Chi Chen - Publications

Affiliations: 
University of California, San Diego, La Jolla, CA 
Area:
Computational Materials Science, Machine Learning

48 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Chen C, Ong SP. A universal graph deep learning interatomic potential for the periodic table. Nature Computational Science. 2: 718-728. PMID 38177366 DOI: 10.1038/s43588-022-00349-3  0.562
2022 Holekevi Chandrappa ML, Qi J, Chen C, Banerjee S, Ong SP. Thermodynamics and Kinetics of the Cathode-Electrolyte Interface in All-Solid-State Li-S Batteries. Journal of the American Chemical Society. PMID 36150188 DOI: 10.1021/jacs.2c07482  0.772
2022 Barnes P, Zuo Y, Dixon K, Hou D, Lee S, Ma Z, Connell JG, Zhou H, Deng C, Smith K, Gabriel E, Liu Y, Maryon OO, Davis PH, Zhu H, ... ... Chen C, et al. Electrochemically induced amorphous-to-rock-salt phase transformation in niobium oxide electrode for Li-ion batteries. Nature Materials. PMID 35501365 DOI: 10.1038/s41563-022-01242-0  0.546
2021 Chen C, Zuo Y, Ye W, Li X, Ong SP. Learning properties of ordered and disordered materials from multi-fidelity data. Nature Computational Science. 1: 46-53. PMID 38217148 DOI: 10.1038/s43588-020-00002-x  0.543
2021 Yang L, Chen C, Xiong S, Zheng C, Liu P, Ma Y, Xu W, Tang Y, Ong SP, Chen H. Multiprincipal Component P2-Na(TiMnCoNiRu)O as a High-Rate Cathode for Sodium-Ion Batteries. Jacs Au. 1: 98-107. PMID 34467273 DOI: 10.1021/jacsau.0c00002  0.574
2021 Chen Y, Chen C, Zheng C, Dwaraknath S, Horton MK, Cabana J, Rehr J, Vinson J, Dozier A, Kas JJ, Persson KA, Ong SP. Database of ab initio L-edge X-ray absorption near edge structure. Scientific Data. 8: 153. PMID 34117266 DOI: 10.1038/s41597-021-00936-5  0.491
2020 Zheng C, Chen C, Chen Y, Ong SP. Random Forest Models for Accurate Identification of Coordination Environments from X-Ray Absorption Near-Edge Structure. Patterns (New York, N.Y.). 1: 100013. PMID 33205091 DOI: 10.1016/j.patter.2020.100013  0.524
2020 Zuo Y, Chen C, Li XG, Deng Z, Chen Y, Behler J, Csányi G, Shapeev AV, Thompson AP, Wood MA, Ong SP. A Performance and Cost Assessment of Machine Learning Interatomic Potentials. The Journal of Physical Chemistry. A. PMID 31916773 DOI: 10.1021/Acs.Jpca.9B08723  0.74
2020 Amachraa M, Wang Z, Chen C, Hariyani S, Tang H, Brgoch J, Ong SP. Predicting Thermal Quenching in Inorganic Phosphors Chemistry of Materials. 32: 6256-6265. DOI: 10.1021/Acs.Chemmater.0C02231  0.567
2020 Hu C, Zuo Y, Chen C, Ong SP, Luo J. Genetic algorithm-guided deep learning of grain boundary diagrams: Addressing the challenge of five degrees of freedom Materials Today. DOI: 10.1016/J.Mattod.2020.03.004  0.584
2020 Zheng H, Li X, Tran R, Chen C, Horton M, Winston D, Persson KA, Ong SP. Grain boundary properties of elemental metals Acta Materialia. 186: 40-49. DOI: 10.1016/J.Actamat.2019.12.030  0.577
2020 Chen C, Zuo Y, Ye W, Li X, Deng Z, Ong SP. A Critical Review of Machine Learning of Energy Materials Advanced Energy Materials. 10: 1903242. DOI: 10.1002/Aenm.201903242  0.56
2019 Wang W, Tran R, Qu J, Liu Y, Chen C, Xu M, Chen Y, Ong SP, Wang L, Zhou W, Shao Z. Chlorine-Doped Perovskite Oxide: A Platinum-Free Cathode for Dye-Sensitized Solar Cells. Acs Applied Materials & Interfaces. PMID 31532199 DOI: 10.1021/Acsami.9B07966  0.592
2019 Chen C, Ye W, Zuo Y, Zheng C, Ong SP. Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals Chemistry of Materials. 31: 3564-3572. DOI: 10.1021/Acs.Chemmater.9B01294  0.587
2018 Ye W, Chen C, Wang Z, Chu IH, Ong SP. Deep neural networks for accurate predictions of crystal stability. Nature Communications. 9: 3800. PMID 30228262 DOI: 10.1038/S41467-018-06322-X  0.734
2018 Mathew K, Zheng C, Winston D, Chen C, Dozier A, Rehr JJ, Ong SP, Persson KA. High-throughput computational X-ray absorption spectroscopy. Scientific Data. 5: 180151. PMID 30063226 DOI: 10.1038/Sdata.2018.151  0.552
