Yousung Jung

ResearcherID ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 51

Top Venues

Chemical science

Nature communications

Journal of the American Chemical Society

ACS applied materials & interfaces

California Institute of Technology

University of California Berkeley (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

California Institute of Technology

United States

Postdoctoral Scholar :: Chemistry

Education History

University of California Berkeley

United States

PHD :: Chemistry

Seoul National University

South Korea

BSC :: Oceanography

Publications

Shuan Chen, Juhwan Noh, Jidon Jang, Seongmin Kim, Geun Ho Gu, Yousung Jung
Reaction Templates: Bridging Synthesis Knowledge and Artificial Intelligence. Accounts of chemical research (2024)
Yohan Kim, Jinyoung Ko, Minyoung Shim, Jiwon Park, Hyun-Hang Shin, Zee Hwan Kim, Yousung Jung, Hye Ryung Byon
Identifying the active sites and intermediates on copper surfaces for electrochemical nitrate reduction to ammonia. Chemical science 15 (7) (2024)
Kyungmin Kim, Sumin Lim, Kyujin Shin, Gwonhak Lee, Yousung Jung, Woomin Kyoung, June-Koo Kevin Rhee, Young Min Rhee
Variational quantum eigensolver for closed-shell molecules with non-bosonic corrections. Physical chemistry chemical physics : PCCP (2024)
Shuan Chen, Ramil Babazade, Taewan Kim, Sunkyu Han, Yousung Jung
A large-scale reaction dataset of mechanistic pathways of organic reactions. Scientific data 11 (1) (2024)
Seongmin Kim, Yousung Jung, Joshua Schrier
Large Language Models for Inorganic Synthesis Predictions. Journal of the American Chemical Society 146 (29) (2024)
Shuan Chen, Juhwan Noh, Jidon Jang, Seongmin Kim, Geun Ho Gu, Yousung Jung
Reaction Templates: Bridging Synthesis Knowledge and Artificial Intelligence. Accounts of chemical research 57 (14) (2024)
Shuan Chen, Ramil Babazade, Taewan Kim, Sunkyu Han, Yousung Jung
A large-scale reaction dataset of mechanistic pathways of organic reactions. Scientific data 11 (1) (2024)
Kyungmin Kim, Sumin Lim, Kyujin Shin, Gwonhak Lee, Yousung Jung, Woomin Kyoung, June-Koo Kevin Rhee, Young Min Rhee
Variational quantum eigensolver for closed-shell molecules with non-bosonic corrections. Physical chemistry chemical physics : PCCP 26 (10) (2024)
Shuan Chen, Sunggi An, Ramil Babazade, Yousung Jung
Precise atom-to-atom mapping for organic reactions via human-in-the-loop machine learning. Nature communications 15 (1) (2024)
Yohan Kim, Jinyoung Ko, Minyoung Shim, Jiwon Park, Hyun-Hang Shin, Zee Hwan Kim, Yousung Jung, Hye Ryung Byon
Identifying the active sites and intermediates on copper surfaces for electrochemical nitrate reduction to ammonia. Chemical science 15 (7) (2024)
Seongmin Kim, Yousung Jung, Joshua Schrier
Large Language Models for Inorganic Synthesis Predictions. Journal of the American Chemical Society (2024)
Shuan Chen, Sunggi An, Ramil Babazade, Yousung Jung
Precise atom-to-atom mapping for organic reactions via human-in-the-loop machine learning. Nature communications 15 (1) (2024)
Seoin Back, Alán Aspuru-Guzik, Michele Ceriotti, Ganna Gryn'ova, Bartosz A Grzybowski, Geun Ho Gu, Jason E Hein, Kedar Hippalgaonkar, Rodrigo Hormázabal, Yousung Jung, Seonah Kim, Woo Youn Kim, Seyed Mohamad Moosavi, Juhwan Noh, Changyoung Park, Joshua Schrier, Philippe Schwaller, Koji Tsuda, Tejs Vegge, O Anatole von Lilienfeld, Aron Walsh
