MC
Mouyang Cheng
cond-mat.mtrl-scics.LGcond-mat.dis-nnartificial intelligenceChiral anomalycond-mat.mes-hallcond-mat.str-elcond-mat.supr-concs.DLdefect engineering
On Valency
published · living versionsW_zc8cwwrp·v1 · currentpublished
Autonomous Quantum Measurement with Agentic AI
with Eunbi Rha, Abhijatmedhi Chotrattanapituk, Chung-tao Chou, Shenyong Ye +4
1 version
Preprints & journals
33 papers in the corpus · 2023–2026Fixed-point neural samplers on discrete spaces2610.01739v1 · Jiajun He, Denis Blessing, Mouyang Cheng et al.2026 · 0 citationsarXiv
Correction: Suppressing thermal transport in nonporous polymer hybrids by limiting thermally accessible vibrational modes.42813745 · Worden, Henry, Chandra, Mihir, Zhou, Yijie et al.2026 · 0 citationsMaterials horizons. 2026;13(21):10998
Enhancing materials discovery with valence-constrained design in generative modeling.42649448 · Cheng, Mouyang, Luo, Weiliang, Tang, Hao et al.2026 · 0 citationsNature computational science. 2026;6(10):1114-1123
JANUS: A Multi-modal Foundation Neural Sampler for Disordered Materials2608.19116v2 · Denis Blessing, Mouyang Cheng, Maximilian Schebek et al.2026 · 0 citationsarXiv
Spatiotemporal mapping of anisotropic thermal transport in GaN thin films via ultrafast X-ray diffraction.42660890 · Nguyen, Thanh, Fu, Chuliang, Cheng, Mouyang et al.2026 · 1 citationNature communications. 2026;17(1)
ATLAS: A Foundation Neural Sampler for Amorphous Materials2607.19198v2 · Mouyang Cheng, Denis Blessing, Botao Yu et al.2026 · 0 citationsarXiv
Suppressing thermal transport in nonporous polymer hybrids by limiting thermally accessible vibrational modes.42186859 · Worden, Henry, Chandra, Mihir, Zhou, Yijie et al.2026 · 0 citationsMaterials horizons. 2026;13(12):5876-5887
Can LLMs extract scientific consensus? A case study in high-temperature superconductivity2606.07570v1 · Mouyang Cheng, Wenhao He, Zhuotao Jin et al.2026 · 0 citationsarXiv
Probing Non-Equilibrium Grain Boundary Dynamics with XPCS and Domain-Adaptive Machine Learning2605.12194v1 · Mouyang Cheng, Bowen Yu, Chu-Liang Fu et al.2026 · 0 citationsarXiv
Frustrated Magnetism in FeGe3O4 with a Chiral Trillium Network.41677359 · Boswell, Matt, Xu, Mingyu, Wang, Haozhe et al.2026 · 0 citationsJournal of the American Chemical Society. 2026;148(7):7731-7737
Beyond overcomplication: a linear model suffices to decode hidden structure-property relationships in glasses2602.05313v1 · Chenyan Wang, Mouyang Cheng, Ji Chen2026 · 0 citationsarXiv
Integral Variable Range Hopping for Modeling Electrical Transport in Disordered Systems2601.10226v1 · Chenxin Qin, Chenyan Wang, Mouyang Cheng et al.2026 · 0 citationsarXiv
Artificial intelligence-driven approaches for materials design and discovery.41482571 · Cheng, Mouyang, Fu, Chu-Liang, Okabe, Ryotaro et al.2026 · 105 citationsNature materials. 2026;25(2):174-190
Tuning Chiral Anomaly Signature in a Dirac Semimetal via Fast-Ion Implantation.41364618 · Mandal, Manasi, Rha, Eunbi, Chotrattanapituk, Abhijatmedhi et al.2025 · 0 citationsNano letters. 2025;25(51):17571-17577
Reinforcement learning-guided optimization of critical current in high-temperature superconductors2510.22424v1 · Mouyang Cheng, Qiwei Wan, Bowen Yu et al.2025 · 0 citationsarXiv
Engineering Nonporous Polymer Hybrids with Suppressed Heat Conduction and Enhanced Flame Retardancy via Molecular and Filler Design2510.12124v1 · Henry Worden, Mihir Chandra, Yijie Zhou et al.2025 · 0 citationsarXiv
