An accurate machine-learning calculator for optimization of Li-ion battery cathodes G Houchins, V Viswanathan The Journal of Chemical Physics 153 (5), 2020 | 58 | 2020 |
Mechanism for singlet oxygen production in Li-ion and metal–air batteries G Houchins, V Pande, V Viswanathan ACS Energy Letters 5 (6), 1893-1899, 2020 | 44 | 2020 |
Quantifying confidence in density functional theory predictions of magnetic ground states G Houchins, V Viswanathan Physical Review B 96 (13), 134426, 2017 | 31 | 2017 |
Uncertainty quantification of DFT-predicted finite temperature thermodynamic properties within the Debye model PW Guan, G Houchins, V Viswanathan The Journal of Chemical Physics 151 (24), 2019 | 20 | 2019 |
An accurate machine learning calculator for the lithium-graphite system M Babar, HL Parks, G Houchins, V Viswanathan Journal of Physics: Energy 3 (1), 014005, 2020 | 13 | 2020 |
Towards ultra low cobalt cathodes: A high fidelity computational phase search of layered Li-Ni-Mn-Co oxides G Houchins, V Viswanathan Journal of The Electrochemical Society 167 (7), 070506, 2019 | 11 | 2019 |
Generalization of polarized spin excitations for asymmetric dimeric systems G Houchins, JT Haraldsen Physical Review B 91 (1), 014422, 2015 | 11 | 2015 |
Voltage-dependent spin flip in magnetically substituted graphene nanoribbons: Towards the realization of graphene-based spintronic devices G Houchins, CB Crook, JX Zhu, AV Balatsky, JT Haraldsen Physical Review B 95 (15), 155450, 2017 | 10 | 2017 |
Spatial dependence of the super-exchange interactions for transition-metal trimers in graphene CB Crook, G Houchins, JX Zhu, AV Balatsky, C Constantin, JT Haraldsen Journal of Applied Physics 123 (1), 2018 | 8 | 2018 |
Uncertainty quantification of first principles computational phase diagram predictions of Li-Si system via Bayesian sampling Y Yuan, G Houchins, PW Guan, V Viswanathan arXiv preprint arXiv:2003.13393, 2020 | 4 | 2020 |
The role of uncertainty quantification and propagation in accelerating the discovery of electrochemical functional materials G Houchins, D Krishnamurthy, V Viswanathan MRS Bulletin 44 (3), 204-212, 2019 | 1 | 2019 |
Towards Ultra Low Cobalt Cathodes: A High Fidelity Phase Search Incorporating Uncertainty Quantification of Li− Ni− Mn− Co Oxides G Houchins, V Viswanathan arXiv preprint arXiv:1805.08171 [condmat. mtrl-sci], 2018 | 1 | 2018 |
(Invited) Electrochemical Route for Cement Production V Viswanathan, G Houchins Electrochemical Society Meeting Abstracts 243, 1679-1679, 2023 | | 2023 |
Electrochemical Synthesis of Cementitious Compounds G Houchins, V Viswanathan US Patent App. 17/771,197, 2022 | | 2022 |
Towards Efficient Computational Predictions of Battery Cathodes G Houchins Carnegie Mellon University, 2020 | | 2020 |
Advanced characterization of high-capacity electrodes with x-ray Compton scattering H Hafiz, B Barbiellini, K Suzuki, G Houchins, H Sakurai, A Bansil, ... APS March Meeting Abstracts 2019, A47. 010, 2019 | | 2019 |
Elucidating Singlet Oxygen Production in Li-Ion and Metal-Air Batteries G Houchins, V Pande, A Khetan, V Viswanathan Electrochemical Society Meeting Abstracts aimes2018, 224-224, 2018 | | 2018 |
Computational Predictions of NMC Cathode Materials G Houchins, V Viswanathan APS March Meeting Abstracts 2018, E20. 008, 2018 | | 2018 |
A Reduced Order Model Derived from DFT with Uncertainty Estimation for the Understanding of Magnetic Cathodes G Houchins, V Viswanathan Electrochemical Society Meeting Abstracts 232, 254-254, 2017 | | 2017 |
Current-Controlled Spin Flip in Magnetically-Substituted Graphene Nanoribbons: Toward the Realization of Graphene-Based Spintronic Devices JT Haraldsen, G Houchins, CB Crook, JX Zhu, AV Balatsky APS March Meeting Abstracts 2016, V17. 010, 2016 | | 2016 |