Accelerated chemical science with AI. Digital discovery 3 (1) (2023)
Seoin Back, Alán Aspuru-Guzik, Michele Ceriotti, Ganna Gryn'ova, Bartosz A Grzybowski, Geun Ho Gu, Jason E Hein, Kedar Hippalgaonkar, Rodrigo Hormázabal, Yousung Jung, Seonah Kim, Woo Youn Kim, Seyed Mohamad Moosavi, Juhwan Noh, Changyoung Park, Joshua Schrier, Philippe Schwaller, Koji Tsuda, Tejs Vegge, O Anatole von Lilienfeld, Aron Walsh
Accelerated chemical science with AI. Digital discovery 3 (1) (2023)
Seongmin Kim, Juhwan Noh, Geun Ho Gu, Shuan Chen, Yousung Jung
Predicting synthesis recipes of inorganic crystal materials using elementwise template formulation. Chemical science 15 (3) (2023)
Seongmin Kim, Juhwan Noh, Geun Ho Gu, Shuan Chen, Yousung Jung
Predicting synthesis recipes of inorganic crystal materials using elementwise template formulation. Chemical science 15 (3) (2023)
Joon Woo Park, Woong Choi, Juhwan Noh, Woonghyeon Park, Geun Ho Gu, Jonghyeok Park, Yousung Jung, Hyunjoon Song
Bimetallic Gold-Silver Nanostructures Drive Low Overpotentials for Electrochemical Carbon Dioxide Reduction. ACS applied materials & interfaces 14 (5) (2022)
Yonghwan Yun, Rustam Z Khaliullin, Yousung Jung
Correlated Local Fluctuations in the Hydrogen Bond Network of Liquid Water. Journal of the American Chemical Society 144 (29) (2022)
Geun Ho Gu, Miriam Lee, Yousung Jung, Dionisios G Vlachos
Automated exploitation of the big configuration space of large adsorbates on transition metals reveals chemistry feasibility. Nature communications 13 (1) (2022)
Sungwon Kim, Juhwan Noh, Geun Ho Gu, Alán Aspuru-Guzik, Yousung Jung
Correction to "Generative Adversarial Networks for Crystal Structure Prediction". ACS central science 8 (3) (2022)
Geun Ho Gu, Juhyung Lim, Chengzhang Wan, Tao Cheng, Heting Pu, Sungwon Kim, Juhwan Noh, Changhyeok Choi, Juhwan Kim, William A Goddard, Xiangfeng Duan, Yousung Jung
Correction to "Autobifunctional Mechanism of Jagged Pt Nanowires for Hydrogen Evolution Kinetics via End-to-End Simulation". Journal of the American Chemical Society 143 (19) (2021)
Changhyeok Choi, Sungho Yoon, Yousung Jung
Shifting the scaling relations of single-atom catalysts for facile methane activation by tuning the coordination number. Chemical science 12 (10) (2021)
Changhyeok Choi, Geun Ho Gu, Juhwan Noh, Hyun S Park, Yousung Jung
Understanding potential-dependent competition between electrocatalytic dinitrogen and proton reduction reactions. Nature communications 12 (1) (2021)
Si Woo Lee, Jong Min Kim, Woonghyeon Park, Hyosun Lee, Gyu Rac Lee, Yousung Jung, Yeon Sik Jung, Jeong Young Young Park
Controlling hot electron flux and catalytic selectivity with nanoscale metal-oxide interfaces. Nature communications 12 (1) (2021)
Geun Ho Gu, Juhyung Lim, Chengzhang Wan, Tao Cheng, Heting Pu, Sungwon Kim, Juhwan Noh, Changhyeok Choi, Juhwan Kim, William A Goddard, Xiangfeng Duan, Yousung Jung
Autobifunctional Mechanism of Jagged Pt Nanowires for Hydrogen Evolution Kinetics via End-to-End Simulation. Journal of the American Chemical Society 143 (14) (2021)
