“DeepHyper: A Python Package for Massively Parallel Hyperparameter Optimization in Machine Learning”, Journal of Open Source Software, volume 10, number 109, page 7975, 2025. 10.21105/joss.07975
Publications
My journal articles, conference papers, and other technical articles are listed below. If you do not have access to a publication, please contact me and I will send you a copy of the manuscript. Publications are also listed on my ORCID profile.
“Integrating scientific single-page applications with DevSecOps”, Future Generation Computer Systems, volume 166, pages 107695, 2025. 10.1016/j.future.2024.107695
“Modeling hydrodynamic and biomass pyrolysis effects of recycled product gases in a bubbling fluidized bed reactor”, Biomass and Bioenergy, volume 184, pages 107172, 2024. 10.1016/j.biombioe.2024.107172
“Best practices for documenting a scientific Python project”, US-RSE conference in Chicago, IL on October 16-18, 2023. 10.5281/zenodo.10426363, PDF
“Using Chemical Reactor Models to Predict Fluidized Bed Pyrolysis Yields of Biomass Feedstocks”, Oak Ridge National Laboratory, ORNL/TM-2021/2335, 2022. PDF
“Liionpack: A Python package for simulating packs of batteries with PyBaMM”, Journal of Open Source Software, volume 7, number 70, page 4051, 2022. 10.21105/joss.04051
“Multiscale CFD simulation of biomass fast pyrolysis with a machine learning derived intra-particle model and detailed pyrolysis kinetics”, Chemical Engineering Journal, volume 431, article 133853, 2022. 10.1016/j.cej.2021.133853
“Impacts of Anisotropic Porosity on Heat Transfer and Off-Gassing during Biomass Pyrolysis”, Energy and Fuels, volume 35, issue 24, pages 20131-20141, 2021. 10.1021/acs.energyfuels.1c02679
“Investigating biomass composition and size effects on fast pyrolysis using global sensitivity analysis and CFD simulations”, Chemical Engineering Journal, volume 421, part 2, article 127789, 2021. 10.1016/j.cej.2020.127789
“Assessment of a detailed biomass pyrolysis kinetic scheme in multiscale simulations of a single-particle pyrolyzer and a pilot-scale entrained flow pyrolyzer”, Chemical Engineering Journal, volume 418, article 129347, 2021. 10.1016/j.cej.2021.129347
“Validation and application of a multiphase CFD model for hydrodynamics, temperature field and RTD simulation in a pilot-scale biomass pyrolysis vapor phase upgrading reactor”, Chemical Engineering Journal, volume 388, article 124279, 2020. 10.1016/j.cej.2020.124279.
“Integrated Particle- and Reactor-Scale Simulation of Pine Pyrolysis in a Fluidized Bed”, Energy and Fuels, volume 32, issue 10, pages 10683-10694, 2018. 10.1021/acs.energyfuels.8b02309
“Chemics-Reactors: A Preliminary Python Program for Implementing Network Models of Multiphase Reactors”, Technical Report, number ORNL/TM-2017/748, 2018. osti.gov
“Simulating Biomass Fast Pyrolysis at the Single Particle Scale”, Fast Pyrolysis of Biomass, chapter 11, pages 231-253, 2017. rsc.org
“Low-Order Modeling of Internal Heat Transfer in Biomass Particle Pyrolysis”, Energy and Fuels, volume 30, issue 6, pages 4960-4969, 2016. 10.1021/acs.energyfuels.6b00554
“Development of a Low-Order Computational Model for Biomass Fast Pyrolysis: Accounting for Particle Residence Time”, Technical Report, number ORNL/TM-2016/69, 2016. PDF
“Coupling DAEM and CFD for simulating biomass fast pyrolysis in fluidized beds”, Journal of Analytical and Applied Pyrolysis, volume 117, pages 176-181, 2016. Link
“Biomass Particle Models with Realistic Morphology and Resolved Microstructure for Simulations of Intraparticle Transport Phenomena”, Energy and Fuels, volume 29, issue 1, pages 242-254, 2015. 10.1021/ef502204v
“Evaluation of Biomass and Coal Briquettes for a Spreader Stoker Boiler Using an Experimental Furnace — Modeling and Test”, Thesis, Clemson University, 2011. Link
“System Modeling of ORNL's 20 MW(t) Wood-fired Gasifying Boiler”, American Flame Research Committee, Pacific Rim Combustion Symposium, 2010. Link