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Sanggyu Chong

ecole polytechnique federale de lausanne

17H-index
43Paper Count
1.1KCitation Count
Published Papers 25
Publication Date
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Artificial Intelligence for Advanced Functional Materials: Progress and Emerging Frontiers
errAdvanced Intelligent Systems
IF6.1
err2026-08-28
err0
errOAAI
errCristiano Malica; Kostya S. Novoselov; Seongmin Kim; Yousung Jung; Silvana Botti; Miguel A. L. Marques; Tigany Zarrouk; Miguel A. Caro; Sanggyu Chong; Michele Ceriotti; Marivi Fernandez-Serra; Sara Navarro-Rodriguez; Aakash Ashok Naik; Janine George; Ömer Hasan Omar; Victor Trinquet; Gian-Marco Rignanese; Andrey Ustyuzhanin; Sonia Conesa-Boj; Juan Rojo; Minh-Tuan Dau; Simon M.-M. Dubois; Jean-Christophe Charlier; Jose H. Garcia; Romain Gautier; Rachid Laref; Junfeng Qiao; Giovanni Pizzi; Nicola Marzari; Camilla Coletti; Antonio Rossi; Jean-Lucas Uslu; Chiara Zanardi; Vincenzo Palermo; Wide Hogenhout; Natalia Konchakova; Peter Klein; Tejs Vegge; Stephan Roche
errShare
errSave
Comparing the Latent Features of Universal Machine-Learning Interatomic Potentials
errAdvanced Intelligent Systems
IF6.1
err2026-03-22
err0
errOAAI
errSofiia Chorna; Davide Tisi; Cesare Malosso; Wei Bin How; Michele Ceriotti; Sanggyu Chong
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errSave
Uncertainty in the era of machine learning for atomistic modeling
errDigital Discovery
IF5.6
err2025-09-07
err0
errOAAI
errFederico Grasselli; Sanggyu Chong; Venkat Kapil; Silvia Bonfanti; Kevin Rossi
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errSave
Adaptive energy reference for machine-learning models of the electronic density of states
errPHYSICAL REVIEW MATERIALS
IF3.4
err2025-01-22
err0
PREAI
errBin How, Wei; Chong, Sanggyu; Grasselli, Federico; Huguenin-Dumittan, Kevin K.; Ceriotti, Michele
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errSave
Discovering structure-property correlations: general discussion
errFARADAY DISCUSSIONS
IF3.1
err2025-01-01
err0
PREAI
errAnker, Andy S.; Aspuru-Guzik, Alan; Ben Mahmoud, Chiheb; Bennett, Sophie; Briling, Ksenia R.; Changiarath, Arya; Chong, Sanggyu; Collins, Christopher M.; Cooper, Andrew I.; Crusius, Daniel; Darmawan, Kevion K.; Das, Basita; David, Nicholas; Day, Graeme M.; Deringer, Volker L.; Duarte, Fernanda; Eardley-Brunt, Annabel; Evans, Matthew L.; Evans, Rob; Fairlamb, Ian; Franklin, Barnabas A.; Frey, Jeremy; Ganose, Alex M.; Goulding, Mark; Hafizi, Roohollah; Hakkennes, Matthijs; Hickey, Niamh; James, Gillian; Jelfs, Kim E.; Kalikadien, Adarsh V.; Kapil, Venkat; Koczor-Benda, Zsuzsanna; Krammer, Ferdinand; Kulik, Heather J.; Kumar, Vishank; Kuttner, Christian; Lam, Erwin; Lou, Yuchen; Mante, Eltjo; Martin, Jennie; Mroz, Austin M.; Nematiaram, Tahereh; Pare, Charles W. P.; Patra, Sarbani; Proudfoot, James; Ruscic, Branko; Ryder, Matthew R.; Sakaushi, Ken; Sassmannshausen, Joerg; Savoie, Brett M.; Schneider, Nadine; Schwaller, Philippe; Skjelstad, Bastian Bjerkem; Sun, Wenhao; Szczypinski, Filip T.; Torrisi, Steven; Ueltzen, Katharina; Vishnoi, Shubham; Walsh, Aron; Wang, Xinwei; Wilson, Chloe; Wu, Ruiqi; Zeitler, Jakob
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errSave
Prediction rigidities for data-driven chemistry
errFARADAY DISCUSSIONS
IF3.1
err2025-01-01
err0
errOAAI
errChong, Sanggyu; Bigi, Filippo; Grasselli, Federico; Loche, Philip; Kellner, Matthias; Ceriotti, Michele
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errSave
A prediction rigidity formalism for low-cost uncertainties in trained neural networks
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-10-22
err0
errOAAI
errBigi, Filippo; Chong, Sanggyu; Ceriotti, Michele; Grasselli, Federico
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errSave
Structural Determinants of Chirally Selective Transport of Amino Acids through the α-Hemolysin Protein Nanopores of Free-Standing Planar Lipid Membranes
errNANO LETTERS
IF9.1
err2024-01-08
err0
PREAI
errLee, Yohan; Chong, Sanggyu; Lee, Chiwoo; Kim, Jihan; Choi, Siyoung Q.
