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Seoin Back - Publications

Affiliations: 
2013-2017 Energy, Environment, Water and Sustainability Korea Advanced Institute of Science and Technology, Daejeon, South Korea 
 2017-2018 Chemical Engineering Stanford University, Palo Alto, CA 
 2018-2020 Chemical Engineering Carnegie Mellon University, Pittsburgh, PA 
 2020- Chemical Engineering Sogang University, Seoul, Seoul, South Korea 
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Year Citation  Score
2023 Back S, Aspuru-Guzik A, Ceriotti M, Gryn'ova G, Grzybowski B, Gu GH, Hein J, Hippalgaonkar K, Hormázabal R, Jung Y, Kim S, Kim WY, Moosavi SM, Noh J, Park C, et al. Accelerated chemical science with AI. Digital Discovery. 3: 23-33. PMID 38239898 DOI: 10.1039/d3dd00213f  0.393
2023 Mok DH, Li H, Zhang G, Lee C, Jiang K, Back S. Data-driven discovery of electrocatalysts for CO reduction using active motifs-based machine learning. Nature Communications. 14: 7303. PMID 37952012 DOI: 10.1038/s41467-023-43118-0  0.426
2023 Yi SY, Choi E, Jang HY, Lee S, Park J, Choi D, Jang Y, Kang H, Back S, Jang S, Lee J. Insight into Defect Engineering of Atomically Dispersed Iron Electrocatalysts for High-Performance Proton Exchange Membrane Fuel Cell. Advanced Materials (Deerfield Beach, Fla.). e2302666. PMID 37548180 DOI: 10.1002/adma.202302666  0.318
2022 Lee W, Kim J, Kim H, Back S. Catalytic activity trends of pyrite transition metal dichalcogenides for oxygen reduction and evolution. Physical Chemistry Chemical Physics : Pccp. PMID 35960004 DOI: 10.1039/d2cp01518h  0.425
2021 Yuan Q, Zhao J, Mok DH, Zheng Z, Ye Y, Liang C, Zhou L, Back S, Jiang K. Electrochemical Hydrogen Peroxide Synthesis from Selective Oxygen Reduction over Metal Selenide Catalysts. Nano Letters. PMID 34965148 DOI: 10.1021/acs.nanolett.1c04420  0.342
2021 Kim J, Ko W, Yoo JM, Paidi VK, Jang HY, Shepit M, Lee J, Chang H, Lee HS, Jo J, Kim BH, Cho SP, van Lierop J, Kim D, Lee KS, ... Back S, et al. Structural Insights into Multi-Metal Spinel Oxide Nanoparticles for Boosting Oxygen Reduction Electrocatalysis. Advanced Materials (Deerfield Beach, Fla.). e2107868. PMID 34837257 DOI: 10.1002/adma.202107868  0.369
2021 Mok DH, Back S. Atomic Structure-Free Representation of Active Motifs for Expedited Catalyst Discovery. Journal of Chemical Information and Modeling. PMID 34423642 DOI: 10.1021/acs.jcim.1c00726  0.391
2021 Back S, Na J, Ulissi ZW. Efficient Discovery of Active, Selective, and Stable Catalysts for Electrochemical H2O2 Synthesis through Active Motif Screening Acs Catalysis. 11: 2483-2491. DOI: 10.1021/ACSCATAL.0C05494  0.78
2020 Back S, Na J, Tran K, Ulissi ZW. discovery of active, stable, CO-tolerant and cost-effective electrocatalysts for hydrogen evolution and oxidation. Physical Chemistry Chemical Physics : Pccp. PMID 32856642 DOI: 10.1039/D0Cp03017A  0.793
2020 Back S, Tran K, Ulissi ZW. Discovery of Acid-Stable Oxygen Evolution Catalysts: High-Throughput Computational Screening of Equimolar Bimetallic Oxides. Acs Applied Materials & Interfaces. PMID 32799519 DOI: 10.1021/Acsami.0C11821  0.805
2020 Cichocka MO, Liang Z, Feng D, Back S, Siahrostami S, Wang X, Samperisi L, Sun Y, Xu H, Hedin N, Zheng H, Zou X, Zhou HC, Huang Z. A Porphyrinic Zirconium Metal-Organic Framework for Oxygen Reduction Reaction: Tailoring the Spacing between Active-Sites through Chain-Based Inorganic Building Units. Journal of the American Chemical Society. PMID 32786758 DOI: 10.1021/Jacs.0C06329  0.418
