Jiaxi Cui
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View article: Crystallization‐Induced Network Growth for Enhancing Hydrogel Mechanical Properties
Crystallization‐Induced Network Growth for Enhancing Hydrogel Mechanical Properties Open
Inspired by the actin‐myosin‐mediated growth mechanisms in skeletal muscle, cyclic crystallization is employed to induce hydrogel self‐growth. Using polyacrylamide‐sodium acetate (PAM‐NaAc) hydrogel as a model system, the crystallization o…
View article: Muscle‐Inspired Self‐Growing Anisotropic Hydrogels with Mechanical Training‐Promoting Mechanical Properties
Muscle‐Inspired Self‐Growing Anisotropic Hydrogels with Mechanical Training‐Promoting Mechanical Properties Open
Muscles are highly anisotropic, force‐bearing issues. They form via a process involving nutrient absorption for matrix growth and mechanical training for matrix toughening, in which cyclic disassembly‐reconstruction of muscle fibers plays …
View article: Advances in Programmable Control of Ostwald Ripening for Tailoring Material Properties: Challenges, Applications, and Future Perspectives
Advances in Programmable Control of Ostwald Ripening for Tailoring Material Properties: Challenges, Applications, and Future Perspectives Open
During the past decade, enlightened by the better understanding of the mechanism of Ostwald ripening (OR), programmable control of OR process have gained popularity in the fields from nanocrystals to bulk materials in virtue of its importa…
View article: Reprogrammable Supramolecular Fluorescent Polymers for Rewritable Information Encryption and Anti‐Counterfeiting
Reprogrammable Supramolecular Fluorescent Polymers for Rewritable Information Encryption and Anti‐Counterfeiting Open
The development of rewritable information encryption technology with high security is essential to meet the increasing confidentiality needs, however, it remains challenging. Hence, a strategy using self‐growth technology and host–guest in…
View article: High‐strength silicone polyurea/<scp>DOCIT</scp> coating with anti‐biofouling and self‐healing characteristics
High‐strength silicone polyurea/<span>DOCIT</span> coating with anti‐biofouling and self‐healing characteristics Open
A new organosilicon‐based polyurea/DOCIT composite coating with excellent mechanical, self‐healing characteristics has been successfully prepared in this paper. The optimal ratio of the two isocyanates has been explored to acquire the high…
View article: Transpiration‐Induced Self‐Growth of Texture Hydrogel Surfaces
Transpiration‐Induced Self‐Growth of Texture Hydrogel Surfaces Open
Trees grow by coupling the transpiration‐induced nutrient absorption from external sources and photosynthesis‐based nutrient integration. Inspired by this manner, we designed a class of polyion complex (PIC) hydrogels containing isolated l…
View article: Self-regulated secretory materials for long-term icephobicity
Self-regulated secretory materials for long-term icephobicity Open
Passive icephobic coatings attract increasing attention due to their harmless strategy for preventing undesirable ice accumulation. Slippery liquid-infused surfaces display extremely low ice adhesion (τice) but are argued for their poor st…
View article: High-throughput barcoding of nanoparticles identifies cationic, degradable lipid-like materials for mRNA delivery to the lungs in female preclinical models
High-throughput barcoding of nanoparticles identifies cationic, degradable lipid-like materials for mRNA delivery to the lungs in female preclinical models Open
Lipid nanoparticles for delivering mRNA therapeutics hold immense promise for the treatment of a wide range of lung-associated diseases. However, the lack of effective methodologies capable of identifying the pulmonary delivery profile of …
View article: ProLLaMA: A Protein Large Language Model for Multi-Task Protein Language Processing
ProLLaMA: A Protein Large Language Model for Multi-Task Protein Language Processing Open
Recent advances in Protein Language Models (PLMs) have transformed protein engineering, yet unlike their counterparts in Natural Language Processing (NLP), current PLMs exhibit a fundamental limitation: they excel in either Protein Languag…
View article: MoE-LLaVA: Mixture of Experts for Large Vision-Language Models
MoE-LLaVA: Mixture of Experts for Large Vision-Language Models Open
Recent advances demonstrate that scaling Large Vision-Language Models (LVLMs) effectively improves downstream task performances. However, existing scaling methods enable all model parameters to be active for each token in the calculation, …
