of chemical physics, 123(8): p. 084101.Published online Aug. 26, 2005. 18 Pages. [cited by applicant]
Fortunelli, A., et al., “First-Principles High-Throughput-Screening Catalyst Design for Ammonia Synthesis,” Poster presentation for department conference. Dec. 24-26, 2018. 2 Pages. [cited by applicant]
Foster, S. L., et al., “Catalysts for nitrogen reduction to ammonia,” Nature Catal., 1, 490-500.Jul. 2018. 11 Pages. [cited by applicant]
Fuller, J., et al., “Reaction mechanism and kinetics for ammonia synthesis on the Fe (211) reconstructed surface,” [cited by applicant]
Goddard III, W.A., “Quantum mechanics based mechanisms for selective activation of hydrocarbons by mixed metal oxide heterogeneous catalysts—A tribute to Robert Grasselli,” [cited by applicant]
Grasselli, R.K., “Ammoxidation of propylene and propane to acrylonitrile. chapter 5 of RSC Nanoscience & Nanotechnology No. 19 Nanostructured Catalysts: Selective Oxidations,” Edited by Christian Hess and Robert Schloeg… [cited by applicant]
Greeley, J., et al., “Computational high-throughput screening of electrocatalytic materials for hydrogen evolution,” Nature Mater., 5, 909-913.Nov. 2006. 5 Pages. [cited by applicant]
Grimme, S., et al., “A consistent and accurate ab initio parametrization of density functional dispersion correction (DFT-D) for the 94 elements H—Pu,” The Journal of chemical physics, 132(15): p. 154104. Pub Online Apr… [cited by applicant]
Hakim, S. H., et al., “Synthesis of supported bimetallic nanoparticles with controlled size and composition distributions for active site elucidation,” [cited by applicant]
Hannemann, S., et al, “Combination of flame synthesis and high throughput experimentation: The preparation of alumina supported noble metal particles and their application in the partial oxidation of methane,” [cited by applicant]
Hara, M., et al., “Ru-loaded C12A7:e—electride as a catalyst for ammonia synthesis,” ACS Catal, 7 (4), 2313-2324 . . . Feb. 15, 2017. 12 Pages. [cited by applicant]
Hermes, E.D, et al., “Micki: A python-based object-oriented microkinetic modeling code,” The Journal of chemical physics, 151(1): p. 014112.Pub Online Jul. 3, 2019. 14 Pages. [cited by applicant]
Hoffmann, M.J., et al. Kmos Project: kMC on steroids: A vigorous attempt to make lattice kinetic Monte Carlo modeling as fast as possible. Webpage<http://mhoffman.github.io/kmos/> accessed onJan. 22. 2020. 1 Page. [cited by applicant]
Huang, Y., et al., “Identification of the Selective Sites for Electrochemical Reduction of CO to C2+ Products on Copper Nanoparticles by Combining Reactive Force Fields, Density Functional Theory, and Machine Learning,”… [cited by applicant]
Hughes, T. F., et al., “Development of accurate DFT methods for computing redox potentials of transition metal complexes: results for model complexes and application to cytochrome,” J. Chem. Theory Comput., 8 (2), 442-4… [cited by applicant]
Iannuzzi, M., et al. “Efficient exploration of reactive potential energy surfaces using Car-Parrinello molecular dynamics,” Physical Review Letters, 90(23): p. 238302. Jun. 13, 2003. 4 Pages. [cited by applicant]
Jacobsen, C.J., et al., “Catalyst design by interpolation in the periodic table: bimetallic ammonia synthesis catalysts,” Journal of the American Chemical Society, 123(34): p. 8404-8405.2001. 2 Pages. [cited by applicant]
Jang, Y.H., et al., “Mechanism of selective oxidation and ammoxidation of propene on bismuth molybdates from DFT calculations on model clusters,” The Journal of Physical Chemistry B, 106(23): p. 5997-6013.2002. 17 Pages. [cited by applicant]
Johnson, E.R et al., “A post-Hartree-Fock model of intermolecular interactions: Inclusion of higher-order corrections,” The Journal of chemical physics, 124(17): p. 174104.Pub Online May 5, 2006. 10 Pages. [cited by applicant]
Jones, D. J., et al., “Discovery and optimization of new chromium catalysts for ethylene oligomerization and polymerization aided by high-throughput screening,” J. Am. Chem. Soc., 127 (31), 11037-11046.2005. 10 Pages. [cited by applicant]