2020 Gu GH, Noh J, Kim S, Back S, Ulissi ZW, Jung Y. Practical Deep-Learning Representation for Fast Heterogeneous Catalyst Screening. The Journal of Physical Chemistry Letters. PMID 32191473 DOI: 10.1021/Acs.Jpclett.0C00634  0.78
2020 Lopato EM, Eikey EA, Simon ZC, Back S, Tran K, Lewis J, Kowalewski JF, Yazdi S, Kitchin JR, Ulissi ZW, Millstone JE, Bernhard S. Parallelized Screening of Characterized and DFT-Modeled Bimetallic Colloidal Cocatalysts for Photocatalytic Hydrogen Evolution Acs Catalysis. 10: 4244-4252. DOI: 10.1021/Acscatal.9B05404  0.729
2020 Siahrostami S, Villegas SJ, Bagherzadeh Mostaghimi AH, Back S, Farimani AB, Wang H, Persson KA, Montoya J. A Review on Challenges and Successes in Atomic-Scale Design of Catalysts for Electrochemical Synthesis of Hydrogen Peroxide Acs Catalysis. 10: 7495-7511. DOI: 10.1021/Acscatal.0C01641  0.407
2019 Palizhati A, Zhong W, Tran K, Back S, Ulissi ZW. Towards Predicting Intermetallics Surface Properties with High-Throughput DFT and Convolutional Neural Networks. Journal of Chemical Information and Modeling. PMID 31644279 DOI: 10.1021/Acs.Jcim.9B00550  0.767
2019 Jiang K, Back S, Akey AJ, Xia C, Hu Y, Liang W, Schaak D, Stavitski E, Nørskov JK, Siahrostami S, Wang H. Highly selective oxygen reduction to hydrogen peroxide on transition metal single atom coordination. Nature Communications. 10: 3997. PMID 31488826 DOI: 10.1038/S41467-019-11992-2  0.62
2019 Back S, Yoon J, Tian N, Zhong W, Tran K, Ulissi ZW. Convolutional Neural Network of Atomic Surface structures to Predict Binding Energies For High-throughput Screening of Catalysts. The Journal of Physical Chemistry Letters. PMID 31310543 DOI: 10.1021/Acs.Jpclett.9B01428  0.783
2019 Kreider ME, Gallo A, Back S, Liu Y, Siahrostami S, Nordlund D, Sinclair R, Nørskov JK, King LA, Jaramillo TF. Precious Metal-Free Nickel Nitride Catalyst for the Oxygen Reduction Reaction. Acs Applied Materials & Interfaces. PMID 31310093 DOI: 10.1021/Acsami.9B07116  0.696
2019 Back S, Siahrostami S. Noble metal supported hexagonal boron nitride for the oxygen reduction reaction: a DFT study Nanoscale Advances. 1: 132-139. DOI: 10.1039/C8NA00059J  0.419
2019 Back S, Tran K, Ulissi ZW. Toward a Design of Active Oxygen Evolution Catalysts: Insights from Automated Density Functional Theory Calculations and Machine Learning Acs Catalysis. 9: 7651-7659. DOI: 10.1021/Acscatal.9B02416  0.813
2019 Lee HJ, Back S, Lee JH, Choi SH, Jung Y, Choi JW. Mixed Transition Metal Oxide with Vacancy-Induced Lattice Distortion for Enhanced Catalytic Activity of Oxygen Evolution Reaction Acs Catalysis. 9: 7099-7108. DOI: 10.1021/Acscatal.9B01298  0.588
2019 Kelly SR, Shi X, Back S, Vallez L, Park SY, Siahrostami S, Zheng X, Nørskov JK. ZnO As an Active and Selective Catalyst for Electrochemical Water Oxidation to Hydrogen Peroxide Acs Catalysis. 9: 4593-4599. DOI: 10.1021/Acscatal.8B04873  0.679
2019 Zhao W, Bothra P, Lu Z, Li Y, Mei L, Liu K, Zhao Z, Chen G, Back S, Siahrostami S, Kulkarni A, Nørskov JK, Bajdich M, Cui Y. Improved Oxygen Reduction Reaction Activity of Nanostructured CoS2 through Electrochemical Tuning Acs Applied Energy Materials. 2: 8605-8614. DOI: 10.1021/acsaem.9b01527  0.559