View article: Aurora:Activating Chinese chat capability for Mixtral-8x7B sparse Mixture-of-Experts through Instruction-Tuning
Aurora:Activating Chinese chat capability for Mixtral-8x7B sparse Mixture-of-Experts through Instruction-Tuning Open
Existing research has demonstrated that refining large language models (LLMs) through the utilization of machine-generated instruction-following data empowers these models to exhibit impressive zero-shot capabilities for novel tasks, witho…
View article: Machine Mindset: An MBTI Exploration of Large Language Models
Machine Mindset: An MBTI Exploration of Large Language Models Open
We present a novel approach for integrating Myers-Briggs Type Indicator (MBTI) personality traits into large language models (LLMs), addressing the challenges of personality consistency in personalized AI. Our method, "Machine Mindset," in…
View article: Video-Bench: A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models
Video-Bench: A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models Open
Video-based large language models (Video-LLMs) have been recently introduced, targeting both fundamental improvements in perception and comprehension, and a diverse range of user inquiries. In pursuit of the ultimate goal of achieving arti…
View article: High‐Strength and Tough Acid‐Base Complex Hydrogels with Memory‐Forgetting and Shape‐Memory Features
High‐Strength and Tough Acid‐Base Complex Hydrogels with Memory‐Forgetting and Shape‐Memory Features Open
Complexes associated with strong electrostatic interactions constitute a valuable method to construct tough hydrogels, but current systems are either unstable in saline environments or lead to relatively soft matrices. Herein, a class of a…
View article: Self‐Growing Organic Materials
Self‐Growing Organic Materials Open
The growth of living systems is ubiquitous. Living organisms can continually update their sizes, shapes, and properties to meet various environmental challenges. Such a capability is also demonstrated by emerging self‐growing materials tha…
View article: Visible‐Light‐Driven Photoswitchable Fluorescent Polymers for Photorewritable Pattern, Anti‐Counterfeiting, and Information Encryption
Visible‐Light‐Driven Photoswitchable Fluorescent Polymers for Photorewritable Pattern, Anti‐Counterfeiting, and Information Encryption Open
Photoswitchable fluorescent polymers (PFPs) are emerging as a class of promising systems for photowritable pattern, optical anti‐counterfeiting, and information encryption. They typically use harmful UV light as the stimulus, which often l…
View article: Chatlaw: A Multi-Agent Collaborative Legal Assistant with Knowledge Graph Enhanced Mixture-of-Experts Large Language Model
Chatlaw: A Multi-Agent Collaborative Legal Assistant with Knowledge Graph Enhanced Mixture-of-Experts Large Language Model Open
AI legal assistants based on Large Language Models (LLMs) can provide accessible legal consulting services, but the hallucination problem poses potential legal risks. This paper presents Chatlaw, an innovative legal assistant utilizing a M…
View article: Reversibly growing crosslinked polymers with programmable sizes and properties
Reversibly growing crosslinked polymers with programmable sizes and properties Open
Growth constitutes a powerful method to post-modulate materials’ structures and functions without compromising their mechanical performance for sustainable use, but the process is irreversible. To address this issue, we here report a growi…
View article: ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation
ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation Open
Editing real facial images is a crucial task in computer vision with significant demand in various real-world applications. While GAN-based methods have showed potential in manipulating images especially when combined with CLIP, these meth…
View article: Phase Change Hydrogels for Bio‐Inspired Adhesion and Energy Exchange Applications
Phase Change Hydrogels for Bio‐Inspired Adhesion and Energy Exchange Applications Open
The adhesion strategies of the gecko's toe through surface adaptation of spatulas to increase contact area and the snail's epiphragm via dehydration‐induced solidification to lock interfaces are combined to design a class of adhesion‐switc…
View article: Slippery self-lubricating polymer surfaces
Slippery self-lubricating polymer surfaces Open
The present disclosure describes a strategy to create self-healing, slippery self-lubricating polymers. Lubricating liquids with affinities to polymers can be utilized to get absorbed within the polymer and form a lubricant layer (of the l…