Kresse, G., et al., “Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set,” Phys. Rev. B, 54 (16), 11169-11186. Oct. 15, 1996. 18 Pages. [cited by applicant]
Lai, J., et al., “Recent Advances in the Synthesis and Electrocatalytic Applications of Platinum-Based Bimetallic Alloy Nanostructures,” [cited by applicant]
Laio, A., “Escaping free-energy minima,” Proceedings of the National Academy of Sciences, 99(20): p. 12562-12566. Oct. 1, 2002. 5 Pages. [cited by applicant]
Li, L., et al., “Computational identification of descriptors for selectivity in syngas reactions on a Mo2C catalyst,” ACS Catal., 5 (9), 5174-5185.Jul. 24, 2015. 12 Pages. [cited by applicant]
Ling, T., et al., “Icosahedral face-centered cubic Fe nanoparticles: facile synthesis and characterization with aberration-corrected TEM,” [cited by applicant]
Lum, Y., et al., “Electrochemical CO reduction builds solvent water into oxygenate products,” Journal of the American Chemical Society,140(30): p. 9337-9340.Jul. 16, 2018. 4 Pages. [cited by applicant]
McDonald, M., et al., “Highly Efficient Ni-Doped Iron Catalyst for Ammonia Synthesis from QM-Based Hierarchical High Throughput Catalyst Screening,” [cited by applicant]
Mittasch, A., et al., “Early studies of multicomponent catalysts,” Adv. Catal, 2, 81-104.1950. 25 Pages. [cited by applicant]
Montemore, M. M., et al., “Scaling relations between adsorption energies for computational screening and design of catalysts,” Catal. Sci. Technol., 4, 3748-3761.2014. 14 Pages. [cited by applicant]
Mortensen, J.J., et al., “Nitrogen adsorption and dissociation on Fe (I I I). [cited by applicant]
Nørskov, J.K., et al., “Towards the computational design of solid catalysts,” Nature chemistry, 1(1): p. 37-46.Apr. 2009. 10 Pages. [cited by applicant]
O'Neill, B. J., “Catalyst Design with Atomic Layer Deposition,” [cited by applicant]
Perdew, J.P., et al., “Generalized gradient approximation made simple,” Physical review letters, 77(18): p. 3865-3868.Oct. 28, 1996. 4 Pages. [cited by applicant]
Perdew, J.P., et al., “Generalized gradient approximation made simple,” Physical review letters, 78: p. 1396-1396.Feb. 17, 1997. 2 Pages. [cited by applicant]
Piccolo, L., et al., “Understanding and controlling the structure and segregation behavior of AuRh nanocatalysts,” [cited by applicant]
Qian, J., et al, “Effect of Co doping on mechanism and kinetics of ammonia synthesis on Fe (III) surface,” Journal of Catalysis. 370: p. 364-371.Available online Jan. 22, 2019. 8 Pages. [cited by applicant]
Qian, J., et al., “Reaction mechanism and kinetics for ammonia synthesis on the Fe (III). surface,” Journal of the American Chemical Society, 140(20): p. 6288-6297.Apr. 27, 2018. 10 Pages. [cited by applicant]
Regalbuto, J.R. Catalyst preparation: Science and engineering, CRC Press/Taylor & Francis Group, LLC, Boca Raton, FL,2007. 140 Pages. [cited by applicant]
Sabatier, P., “Hydrogenations et deshydrogenations par catalyse,” Ber. Dtsch. Chem. Ges, 44 (3), 1984-2001. 1911.19 Pages. [cited by applicant]
Schlögl, R., “Catalytic synthesis of ammonia—a ‘never-ending story’?” Angew. Chem., Int. Ed, 42 (18), 2004-2008.2003. 5 Pages. [cited by applicant]
Senftle, T.P., et al., “The ReaxFF reactive force-field: development, applications and future directions,” npj Computational Materials. 2: p. 15011.Published Online Mar. 4, 2016. 14 Pages. [cited by applicant]
Somorjai, G.A., et al., “Surface structures in ammonia synthesis,” Topics in Catalysis, 1(3-4): p. 215-231.1994. 19 Pages. [cited by applicant]
Stamatakis, M., “Kinetic modelling of heterogeneous catalytic systems,” Journal of Physics Condensed Matter, 27(1): p. 013001. Published Nov. 13, 2014. 30 Pages. [cited by applicant]
Stochastic Parallel PARticle Kinetic Simulator (SPPARKS). Kinetic Monte Carlo Simulator webpage< Simulatorspparks.sandia.gov accessed onJan. 22, 2020. 2 Pages. [cited by applicant]
Wales, D. J., “Energy landscapes: calculating pathways and rates,” Int. Rev. Phys. Chem., 25, 237-282.2006. 47 Pages. [cited by applicant]
Wang, D., et al., “Bimetallic Nanocrystals: Liquid-Phase Synthesis and Catalytic Applications,” [cited by applicant]
