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Shih-Cheng Li
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Chemprop: a machine learning package for chemical property prediction
E Heid, KP Greenman, Y Chung, SC Li, DE Graff, FH Vermeire, H Wu, ...
Journal of Chemical Information and Modeling 64 (1), 9-17, 2023
1882023
Autonomous, multiproperty-driven molecular discovery: From predictions to measurements and back
BA Koscher, RB Canty, MA McDonald, KP Greenman, CJ McGill, ...
Science 382 (6677), eadi1407, 2023
682023
Proton-conductive cerium-based metal–organic frameworks
WH Ho, SC Li, YC Wang, TE Chang, YT Chiang, YP Li, CW Kung
ACS Applied Materials & Interfaces 13 (46), 55358-55366, 2021
352021
Diels–Alder Conversion of Acrylic Acid and 2,5‐Dimethylfuran to para‐Xylene Over Heterogeneous Bi‐BTC Metal‐Organic Framework Catalysts Under Mild …
JY Yeh, SS Chen, SC Li, CH Chen, T Shishido, DCW Tsang, Y Yamauchi, ...
Angewandte Chemie 133 (2), 634-639, 2021
332021
Understanding the catalytic activity of microporous and mesoporous zeolites in cracking by experiments and simulations
SC Li, YC Lin, YP Li
Catalysts 11 (9), 1114, 2021
222021
When do quantum mechanical descriptors help graph neural networks to predict chemical properties?
SC Li, H Wu, A Menon, KA Spiekermann, YP Li, WH Green
Journal of the American Chemical Society 146 (33), 23103-23120, 2024
142024
Quantum mechanical calculations for biomass valorization over metal‐organic frameworks (MOFs)
JY Yeh, SC Li, CH Chen, KCW Wu, YP Li
Chemistry–An Asian Journal 16 (9), 1049-1056, 2021
112021
Developing machine learning models for accurate prediction of radiative efficiency of greenhouse gases
B Muthiah, SC Li, YP Li
Journal of the Taiwan Institute of Chemical Engineers 151, 105123, 2023
62023
Comparative analysis of uncoupled mode approximations for molecular thermochemistry and kinetics
SC Li, YC Lin, YP Li
Journal of Chemical Theory and Computation 18 (11), 6866-6877, 2022
52022
Integrating machine learning and large language models to advance exploration of electrochemical reactions
Z Zheng, F Florit, B Jin, H Wu, SC Li, KY Nandiwale, CA Salazar, ...
Angewandte Chemie, e202418074, 2024
22024
Tailoring Parameters for QM/MM Simulations: Accurate Modeling of Adsorption and Catalysis in Zirconium-Based Metal-Organic Frameworks
YC Kao, YM Wang, JY Yeh, SC Li, KCW Wu, LC Lin, YP Li
12024
ASKCOS: an open source software suite for synthesis planning
Z Tu, SJ Choure, MH Fong, J Roh, I Levin, K Yu, JF Joung, N Morgan, ...
arXiv preprint arXiv:2501.01835, 2025
2025
Advancing Molecular Property Prediction and Chemical Reactivity Understanding through High-Throughput Quantum Chemistry and Graph Neural Networks
H Wu, HW Pang, J Zheng, JW Burns, X Dong, SC Li, S Biswas, ...
2024 AIChE Annual Meeting, 2024
2024
Application of the Digital Annealer Unit in Optimizing Chemical Reaction Conditions for Enhanced Production Yields
SC Li, PH Wang, JW Su, WY Chiang, SH Huang, YC Lin, CH Ou, ...
arXiv preprint arXiv:2407.17485, 2024
2024
Chemprop: Property Prediction, Uncertainty Quantification, Software Development, and Benchmarking
E Heid, KP Greenman, Y Chung, SC Li, DE Graff, FH Vermeire, H Wu, ...
Optical Property Prediction and Molecular Discovery through Multi-Fidelity …, 2024
2024
Quantumpioneer: Self-Evolving Machine for High-Throughput Automated Potential Energy Surface Exploration and Closed-Loop Chemical Reactivity Discovery
H Wu, HW Pang, X Dong, JW Burns, K Spiekermann, A Menon, J Zheng, ...
2023 AIChE Annual Meeting, 2023
2023
Assessing the Impact of Quantum Mechanical Descriptors on D-Mpnn Performance for Chemical Property Prediction
SC Li, A Menon, H Wu, K Spiekermann, W Green
2023 AIChE Annual Meeting, 2023
2023
Cover Feature: Quantum Mechanical Calculations for Biomass Valorization over Metal‐Organic Frameworks (MOFs)(Chem. Asian J. 9/2021)
JY Yeh, SC Li, CH Chen, KCW Wu, YP Li
Chemistry–An Asian Journal 16 (9), 1026-1026, 2021
2021
Innentitelbild: Diels–Alder Conversion of Acrylic Acid and 2, 5‐Dimethylfuran to para‐Xylene Over Heterogeneous Bi‐BTC Metal‐Organic Framework Catalysts Under Mild Conditions …
JY Yeh, SS Chen, SC Li, CH Chen, T Shishido, DCW Tsang, Y Yamauchi, ...
Angewandte Chemie 133 (2), 2021
2021
Inside Cover: Diels–Alder Conversion of Acrylic Acid and 2,5‐Dimethylfuran to para‐Xylene Over Heterogeneous Bi‐BTC Metal‐Organic Framework Catalysts …
JY Yeh, SS Chen, SC Li, CH Chen, T Shishido, DCW Tsang, Y Yamauchi, ...
Angewandte Chemie International Edition 60 (2), 514-514, 2021
2021
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