Shuan Chen, Yousung Jung
Deep Retrosynthetic Reaction Prediction using Local Reactivity and Global Attention. JACS Au 1 (10) (2021)
Juhwan Kim, Geun Ho Gu, Juhwan Noh, Seongun Kim, Suji Gim, Jaesik Choi, Yousung Jung
Predicting potentially hazardous chemical reactions using an explainable neural network. Chemical science 12 (33) (2021)
Suchithra Padmajan Sasikala, Yashpal Singh, Li Bing, Taeyoung Yun, Sung Hwan Koo, Yousung Jung, Sang Ouk Kim
Author Correction: Longitudinal unzipping of 2D transition metal dichalcogenides. Nature communications 11 (1) (2020)
Juhwan Noh, Geun Ho Gu, Sungwon Kim, Yousung Jung
Machine-enabled inverse design of inorganic solid materials: promises and challenges. Chemical science 11 (19) (2020)
Geun Ho Gu, Changhyeok Choi, Yeunhee Lee, Andres B Situmorang, Juhwan Noh, Yong-Hyun Kim, Yousung Jung
Progress in Computational and Machine-Learning Methods for Heterogeneous Small-Molecule Activation. Advanced materials (Deerfield Beach, Fla.) 32 (35) (2020)
Jidon Jang, Geun Ho Gu, Juhwan Noh, Juhwan Kim, Yousung Jung
Structure-Based Synthesizability Prediction of Crystals Using Partially Supervised Learning. Journal of the American Chemical Society 142 (44) (2020)
Seongbeen Kim, Changhyeok Choi, Jongkook Hwang, Jinkyu Park, Jooyoung Jeong, Hyunwoo Jun, Seonggyu Lee, Soo-Kil Kim, Jong Hyun Jang, Yousung Jung, Jinwoo Lee
Interaction Mediator Assisted Synthesis of Mesoporous Molybdenum Carbide: Mo-Valence State Adjustment for Optimizing Hydrogen Evolution. ACS nano 14 (4) (2020)
Suchithra Padmajan Sasikala, Yashpal Singh, Li Bing, Taeyoung Yun, Sung Hwan Koo, Yousung Jung, Sang Ouk Kim
Longitudinal unzipping of 2D transition metal dichalcogenides. Nature communications 11 (1) (2020)
Juhwan Noh, Geun Ho Gu, Sungwon Kim, Yousung Jung
Uncertainty-Quantified Hybrid Machine Learning/Density Functional Theory High Throughput Screening Method for Crystals. Journal of chemical information and modeling 60 (4) (2020)
Geun Ho Gu, Juhwan Noh, Sungwon Kim, Seoin Back, Zachary W Ulissi, Yousung Jung
Practical Deep-Learning Representation for Fast Heterogeneous Catalyst Screening. The journal of physical chemistry letters 11 (9) (2020)
Juhwan Noh, Sungwon Kim, Geun Ho Gu, Aniketa Shinde, Lan Zhou, John M Gregoire, Yousung Jung
Unveiling new stable manganese based photoanode materials via theoretical high-throughput screening and experiments. Chemical communications (Cambridge, England) 55 (89) (2019)
Yonghwan Yun, Rustam Z Khaliullin, Yousung Jung
Low-Dimensional Confined Ice Has the Electronic Signature of Liquid Water. The journal of physical chemistry letters 10 (8) (2019)
Juhwan Noh, Seoin Back, Jaehoon Kim, Yousung Jung
Active learning with non-ab initio input features toward efficient CO2 reduction catalysts. Chemical science 9 (23) (2018)
Inho Kim, Myung-Gi Seo, Changhyeok Choi, Jin Soo Kim, Euiyoung Jung, Geun-Ho Han, Jae-Chul Lee, Sang Soo Han, Jae-Pyoung Ahn, Yousung Jung, Kwan-Young Lee, Taekyung Yu
Studies on Catalytic Activity of Hydrogen Peroxide Generation according to Au Shell Thickness of Pd/Au Nanocubes. ACS applied materials & interfaces 10 (44) (2018)