2018 Chen C, Deng Z, Tran R, Tang H, Chu I, Ong SP. Publisher's Note: Accurate force field for molybdenum by machine learning large materials data [Phys. Rev. Materials 1 , 043603 (2017)] Physical Review Materials. 2. DOI: 10.1103/Physrevmaterials.2.109902  0.561
2018 Li X, Hu C, Chen C, Deng Z, Luo J, Ong SP. Quantum-accurate spectral neighbor analysis potential models for Ni-Mo binary alloys and fcc metals Physical Review B. 98. DOI: 10.1103/Physrevb.98.094104  0.588
2017 Chen C, Lu Z, Ciucci F. Data mining of molecular dynamics data reveals Li diffusion characteristics in garnet Li7La3Zr2O12. Scientific Reports. 7: 40769. PMID 28094317 DOI: 10.1038/Srep40769  0.736
2017 Chen C, Deng Z, Tran R, Tang H, Chu I, Ong SP. Accurate force field for molybdenum by machine learning large materials data Physical Review Materials. 1. DOI: 10.1103/Physrevmaterials.1.043603  0.611
2017 Tang H, Deng Z, Lin Z, Wang Z, Chu I, Chen C, Zhu Z, Zheng C, Ong SP. Probing Solid–Solid Interfacial Reactions in All-Solid-State Sodium-Ion Batteries with First-Principles Calculations Chemistry of Materials. 30: 163-173. DOI: 10.1021/Acs.Chemmater.7B04096  0.601
2016 Lyu Y, Chen C, Gao Y, Saccoccio M, Ciucci F. In situ preparation of Ca0.5Mn0.5O/C as a novel high-activity catalyst for the oxygen reduction reaction Journal of Materials Chemistry A. 4: 19147-19153. DOI: 10.1039/C6Ta07130A  0.583
2016 Zhao H, Wang J, Chen C, Chen D, Gao Y, Saccoccio M, Ciucci F. A bi-functional catalyst for oxygen reduction and oxygen evolution reactions from used baby diapers: α-Fe2O3 wrapped in P and S dual doped graphitic carbon Rsc Advances. 6: 64258-64265. DOI: 10.1039/C6Ra11352D  0.622
2016 Chen C, Ciucci F. Designing Fe-Based Oxygen Catalysts by Density Functional Theory Calculations Chemistry of Materials. 28: 7058-7065. DOI: 10.1021/Acs.Chemmater.6B02953  0.608
2016 Zhao H, Gao Y, Wang J, Chen C, Chen D, Wang C, Ciucci F. Egg yolk-derived phosphorus and nitrogen dual doped nano carbon capsules for high-performance lithium ion batteries Materials Letters. 167: 93-97. DOI: 10.1016/J.Matlet.2015.12.147  0.613
2016 Wang J, Zhao H, Gao Y, Chen D, Chen C, Saccoccio M, Ciucci F. Ba0.5Sr0.5Co0.8Fe0.2O3-δ on N-doped mesoporous carbon derived from organic waste as a bi-functional oxygen catalyst International Journal of Hydrogen Energy. DOI: 10.1016/J.Ijhydene.2016.04.049  0.631
2015 Lu Z, Chen C, Baiyee ZM, Chen X, Niu C, Ciucci F. Defect chemistry and lithium transport in Li3OCl anti-perovskite superionic conductors. Physical Chemistry Chemical Physics : Pccp. PMID 26597695 DOI: 10.1039/C5Cp05722A  0.748
2015 Chen D, Chen C, Baiyee ZM, Shao Z, Ciucci F. Nonstoichiometric Oxides as Low-Cost and Highly-Efficient Oxygen Reduction/Evolution Catalysts for Low-Temperature Electrochemical Devices. Chemical Reviews. 115: 9869-921. PMID 26367275 DOI: 10.1021/Acs.Chemrev.5B00073  0.561
2015 Chen C, Baiyee ZM, Ciucci F. Unraveling the effect of La A-site substitution on oxygen ion diffusion and oxygen catalysis in perovskite BaFeO3 by data-mining molecular dynamics and density functional theory. Physical Chemistry Chemical Physics : Pccp. 17: 24011-9. PMID 26313519 DOI: 10.1039/C5Cp03973H  0.614
2015 Baiyee ZM, Chen C, Ciucci F. A DFT+U study of A-site and B-site substitution in BaFeO3-δ. Physical Chemistry Chemical Physics : Pccp. 17: 23511-20. PMID 26295283 DOI: 10.1039/C5Cp02694F  0.599
2015 Chen D, Chen C, Zhang Z, Baiyee ZM, Ciucci F, Shao Z. Compositional engineering of perovskite oxides for highly efficient oxygen reduction reactions. Acs Applied Materials & Interfaces. 7: 8562-71. PMID 25849591 DOI: 10.1021/Acsami.5B00358  0.619
2015 Chen C, Chen D, Ciucci F. A molecular dynamics study of oxygen ion diffusion in A-site ordered perovskite PrBaCo(2)O(5.5): data mining the oxygen trajectories. Physical Chemistry Chemical Physics : Pccp. 17: 7831-7. PMID 25716049 DOI: 10.1039/C4Cp05847J  0.6
