ZW
Zhenghao Wu
cs.AIcs.LGphysics.chem-phphysics.comp-phcond-mat.mtrl-scislip-springAlzheimer Diseaseatomisticbottlebrush polymercarbon fiber
On Valency
published · living versionsW_9fsxa5p4·v1 · currentpublished
Can We Rely on Language Models to Orchestrate Services across the Edge-Cloud Continuum?
with Ruihai Dong, Reza Farahani, Hamed Haddadi, Omer Rana +1
1 version
Preprints & journals
34 papers in the corpus · 2020–2026LocalIntent: Outcome-Specific Structured Generation for Backend-Compatible Smart Building Automation with Local LLMs2610.23511v1 · Tianyang Liu, Jiayue Wang, Zhanhao Cheng et al.2026 · 0 citationsarXiv
Topology-Dependent Glass Formation Behavior in Poly[n]catenane Melts with Variable Ring Size and Chain Length10.26434/chemrxiv.15010248/v1 · Yuxiang Chen, Wei Li, Zhenghao Wu2026 · 0 citationsChemRxiv
PolyReader: an agentic LLM pipeline for extracting structured data from unstructured polymer scientific literature10.26434/chemrxiv.15008614/v1 · Yuwei Shi, Xinyan Zhong, Yuqi Wei et al.2026 · 0 citationsChemRxiv
VecTree-RAG: An Agentic Retrieval-Augmented Generation Framework Combining Vector and Tree Retrieval for Efficiency and Accuracy2607.23006v1 · Xinyan Zhong, Yuwei Shi, Yuqi Wei et al.2026 · 0 citationsarXiv
Empowering Polymeric Materials Discovery by Artificial Intelligence2606.20753v2 · Chenyao Ma, Linda Zhang, Yuheng Chen et al.2026 · 2 citationsarXiv
PolyTrace: Grounded LLM Reasoning for Data-Efficient and Faithful Prediction of Polymer Glass Transition Temperatures10.26434/chemrxiv.15004805/v1 · Zhenghao Wu, Tianhang Zhou2026 · 0 citationsChemRxiv
Effects of aromatic salts on the phase behavior and viscoelastic properties of a cationic gemini surfactant in aqueous solutions.42110874 · Zhao, Chenyu, Lu, Song, Cao, Shuqi et al.2026 · 0 citationsRSC advances. 2026;16(27):24418-24426
Alzheimer's Disease Diagnosis Based on Derivative Dynamic Time Warping Functional Connectivity Networks.41418001 · Hong, Xin, Lin, Yongze, Wu, Zhenghao2026 · 0 citationsIEEE transactions on medical imaging. 2026;45(5):2039-2052
Record-High Latent Heat, Ultra-Fast Relaxation and Closed-Loop Recycling Double-Brush Polymer Networks for Self-Adaptive Thermal Interface Management.41436408 · Liu, Qiguang, Li, Yanyun, Wu, Zhenghao et al.2026 · 4 citationsAdvanced science (Weinheim, Baden-Wurttemberg, Germany). 2026;13(14):e21482
Chain ends excite polymer cooperative motion.41296863 · Xu, Quanyin, Wu, Zhenghao, Randazzo, Katelyn et al.2025 · 8 citationsScience advances. 2025;11(48):eaea0786
Relaxation-enhanced polymer nanocomposites induced by bound polymer loops on the particle surfaces.41213935 · Xu, Quanyin, Qu, Hongbo, Wu, Zhenghao et al.2025 · 18 citationsNature communications. 2025;16(1):9870
Learning Accurate and Transferable Force Fields for Physical Property Predictions of Organic Liquids10.26434/chemrxiv-2025-d5zjm-v2 · Zhirui Xiang, Tianhang Zhou, Yuqi Wei et al.2025 · 0 citationsChemRxiv
Nanoconfinement Release Toughens Polymer-Grafted Nanoparticle Assemblies through Better Interdigitation and Entanglements.40199728 · Moussavi, Arman, Wu, Zhenghao, Pal, Subhadeep et al.2025 · 12 citationsNano letters. 2025;25(16):6637-6644
A practical guide to machine learning interatomic potentials -- Status and future2503.09814v1 · Ryan Jacobs, Dane Morgan, Siamak Attarian et al.2025 · 218 citationsCurrent Opinion in Solid State and Materials Science, 35, 101214 (2025)
Force-Field Benchmark for Polydimethylsiloxane: Density, Heat Capacity, Isothermal Compressibility, Viscosity and Thermal Conductivity.39895120 · Xiang, Zhirui, Gao, Chao, Long, Teng et al.2026 · 20 citationsThe journal of physical chemistry. B. 2025;129(6):1864-1873
Field-Induced Polarization Rotation in Order-Disorder (K,Na)NbO3-Based Ferroelectrics.39707686 · Zhang, Mao-Hua, Thong, Hao-Cheng, Jiang, Bo et al.2025 · 12 citationsAdvanced materials (Deerfield Beach, Fla.). 2025;37(6):e2413587
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation2410.15916v1 · Xinze Li, Runlin Huang, Zhenghao Wu et al.2024 · 2 citationsarXiv