2018 Back S, Siahrostami S. Noble metal supported hexagonal boron nitride for the oxygen reduction reaction: a DFT study. Nanoscale Advances. 1: 132-139. PMID 36132475 DOI: 10.1039/c8na00059j  0.368
2018 Back S, Hansen MH, Garrido Torres JA, Zhao Z, Nørskov JK, Siahrostami S, Bajdich M. Prediction of stable and active (oxy-hydro) oxide nanoislands on noble metal supports for electrochemical oxygen reduction reaction. Acs Applied Materials & Interfaces. PMID 30582334 DOI: 10.1021/Acsami.8B15428  0.697
2018 Tran K, Palizhati A, Back S, Ulissi ZW. Dynamic Workflows for Routine Materials Discovery in Surface Science. Journal of Chemical Information and Modeling. PMID 30453739 DOI: 10.1021/Acs.Jcim.8B00386  0.763
2018 Singh Y, Back S, Jung Y. Computational exploration of borophane-supported single transition metal atoms as potential oxygen reduction and evolution electrocatalysts. Physical Chemistry Chemical Physics : Pccp. PMID 30074598 DOI: 10.1039/C8Cp03130D  0.573
2018 Noh J, Back S, Kim J, Jung Y. Active learning with non- input features toward efficient CO reduction catalysts. Chemical Science. 9: 5152-5159. PMID 29997867 DOI: 10.1039/C7Sc03422A  0.621
2018 Lee H, Lim J, Lee C, Back S, An K, Shin JW, Ryoo R, Jung Y, Park JY. Boosting hot electron flux and catalytic activity at metal-oxide interfaces of PtCo bimetallic nanoparticles. Nature Communications. 9: 2235. PMID 29884825 DOI: 10.1038/S41467-018-04713-8  0.578
2018 Tao H, Sun X, Back S, Han Z, Zhu Q, Robertson AW, Ma T, Fan Q, Han B, Jung Y, Sun Z. Doping palladium with tellurium for the highly selective electrocatalytic reduction of aqueous CO to CO. Chemical Science. 9: 483-487. PMID 29629117 DOI: 10.1039/C7Sc03018E  0.566
2018 Choi C, Back S, Kim N, Lim J, Kim Y, Jung Y. Suppression of Hydrogen Evolution Reaction in Electrochemical N2 Reduction Using Single-Atom Catalysts: A Computational Guideline Acs Catalysis. 8: 7517-7525. DOI: 10.1021/Acscatal.8B00905  0.593
2018 Cho M, Song JT, Back S, Jung Y, Oh J. The Role of Adsorbed CN and Cl on an Au Electrode for Electrochemical CO2 Reduction Acs Catalysis. 1178-1185. DOI: 10.1021/Acscatal.7B03449  0.542
2018 Abroshan H, Bothra P, Back S, Kulkarni A, Nørskov JK, Siahrostami S. Ultrathin Cobalt Oxide Overlayer Promotes Catalytic Activity of Cobalt Nitride for the Oxygen Reduction Reaction The Journal of Physical Chemistry C. 122: 4783-4791. DOI: 10.1021/Acs.Jpcc.7B12643  0.705
2018 Back S, Yeom MS, Jung Y. Understanding the Effects of Au Morphology on CO2 Electrocatalysis The Journal of Physical Chemistry C. 122: 4274-4280. DOI: 10.1021/Acs.Jpcc.7B10439  0.554
2018 Singh Y, Back S, Jung Y. Activating Transition Metal Dichalcogenides by Substitutional Nitrogen‐Doping for Potential ORR Electrocatalysts Chemelectrochem. 5: 4029-4035. DOI: 10.1002/celc.201801003  0.431
2018 Lim J, Back S, Choi C, Jung Y. Ultralow Overpotential of Hydrogen Evolution Reaction using Fe‐Doped Defective Graphene: A Density Functional Study Chemcatchem. 10: 4450-4455. DOI: 10.1002/Cctc.201800635  0.485
2018 Back S, Kulkarni AR, Siahrostami S. Single Metal Atoms Anchored in Two‐Dimensional Materials: Bifunctional Catalysts for Fuel Cell Applications Chemcatchem. 10: 3034-3039. DOI: 10.1002/Cctc.201800447  0.431