Wikipedia, “Atomic radius,” available online at< web.archive.org web=“” 20190331021653=“”< a=“”href=“https://en.wikipedia.org/wiki/Atomic_radius>”>https://en.wikipedia.org/wiki/Atomic_radius./web.archive.org>Last edited… [cited by applicant]
Wikipedia, Ethylene oxide. Available online< web.archive.org web=“” 20170314133026=“”< a =“”href=“https://en.wikipedia.org/wiki/Ethylene_oxide”>https://en.wikipedia.org/wiki/Ethylene_oxide< /web.archive.org>Last modifie… [cited by applicant]
Wikipedia, Steam reforming. Available online< web.archive.org web=“” 20170412014610=“”< a=“” href=“https://en.wikipedia.org/wiki/Steam_reforming,”>https://en.wikipedia.org/wiki/Steam_reforming, </web.archive.org>Last mo… [cited by applicant]
Wolcott, C.A., et al., “Degree of rate control approach to computational catalyst screening,” Journal of catalysis, 330: p. 197-207.Available online Aug. 3, 2015. 11 Pages. [cited by applicant]
Xiao, H., et al., “Atomistic mechanisms underlying selectivities in CI and C2 products from electrochemical reduction of CO on Cu (III),” Journal of the American Chemical Society, 139(1): p. 130-136.Dec. 7, 2016. 7 Page… [cited by applicant]
Zaffran, J., et al., “Trade-off between accuracy and universality in linear energy relations for alcohol dehydrogenation on transition metals,” J. Phys. Chem. C, 119 (23), 12988-12998. May 18, 2015. 11 Pages. [cited by applicant]
Zhang, H., et al., “Catalytically highly active top gold atom on palladium nanocluster,” [cited by applicant]
Written Opinion for International PCT Application No. PCT/US2019/063799 filed on Nov. 27, 2019. Filed on behalf of California Institute of Technology. Mail Date: May 6, 2020. 6 Pages. [cited by applicant]
International Preliminary Report on Patentability for International PCT Application No. PCT/US2019/063799 filed on Nov. 27, 2019 filed on behalf of California Institute of Technology. Mail Date: Jun. 10, 2021. 8 Pages. [cited by applicant]
International Search Report for International PCT Application No. PCT/US2019/063799 filed on Nov. 27, 2019. Filed on behalf of California Institute of Technology. Mail Date: May 6, 2020. 5 Pages. [cited by applicant]
Alia, S.M. et al. “Galvanic Displacement as a Route to Highly Activeand Durable, Extended Surface Electrocatalysts” Catal. Sci. Technol., 2014, 4, 3589-3600 DOI: 10.1039/C4CY00736K. 13 pages. [cited by applicant]
An, Q. et al., “Si-Doped Fe Catalyst for Ammonia Synthesis at Dramatically Decreased Pressures and Temperatures” J. Am. Chem. Soc. 2020, 142, 8223-8232. 10 pages. [cited by applicant]
Definition from Wiktionary—kinked. 2014. https://en.wiktionary.org/w/index.php?title=kinked&oldid=28749736. 2 pages. [cited by applicant]
Definition from Wiktionary—outmost. 2014. https://en.wiktionary.org/w/index.php?title=outmost&oldid=27557237. 2 pages. [cited by applicant]
Definition from Wiktionary—stepped. 2014. https://en.wiktionary.org/w/index.php?title=stepped&oldid=31045931. 2 pages. [cited by applicant]
Fuller, J. et al. “Discovery of Dramatically Improved Ammonia Synthesis Catalysts through Hierarchical High-Throughput Catalyst Screening of the Fe(211) Surface” Chemistry of Materials 2020 32 (23), 9914-9924DOI: 10.102… [cited by applicant]
Fuller, K. et al. “Reaction Mechanisms, Kinetics, and Improved Catalysts for Ammonia Synthesis from Hierarchical High Throughput Catalyst Design” Accounts of Chemical Research 2022 55 (8), 1124-1134 DOI: 10.1021/acs.acc… [cited by applicant]
Ritala, M. et al. “Atomic Layer Deposition” Department of Chemistry, University of Helsinki. 2002 Chapter 2. ISBN 0-12-512909-2. 57 pages. [cited by applicant]
Wikipedia “Reactivity Series” The Wayback Machine, 2018. https://web.archive.org. 5 pages. [cited by applicant]
Fuller, J. et al. “Vibrational Spectroscopy Signatures of Catalytically Relevant Configurations for N2 Reduction to NH3 on Fe Surfaces via Density Functional Theory” J. Phys. Chem. C 125 (51):27919-27930 (2021) DOI: 10.… [cited by applicant]
Hagen S, et al. “New efficient catalyst for ammonia synthesis: barium-promoted cobalt on carbon”. Chem Commun., (Cambridge). The Royal Society of Chemistry. 2002 pp. 1206-12077. doi: 10.1039/b202781j. [cited by applicant]