Jeong Jin Kim, Woong Hyeon Park, Won Hui Doh, Si Woo Lee, Myung Cheol Noh, Jean-Jacques Gallet, Fabrice Bournel, Hiroshi Kondoh, Kazuhiko Mase, Yousung Jung, Bongjin Simon Mun, Jeong Young Young Park
Adsorbate-driven reactive interfacial Pt-NiO1-x nanostructure formation on the Pt3Ni(111) alloy surface. Science advances 4 (7) (2018)
Saravanan Subramanian, Joonho Park, Jeehye Byun, Yousung Jung, Cafer T Yavuz
Highly Efficient Catalytic Cyclic Carbonate Formation by Pyridyl Salicylimines. ACS applied materials & interfaces 10 (11) (2018)
Mingwen Jia, Changhyeok Choi, Tai-Sing Wu, Chen Ma, Peng Kang, Hengcong Tao, Qun Fan, Song Hong, Shizhen Liu, Yun-Liang Soo, Yousung Jung, Jieshan Qiu, Zhenyu Sun
Carbon-supported Ni nanoparticles for efficient CO2 electroreduction. Chemical science 9 (47) (2018)
Arghya Dutta, Raymond A Wong, Woonghyeon Park, Keisuke Yamanaka, Toshiaki Ohta, Yousung Jung, Hye Ryung Byon
Nanostructuring one-dimensional and amorphous lithium peroxide for high round-trip efficiency in lithium-oxygen batteries. Nature communications 9 (1) (2018)
Hyosun Lee, Juhyung Lim, Changhwan Lee, Seoin Back, Kwangjin An, Jae Won Shin, Ryong Ryoo, Yousung Jung, Jeong Young Young Park
Boosting hot electron flux and catalytic activity at metal-oxide interfaces of PtCo bimetallic nanoparticles. Nature communications 9 (1) (2018)
Dong Shin Choi, Min Sun Yeom, Yong-Tae Kim, Heejin Kim, Yousung Jung
Polyselenide Anchoring Using Transition-Metal Disulfides for Enhanced Lithium-Selenium Batteries. Inorganic chemistry 57 (4) (2018)
Yong-Tae Kim, Pietro Papa Lopes, Shin-Ae Park, A-Yeong Lee, Jinkyu Lim, Hyunjoo Lee, Seoin Back, Yousung Jung, Nemanja Danilovic, Vojislav Stamenkovic, Jonah Erlebacher, Joshua Snyder, Nenad M Markovic
Balancing activity, stability and conductivity of nanoporous core-shell iridium/iridium oxide oxygen evolution catalysts. Nature communications 8 (1) (2017)
Eunjeong Yang, Heejin Kim, Sangryun Kim, In Kim, Jaehoon Kim, Hyunjun Ji, Jang Wook Choi, Yousung Jung
Origin of unusual spinel-to-layered phase transformation by crystal water. Chemical science 9 (2) (2017)
Mengmeng Deng, Kijeong Kwac, Meng Li, Yousung Jung, Hyung Gyu Park
Stability, Molecular Sieving, and Ion Diffusion Selectivity of a Lamellar Membrane from Two-Dimensional Molybdenum Disulfide. Nano letters 17 (4) (2017)
Hengcong Tao, Xiaofu Sun, Seoin Back, Zishan Han, Qinggong Zhu, Alex W Robertson, Tao Ma, Qun Fan, Buxing Han, Yousung Jung, Zhenyu Sun
Doping palladium with tellurium for the highly selective electrocatalytic reduction of aqueous CO2 to CO. Chemical science 9 (2) (2017)
Seoin Back, Juhyung Lim, Na-Young Kim, Yong-Hyun Kim, Yousung Jung
Single-atom catalysts for CO2 electroreduction with significant activity and selectivity improvements. Chemical science 8 (2) (2016)
Ji Woong Yoon, Hyunju Chang, Seung-Joon Lee, Young Kyu Hwang, Do-Young Hong, Su-Kyung Lee, Ji Sun Lee, Seunghun Jang, Tae-Ung Yoon, Kijeong Kwac, Yousung Jung, Renjith S Pillai, Florian Faucher, Alexandre Vimont, Marco Daturi, Gérard Férey, Christian Serre, Guillaume Maurin, Youn-Sang Bae, Jong-San Chang
Selective nitrogen capture by porous hybrid materials containing accessible transition metal ion sites. Nature materials 16 (5) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yousung Jung