2017 Kim YT, Lopes PP, Park SA, Lee AY, Lim J, Lee H, Back S, Jung Y, Danilovic N, Stamenkovic V, Erlebacher J, Snyder J, Markovic NM. Balancing activity, stability and conductivity of nanoporous core-shell iridium/iridium oxide oxygen evolution catalysts. Nature Communications. 8: 1449. PMID 29129907 DOI: 10.1038/S41467-017-01734-7  0.597
2017 Back S, Lim J, Kim NY, Kim YH, Jung Y. Single-atom catalysts for CO2 electroreduction with significant activity and selectivity improvements. Chemical Science. 8: 1090-1096. PMID 28451248 DOI: 10.1039/C6Sc03911A  0.66
2017 Oh S, Back S, Doh WH, Moon SY, Kim J, Jung Y, Park JY. Probing surface oxide formations on SiO2-supported platinum nanocatalysts under CO oxidation Rsc Advances. 7: 45003-45009. DOI: 10.1039/C7Ra08952J  0.619
2017 Back S, Jung Y. TiC- and TiN-Supported Single-Atom Catalysts for Dramatic Improvements in CO2 Electrochemical Reduction to CH4 Acs Energy Letters. 2: 969-975. DOI: 10.1021/Acsenergylett.7B00152  0.604
2017 Kim J, Woo H, Yun S, Jung H, Back S, Jung Y, Kim Y. Highly active and selective Au thin layer on Cu polycrystalline surface prepared by galvanic displacement for the electrochemical reduction of CO2 to CO Applied Catalysis B-Environmental. 213: 211-215. DOI: 10.1016/J.Apcatb.2017.05.001  0.531
2017 Back S, Jung Y. Importance of Ligand Effects Breaking the Scaling Relation for Core-Shell Oxygen Reduction Catalysts Chemcatchem. 9: 3173-3179. DOI: 10.1002/Cctc.201700497  0.645
2016 Back S, Kim JH, Kim YT, Jung Y. Bi-functional Interface of Au and Cu for Improved CO2 Electroreduction. Acs Applied Materials & Interfaces. PMID 27526778 DOI: 10.1021/Acsami.6B05903  0.569
2016 Back S, Kim JH, Kim YT, Jung Y. On the mechanism of high product selectivity for HCOOH using Pb in CO2 electroreduction. Physical Chemistry Chemical Physics : Pccp. PMID 26996154 DOI: 10.1039/C6Cp00542J  0.508
2016 Back S, Jung Y. On the mechanism of electrochemical ammonia synthesis on the Ru catalyst. Physical Chemistry Chemical Physics : Pccp. PMID 26974401 DOI: 10.1039/C5Cp07363D  0.558
2016 Kwon T, Park J, Baik H, Back S, Błasiak B, Cho M, Jung Y, Lee K. Unexpected solution phase formation of hollow PtSn alloy nanoparticles from Sn deposition on Pt dendritic structures Crystengcomm. 18: 6019-6023. DOI: 10.1039/C6Ce00831C  0.528
2015 Back S, Kim H, Jung Y. Selective heterogeneous CO2 electroreduction to methanol Acs Catalysis. 5: 965-971. DOI: 10.1021/Cs501600X  0.6
2015 Back S, Yeom MS, Jung Y. Active Sites of Au and Ag Nanoparticle Catalysts for CO2 Electroreduction to CO Acs Catalysis. 5: 5089-5096. DOI: 10.1021/Acscatal.5B00462  0.592
2014 Kim BG, Kim HJ, Back S, Nam KW, Jung Y, Han YK, Choi JW. Improved reversibility in lithium-oxygen battery: understanding elementary reactions and surface charge engineering of metal alloy catalyst. Scientific Reports. 4: 4225. PMID 24573326 DOI: 10.1038/Srep04225  0.648
2014 Srinivasan S, Je SH, Back S, Barin G, Buyukcakir O, Guliyev R, Jung Y, Coskun A. Ordered supramolecular gels based on graphene oxide and tetracationic cyclophanes. Advanced Materials (Deerfield Beach, Fla.). 26: 2725-9, 2617. PMID 24523196 DOI: 10.1002/Adma.201304334  0.474
2013 Back S, Schmidt JA, Ji H, Heo J, Shao Y, Jung Y. On the structure of Si(100) surface: importance of higher order correlations for buckled dimer. The Journal of Chemical Physics. 138: 204709. PMID 23742502 DOI: 10.1063/1.4807334  0.517
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