Peng Ding
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Tailoring Interfaces and Networks in Functionalized Graphene‐Carbon Fiber Reinforced Polyamide Composites for Enhanced Thermal and Mechanical Properties Open
Optimized interfacial compatibility and uniform filler dispersion within the matrix are the key factors for enhanced thermal conductivity and mechanical performance in polymer composites. Herein, a dual‐filler dispersion strategy is propos…
The Prediction of Tensile Strength Performance of Fiber‐Reinforced Composites Based on a Knowledge Graph Constructed From Material Literature Open
Understanding the relationship among material composition, processing methods, and mechanical properties plays an important role in the prediction of the tensile strength properties of polymer composites. Due to polymer composites' long an…
View article: Active learning-based generative design of halogen-free flame-retardant polymeric composites
Active learning-based generative design of halogen-free flame-retardant polymeric composites Open
It is of significant importance to design flame-retardant polymeric composites (FRPCs) with superior flame retardancy and appropriate mechanical properties. However, discovering such materials is often reliant on serendipity, as the conven…
Rerandomization for covariate balance mitigates p-hacking in regression adjustment Open
Rerandomization enforces covariate balance across treatment groups in the design stage of experiments. Despite its intuitive appeal, its theoretical justification remains unsatisfying because its benefits of improving efficiency for estima…
View article: Reduction‐Resistant Chlorinated Ether‐based Diluent in Locally Concentrated Ionic Liquid Electrolytes for Highly Stable Lithium Metal Batteries
Reduction‐Resistant Chlorinated Ether‐based Diluent in Locally Concentrated Ionic Liquid Electrolytes for Highly Stable Lithium Metal Batteries Open
Locally concentrated ionic liquid electrolytes (LCILEs) are promising electrolyte systems for lithium metal batteries (LMBs) due to their robust anion‐derived solid electrolyte interphase (SEI) and compatibility with Ni‐rich cathodes. Low‐…
Vertical Model for Polyimide Design Assisted by Knowledge-fused Large Language Models Open
Large Language Models (LLMs) show underexplored potential in specialized scientific domains. We develop domain-knowledge-fused LLMs (D-LLMs) integrated with Vertical Models (VMs) for polymer graph-structure representations. A polyimide-foc…
Estimating treatment effects with competing intercurrent events in randomized controlled trials Open
The analysis of randomized controlled trials is often complicated by intercurrent events (ICEs) -- events that occur after treatment initiation and affect either the interpretation or existence of outcome measurements. Examples include tre…
Cryogenic InP HEMTs With Enhanced <i>f</i> <sub>max</sub> and Reduced On-Resistance Using Double Recess Open
Cryogenic InP High-electron-mobility transistors (HEMTs)-based low-noise amplifiers (LNAs) have been applied in deep space exploration, which demands high performance from InP HEMTs. Specifically, at low temperatures, the device needs to a…
Investigating the impact of different loading modalities on bone quality among athletes in various sports Open
The impact of different loading modalities on bone quality is a crucial area of study for understanding athletic performance and injury prevention. This research investigates how high-impact, low-impact, and resistance training activities …
Integrated Thermal Conductive and Electromagnetic Interference Shielding Performance in Polyimide Composite: Impact of Carbon Felt‐Graphene Van der Waals Heterostructure Open
With the widespread application of highly integrated electronic devices, the urgent development of multifunctional polymer‐based composite materials with high electromagnetic interference shielding effectiveness (EMI SE) and thermal conduc…
Thermal stability prediction of copolymerized polyimides via an interpretable transfer learning model Open
To address the issues with molecular representation of copolymerized polyimides (PIs) and the mini dataset of PI powders. We constructed an interpretable machine learning (ML) model for PI films using the weighted-additive Morgan Fingerpri…
Research on the electronic control system for multispectral infrared detectors Open
In order to acquire and fully exploit multispectral information of scenes, and to establish a foundation for the research of multispectral image algorithms, a laboratory has developed a multispectral infrared detector capable of detecting …
Two-phase rejective sampling and its asymptotic properties Open
Rejective sampling improves design and estimation efficiency of single-phase sampling when auxiliary information in a finite population is available. When such auxiliary information is unavailable, we propose to use two-phase rejective sam…
Exploring sources of patient dissatisfaction in mobile health communication: A text analysis based on structural topic model Open
Understanding online patient dissatisfaction is essential for improving the quality of healthcare services, patient satisfaction, and physician career development. This study is the first to apply the structural topic model to patient sati…
Linear Model and Extensions Open
I developed the lecture notes based on my ``Linear Model'' course at the University of California, Berkeley over the past ten years. This book provides an intermediate-level introduction to the linear model. It balances rigorous proofs and…
Experimental Study on Dynamic and Static Mechanical Properties and Thermal Properties of Tyre Rubber Open
In this paper, the dynamic and static mechanical properties and thermal properties of rubber materials used in tires were tested, the experimental data were measured and the performance characterization was completed, which laid a foundati…
Replication Data for: A First Course in Causal Inference Open
https://arxiv.org/pdf/2305.18793 It will also appear at Chapman & Hall.
Causal inference in network experiments: regression-based analysis and design-based properties Open
Network experiments are powerful tools for studying spillover effects, which avoid endogeneity by randomly assigning treatments to units over networks. However, it is non-trivial to analyze network experiments properly without imposing str…
View article: Integrated circulating tumor DNA and T cell repertoire predict radiotherapeutic response and outcome in non‐small cell lung cancer patients with brain metastasis
Integrated circulating tumor DNA and T cell repertoire predict radiotherapeutic response and outcome in non‐small cell lung cancer patients with brain metastasis Open
Integrated circulating tumor DNA and T cell repertoire predict radiotherapeutic response and outcome in non-small cell lung cancer patients with brain metastasisDear editor, The scarcity of routine metastatic biopsies or resection limits t…
In vitro study on nonthermal argon atmospheric plasma improving the bonding interface between dentin and self-etch adhesive Open
Objective To study the effect of nonthermal argon atmospheric pressure plasma (NTAPP) treatment on the bonding strength between dentine and self-etch adhesive and the wettability of dentine surfaces under different treatment times. Methods…
Field Test Summary of Two Kinds of Electronic Detonator for Seismic Exploration Open
Electronic detonators are widely used because of their advantages in real-time supervision of the whole life cycle (Zang, 2022). Due to the high requirements of the time difference synchronization between the electronic initiation system a…
Hierarchically Multifunctional Thermally Conductive Boron Nitride/Polyurethane Fibrous Membranes via Constructing Alternating Multi-Layer Orientation Structure Open
Thermally conductive polymeric materials with versatility are in high demand in electronic devices. Whereas, the limited thermal conductivity and versatility restrict the development of such materials. In this work, the hierarchical design…
Application of integrated equipment quality management mode of operating room and supply room in prevention and control of nosocomial infection Open
Backgroud: This paper researches the influence of the integrated equipment quality management model of operating room and supply room and conventional equipment disinfection management scheme on the prevention and control of nosocomial inf…