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errSave
Robustness of Local Predictions in Atomistic Machine Learning Models
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2023-11-10
err18
errOAAI
errChong, Sanggyu; Grasselli, Federico; Ben Mahmoud, Chiheb; Morrow, Joe D.; Deringer, Volker L.; Ceriotti, Michele
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errSave
Flash-Thermal Shock Synthesis of Single Atoms in Ambient Air
errACS NANO
IF16
err2023-10-06
err7
PREAI
errKim, Dong-Ha; Cha, Jun-Hwe; Chong, Sanggyu; Cho, Su-Ho; Shin, Hamin; Ahn, Jaewan; Jeon, Dogyeong; Kim, Jihan; Choi, Sung-Yool; Kim, Il-Doo
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In Silico Design of Metal-Organic Frameworks Using Cooperative Binding of Two Metal Catecholates
errJOURNAL OF PHYSICAL CHEMISTRY C
IF3.2
err2023-07-16
err0
PREAI
errLee, Jaewoong; Lee, Wonseok; Chong, Sanggyu; Kim, Jihan
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errSave
Oxide/ZIF-8 Hybrid Nanofiber Yarns: Heightened Surface Activity for Exceptional Chemiresistive Sensing
errADVANCED MATERIALS
IF26.8
err2022-01-31
err64
PREAI
errKim, Dong-Ha; Chong, Sanggyu; Park, Chungseong; Ahn, Jaewan; Jang, Ji-Soo; Kim, Jihan; Kim, Il-Doo
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errSave
Tunable Electrical Conductivity of Flexible Metal-Organic Frameworks
errCHEMISTRY OF MATERIALS
IF7
err2021-12-29
err10
errOAAI
errChong, Sanggyu; Rogge, Sven M. J.; Kim, Jihan
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errSave
Suppressing Charge Disproportionation of MnO2 Cathodes in Rechargeable Zinc Ion Batteries via Cooperative Jahn-Teller Distortion
errBATTERIES & SUPERCAPS
IF4.7
err2021-09-29
err22
PREAI
errHeo, Jiyun; Chong, Sanggyu; Kim, Soohyun; Kim, Riyul; Shin, Kyungjae; Kim, Jihan; Kim, Hee-Tak
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errSave
Confinement of Ultrasmall Bimetallic Nanoparticles in Conductive Metal-Organic Frameworks via Site-Specific Nucleation
errADVANCED MATERIALS
IF26.8
err2021-08-02
err36
PREAI
errPark, Chungseong; Koo, Won-Tae; Chong, Sanggyu; Shin, Hamin; Kim, Yoon Hwa; Cho, Hee-Jin; Jang, Ji-Soo; Kim, Dong-Ha; Lee, Jiyoung; Park, Seyeon; Ko, Jaehyun; Kim, Jihan; Kim, Il-Doo
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Exploring Guest-Dependent Photoconductivity in a Donor-Containing Metal-Organic Framework
errJOURNAL OF PHYSICAL CHEMISTRY C
IF3.2
err2021-03-16
err7
PREAI
errChong, Sanggyu; Park, Dongsung T.; Kim, Jihan
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errSave
Computational techniques for characterisation of electrically conductive MOFs: quantum calculations and machine learning approaches
errJOURNAL OF MATERIALS CHEMISTRY C
IF5.1
err2021-01-01
err28
errOAAI
errZanca, Federica; Glasby, Lawson T.; Chong, Sanggyu; Chen, Siyu; Kim, Jihan; Fairen-Jimenez, David; Monserrat, Bartomeu; Moghadam, Peyman Z.
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Applications of machine learning in metal-organic frameworks
errCOORDINATION CHEMISTRY REVIEWS
IF23.5
err2020-11-01
err142
PREAI
errChong, Sanggyu; Lee, Sangwon; Kim, Baekjun; Kim, Jihan
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errSave
2D Materials Decorated with Ultra-Thin and Porous Graphene Oxide for High Stability and Selective Surface Activity
errADVANCED MATERIALS
IF26.8
err2020-07-23
err45
PREAI
errJang, Ji-Soo; Jung, Hong Ju; Chong, Sanggyu; Kim, Dong-Ha; Kim, Jihan; Kim, Sang Ouk; Kim, Il-Doo
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errSave
Thermal Stability of Methyl-Functionalized MOF-5
errJOURNAL OF PHYSICAL CHEMISTRY C
IF3.2
err2019-11-13
err18
PREAI
errMohamed, Saad Aldin; Chong, Sanggyu; Kim, Jihan
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
K
Kostya S. Novoselov
H-index: 155 · Papers: 931
A
Andrew I. Cooper
H-index: 134 · Papers: 834
A
Aron Walsh
H-index: 126 · Papers: 987
J
Jürgen Janek
H-index: 118 · Papers: 886
A
Alán Aspuru‐Guzik
H-index: 114 · Papers: 940
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