2015 Wan TH, Saccoccio M, Chen C, Ciucci F. Assessing the identifiability of k and D in electrical conductivity relaxation via analytical results and nonlinearity estimates Solid State Ionics. 270: 18-32. DOI: 10.1016/J.Ssi.2014.11.026  0.548
2015 Wang J, Saccoccio M, Chen D, Gao Y, Chen C, Ciucci F. The effect of A-site and B-site substitution on BaFeO3-δ: An investigation as a cathode material for intermediate-temperature solid oxide fuel cells Journal of Power Sources. 297: 511-518. DOI: 10.1016/J.Jpowsour.2015.08.016  0.636
2015 Chen D, Chen C, Gao Y, Zhang Z, Shao Z, Ciucci F. Evaluation of pulsed laser deposited SrNb0.1Co0.9O3-δ thin films as promising cathodes for intermediate-temperature solid oxide fuel cells Journal of Power Sources. 295: 117-124. DOI: 10.1016/J.Jpowsour.2015.07.003  0.623
2015 Gao Y, Chen D, Chen C, Shao Z, Ciucci F. Oriented PrBaCo2O5+δ thin films for solid oxide fuel cells Journal of Power Sources. 278: 623-629. DOI: 10.1016/J.Jpowsour.2014.12.110  0.598
2015 Wan TH, Saccoccio M, Chen C, Ciucci F. Influence of the Discretization Methods on the Distribution of Relaxation Times Deconvolution: Implementing Radial Basis Functions with DRTtools Electrochimica Acta. 184: 483-499. DOI: 10.1016/J.Electacta.2015.09.097  0.554
2015 Ciucci F, Chen C. Analysis of electrochemical impedance spectroscopy data using the distribution of relaxation times: A Bayesian and hierarchical Bayesian approach Electrochimica Acta. 167: 439-454. DOI: 10.1016/J.Electacta.2015.03.123  0.55
2015 Gao Y, Zhao H, Chen D, Chen C, Ciucci F. In situ synthesis of mesoporous manganese oxide/sulfur-doped graphitized carbon as a bifunctional catalyst for oxygen evolution/reduction reactions Carbon. 94: 1028-1036. DOI: 10.1016/J.Carbon.2015.07.084  0.642
2015 Zhao H, Chen C, Chen D, Saccoccio M, Wang J, Gao Y, Wan TH, Ciucci F. Ba<inf>0.95</inf>La<inf>0.05</inf>FeO<inf>3-δ</inf>-multi-layer graphene as a low-cost and synergistic catalyst for oxygen evolution reaction Carbon. 90: 122-129. DOI: 10.1016/J.Carbon.2015.04.013  0.619
2014 Chen C, Chen D, Chueh WC, Ciucci F. Modeling the impedance response of mixed-conducting thin film electrodes. Physical Chemistry Chemical Physics : Pccp. 16: 11573-83. PMID 24807634 DOI: 10.1039/C4Cp01285B  0.588
2014 Chen C, Chen D, Gao Y, Shao Z, Ciucci F. Computational and experimental analysis of Ba0.95La 0.05FeO3-δ as a cathode material for solid oxide fuel cells Journal of Materials Chemistry A. 2: 14154-14163. DOI: 10.1039/C4Ta01593B  0.655
2014 Zhang Z, Chen D, Gao Y, Yang G, Dong F, Chen C, Ciucci F, Shao Z. A CO2-tolerant nanostructured layer for oxygen transport membranes Rsc Advances. 4: 25924-25932. DOI: 10.1039/C4Ra03028A  0.581
2014 Ciucci F, Panagakos G, Chen C, Chen D. Assessing the identifiability in isotope exchange depth profiling measurements Solid State Ionics. 262: 897-900. DOI: 10.1016/J.Ssi.2013.09.019  0.564
2014 Chen D, Chen C, Dong F, Shao Z, Ciucci F. Cobalt-free polycrystalline Ba0.95La0.05FeO 3-δ thin films as cathodes for intermediate-temperature solid oxide fuel cells Journal of Power Sources. 250: 188-195. DOI: 10.1016/J.Jpowsour.2013.11.010  0.594
2014 Saccoccio M, Wan TH, Chen C, Ciucci F. Optimal regularization in distribution of relaxation times applied to electrochemical impedance spectroscopy: Ridge and Lasso regression methods - A theoretical and experimental Study Electrochimica Acta. 147: 470-482. DOI: 10.1016/J.Electacta.2014.09.058  0.56
2013 Kumar A, Chen C, Arruda TM, Jesse S, Ciucci F, Kalinin SV. Frequency spectroscopy of irreversible electrochemical nucleation kinetics on the nanoscale. Nanoscale. 5: 11964-70. PMID 24136730 DOI: 10.1039/C3Nr03953F  0.571
2013 Chen C, Ciucci F. Generalized transport model for phase transition with memory Physics Letters, Section a: General, Atomic and Solid State Physics. 377: 2668-2672. DOI: 10.1016/J.Physleta.2013.08.002  0.555
Show low-probability matches.