Eric A. Walker

PhD

Eric Walker.

Eric A. Walker

PhD

Eric A. Walker

PhD

Research Topics

Catalysis; data science; high performance computing

Contact Information

604 Furnas Hall

Buffalo NY, 14260

Phone: (716) 645-8995

ericwalk@buffalo.edu

Biography Publications Teaching Research
  1. Liu, Chih-Han; Giewont, Kevin; Toops, Todd; Walker, E. A.; Horvatits, C.; Kyriakidou, E. Non-catalytic gas phase NO oxidation in the presence of decane. Fuel, 2020, 286 (1), 119388.
  2. Walker, E. A.; Ravisankar, K.; Savara, A. CheKiPEUQ Intro 2: Harnessing Uncertainties from Data Sets, Bayesian Design of Experiments in Chemical Kinetics. ChemCatChem, 2020, accepted, 10.1002/cctc.202000976.
  3. Savara, A.; Walker, E. A. CheKiPEUQ Intro 1: Bayesian Parameter Estimation Considering Uncertainty or Error from both Experiments and Theory. ChemCatChem, 2020, accepted, 10.1002/cctc.202000953.
  4. Horvatits, C.; Lee, J.; Kyriakidou, E. A.; Walker, E. A. Characterizing Adsorption Sites on Ag/SSZ-13 Zeolites: Experimental Observations and Bayesian Inference. J. Phys. Chem. C, 2020, accepted, 10.1021/acs.jpcc.0c06470.
  5. Walker, E. A.; Mohammadi, M. M.; Swihart, M. T. Graph Theory Model of Dry Reforming of Methane Using Rh(111). J. Phys. Chem. Lett., 2020, 11, 4917-4922.
  6. Horvatits, C.; Li, D.; Dupuis, M.; Kyriakidou, E. A.; Walker, E. A. Ethylene and Water Co-Adsorption on Ag/SSZ-13 Zeolites: A Theoretical Study. J. Phys. Chem. C., 2020, 124 (13), 7295-7306.
  7. Kammeraad, J.; Goetz, J.; Walker, E.; Tewari, A.; Zimmerman, P. What Does the Machine Learn? J. Chem. Inf. Model 2020, 60 (3), 1290-1301.
  8. Walker, E.; Ravisankar, K. Bayesian Design of Experiments: Implementation, Validation and Application to Chemical Kinetics. 2019 arXiv:1909.03861.
  9. Walker, E.; Kammeraad, J.; Goetz, J.; Robo, M.; Tewari, A.; Zimmerman, P. Learning to Predict Reaction Conditions: Relationships between Solvent, Reactants and Catalyst. J. Chem. Inf. Model. 2019, 59 (9), 3645-3654.
  10. Chowdhury, A.; Yang, W.; Walker, E.; Mamun, O.; Heyden, A.; Terejanu, G. Prediction of Adsorption Energies for Chemical Species on Metal Catalyst Surfaces Using Machine Learning. J. Phys. Chem. C. 2018, 122 (49), 28142-28150. Selected as Editor’s ChoiceEditor’s Choice- due to its potential for broad public interest, an honor given to only one article from the entire American Chemical Society portfolio each day.
  11. Walker, E.; Mitchell, D.; Terejanu, G. A.; Heyden, A. Identifying Active Sites of the Water-Gas Shift Reaction over Titania Supported Platinum Catalysts under Uncertainty. ACS Catal. 2018, 8, 3990–3998.
  12. Mamun, O; Walker, E.; Faheem, M.; Bond, J. Q.; Heyden, A. Theoretical Investigation of the Hydrodeoxygenation of Levulinic Acid over Ru (0001): A DFT and Microkinetic Modeling Study. ACS Catal. 2017, 7, 215–228.
  13. Walker, E.; Terejanu, G. A.; Ammal, S. C.; Heyden, A. Uncertainty Quantification Framework Applied to the Water-Gas Shift Reaction over Pt-based Catalysts. J. Phys. Chem. C 2016, 120, 10328-10339.
  14. Behtash, S.; Lu, J.; Walker, E.; Mamun, O.; Heyden, A. Solvent Effects in the Liquid Phase Hydrodeoxygenation of Methyl Propionate over a Pd (111) Catalyst Model. J. Catal. 2016, 333, 171-183.
  15. Walker, E.; Rayman, S.; White, R. E. Comparison of a Particle Filter and Other State Estimation Methods for Prognostics of Lithium-ion Batteries. J. Power Sources 2015, 287, 1-12.
  16. Walker, E.; Ammal, S. C.; Suthirakun, S.; Chen, F.; Terejanu, G. A.; Heyden, A. Mechanism of Sulfur Poisoning of Sr2Fe1.5Mo0.5O6-δ Perovskite Anode under Solid Oxide Fuel Cell Conditions. J. Phys. Chem. C 2014, 118, 23545-23552.