M-Impute: Mask-guided Representation Learning for Missing Value Imputation2410.08794v1 · Zhongyi Yu, Zhenghao Wu, Shuhan Zhong et al.2024 · 0 citationsarXiv
Erratum: "Characterizing the shear response of polymer-grafted nanoparticles" [J. Chem. Phys. 160, 134903 (2024)].38990121 · Moussavi, Arman, Pal, Subhadeep, Wu, Zhenghao et al.2024 · 0 citationsThe Journal of chemical physics. 2024;161(2)
Characterizing the shear response of polymer-grafted nanoparticles.38573850 · Moussavi, Arman, Pal, Subhadeep, Wu, Zhenghao et al.2024 · 17 citationsThe Journal of chemical physics. 2024;160(13)
Structural Coarse-Graining via Multiobjective Optimization with Differentiable Simulation.38483262 · Wu, Zhenghao, Zhou, Tianhang2024 · 11 citationsJournal of chemical theory and computation. 2024;20(6):2605-2617
Structural Coarse-Graining via Multi-Objective Optimization with Differentiable Simulation10.26434/chemrxiv-2023-177pg-v2 · Zhenghao Wu, Tianhang Zhou2023 · 0 citationsChemRxiv
Implicit Chain Particle Model for Polymer Grafted Nanoparticles2303.05363v1 · Zhenghao Wu, Subhadeep Pal, Sinan Keten2023 · 18 citationsarXiv
Learning pair potentials using differentiable simulations.36725529 · Wang, Wujie, Wu, Zhenghao, Dietschreit, Johannes C B et al.2023 · 30 citationsThe Journal of chemical physics. 2023;158(4):044113
Forces are not Enough: Benchmark and Critical Evaluation for Machine Learning Force Fields with Molecular Simulations2210.07237v2 · Xiang Fu, Zhenghao Wu, Wujie Wang et al.2022 · 142 citationsTransactions on Machine Learning Research, 2023
Slip-Spring Hybrid Particle-Field Molecular Dynamics for Coarse-Graining Branched Polymer Melts: Polystyrene Melts as an Example.35617016 · Wu, Zhenghao, Müller-Plathe, Florian2022 · 12 citationsJournal of chemical theory and computation. 2022;18(6):3814-3828
How Ethanolic Disinfectants Disintegrate Coronavirus Model Membranes: A Dissipative Particle Dynamics Simulation Study.35286098 · Zhou, Tianhang, Wu, Zhenghao, Das, Shubhadip et al.2022 · 10 citationsJournal of chemical theory and computation. 2022;18(4):2597-2615
The role of the envelope protein in the stability of a coronavirus model membrane against an ethanolic disinfectant.34241335 · Das, Shubhadip, Meinel, Melissa K, Wu, Zhenghao et al.2021 · 11 citationsThe Journal of chemical physics. 2021;154(24):245101
LenAtten: An Effective Length Controlling Unit For Text Summarization2106.00316v1 · Zhongyi Yu, Zhenghao Wu, Hao Zheng et al.2021 · 13 citationsarXiv
Knotting behaviour of polymer chains in the melt state for soft-core models with and without slip-springs.33725671 · Wu, Zhenghao, Alberti, Simon A N, Schneider, Jurek et al.2021 · 10 citationsJournal of physics. Condensed matter : an Institute of Physics journal. 2021;33(24)
Sequence-Engineering Polyethylene-Polypropylene Copolymers with High Thermal Conductivity Using a Molecular-Dynamics-Based Genetic Algorithm.33949863 · Zhou, Tianhang, Wu, Zhenghao, Chilukoti, Hari Krishna et al.2021 · 41 citationsJournal of chemical theory and computation. 2021;17(6):3772-3782
Helically Intersected Conductive Network Design for Wearable Electronic Devices: From Theory to Application.33625833 · Li, Yijun, Zhang, Kailin, Geng, Qiang et al.2021 · 16 citationsACS applied materials & interfaces. 2021;13(9):11480-11488
Combination of Hybrid Particle-Field Molecular Dynamics and Slip-Springs for the Efficient Simulation of Coarse-Grained Polymer Models: Static and Dynamic Properties of Polystyrene Melts.33275441 · Wu, Zhenghao, Milano, Giuseppe, Müller-Plathe, Florian2021 · 26 citationsJournal of chemical theory and computation. 2021;17(1):474-487
Atomistic hybrid particle-field molecular dynamics combined with slip-springs: Restoring entangled dynamics to simulations of polymer melts.33009851 · Wu, Zhenghao, Kalogirou, Andreas, De Nicola, Antonio et al.2020 · 15 citationsJournal of computational chemistry. 2021;42(1):6-18
Career total: 60 works. 34 are in this corpus.
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