Structural constraint integration in a generative model for the discovery of quantum materials.40983616 · Okabe, Ryotaro, Cheng, Mouyang, Chotrattanapituk, Abhijatmedhi et al.2026 · 12 citationsNature materials. 2026;25(2):223-230
Molecularly resolved mapping of heterogeneous ice nucleation and crystallization pathways using in-situ cryo-TEM.40783494 · Wang, Zibing, Yuan, Zifeng, Cheng, Mouyang et al.2025 · 8 citationsNature communications. 2025;16(1):7349
Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling2507.19799v1 · Mouyang Cheng, Weiliang Luo, Hao Tang et al.2025 · 1 citationarXiv
Simulated Atomistic Growth of Amorphous Monolayer Carbon.40569109 · Hu, Jiani, Cheng, Mouyang, Han, Erxun et al.2025 · 3 citationsThe journal of physical chemistry letters. 2025;16(27):6866-6873
AI-Driven Defect Engineering for Advanced Thermoelectric Materials.40545859 · Fu, Chu-Liang, Cheng, Mouyang, Hung, Nguyen Tuan et al.2026 · 38 citationsAdvanced materials (Deerfield Beach, Fla.). 2025;37(35):e2505642
A Foundation Model for Non-Destructive Defect Identification from Vibrational Spectra2506.00725v1 · Mouyang Cheng, Chu-Liang Fu, Bowen Yu et al.2025 · 1 citationarXiv
Raman Fingerprints of Phase Transitions and Ferroic Couplings in van der Waals Multiferroic CuCrP2S6.40267361 · Tang, Jing, Lawrie, Benjamin J, Cheng, Mouyang et al.2025 · 12 citationsThe journal of physical chemistry letters. 2025;16(17):4336-4345
Raman Fingerprints of Phase Transitions and Ferroic Couplings in Van der Waals Material CuCrPS2504.10899v1 · Jing Tang, Benjamin J Lawrie, Mouyang Cheng et al.2025 · 0 citationsarXiv
Continuous Evolution of Eu2+/Eu3+ Mixed Valency Driven by Pressure and Temperature.39998977 · Xu, Mingyu, Jose, Greeshma C, Cheng, Mouyang et al.2026 · 4 citationsThe journal of physical chemistry. A. 2025;129(9):2371-2377
AI-driven materials design: a mini-review2502.02905v1 · Mouyang Cheng, Chu-Liang Fu, Ryotaro Okabe et al.2025 · 9 citationsarXiv
Unveiling sulfur vacancy pairs as bright and stable color centers in monolayer WS2.39488514 · Sun, Huacong, Yang, Qing, Wang, Jianlin et al.2024 · 36 citationsNature communications. 2024;15(1):9476
Large Language Model-Guided Prediction Toward Quantum Materials Synthesis2410.20976v1 · Ryotaro Okabe, Zack West, Abhijatmedhi Chotrattanapituk et al.2024 · 3 citationsarXiv
Predicting macroscopic properties of amorphous monolayer carbon via pair correlation function2410.03116v1 · Mouyang Cheng, Chenyan Wang, Chenxin Qin et al.2024 · 10 citationsarXiv
Structural Constraint Integration in Generative Model for Discovery of Quantum Material Candidates2407.04557v1 · Ryotaro Okabe, Mouyang Cheng, Abhijatmedhi Chotrattanapituk et al.2024 · 2 citationsarXiv
Machine learning detecting Majorana Zero Mode from Zero Bias Peak measurements2310.18439v1 · Mouyang Cheng, Ryotaro Okabe, Abhijatmedhi Chotrattanapituk et al.2023 · 0 citationsarXiv
Regulating Anderson Localization with Structural Defect Disorder2303.00997v1 · Mouyang Cheng, Haoxiang Chen, Ji Chen2023 · 6 citationsarXiv
Disorder-tuned conductivity in amorphous monolayer carbon.36859579 · Tian, Huifeng, Ma, Yinhang, Li, Zhenjiang et al.2023 · 188 citationsNature. 2023;615(7950):56-61
Career total: 60 works. 33 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.