28results about How to "Breakthrough improvement" patented technology

The invention provides an RPA, AI and LLM-based operation and maintenance method, device and equipment of a server product for realizing Agent and a storage medium, the operation and maintenance method is applied to an operation and maintenance tool platform, the operation and maintenance tool platform is configured with an operation and maintenance tool library, the operation and maintenance tool library comprises a plurality of operation and maintenance tools, each operation and maintenance tool is used for executing different operation and maintenance operations, and the operation and maintenance tools are used for executing different operation and maintenance operations. The method comprises the steps that configuration information of a target operation and maintenance object in a current operation environment is obtained, the target operation and maintenance object and a current operation and maintenance tool platform are deployed on the same server, and the configuration information comprises host configuration information, middleware configuration information and service configuration information; and calling a target operation and maintenance tool based on the configuration information and the operation and maintenance demand, so as to execute an operation and maintenance operation corresponding to the operation and maintenance demand through the target operation and maintenance tool. By adopting the technical scheme, the operation and maintenance efficiency of the server product is effectively improved.

The invention discloses a rapid propagation rooting culture medium for peony seed tissue culture and a culture method, and belongs to the technical field of plant tissue culture. The rapid propagation rooting culture medium takes 1 / 2 MS as a basic culture medium, and further comprises the following components: ammonium nitrate, potassium nitrate, calcium chloride, magnesium sulfate, monopotassium phosphate, a carbon source, kinetin and a curing agent. By adding kinetin into the culture medium, dependence of peony seed tissue culture seedlings on low-temperature treatment is broken, low-temperature pretreatment necessary in a traditional method is avoided, the peony seed tissue culture process is greatly simplified, the culture period is shortened, the rooting rate and the root strengthening rate are increased, the rooting rate is stabilized to be 95% or above, and the rooting rate is stabilized to be more than 95%. Technical support is provided for establishment of a new peony seed tissue culture and rapid propagation technology, and a material foundation is laid for promotion of peony seed tissue culture and rapid propagation factorization.

This invention relates to the field of LED technology, and particularly to a high-efficiency violet LED epitaxial structure and its growth method. The epitaxial structure, from bottom to top, includes: a patterned AlGaN template substrate and a GaN-based epitaxial layer. The patterned AlGaN template substrate sequentially includes a growth substrate, a buffer layer, an AlGaN layer, and a mask layer, wherein the mask layer is a periodically patterned mask. The GaN-based epitaxial layer sequentially includes: an AlGaN capping layer, an n-type semiconductor layer, a stress relief layer, a multi-quantum-well active region, an electron blocking layer, and a p-type semiconductor layer. The n-type semiconductor includes an Alx3Ga1-x3N layer with an Al composition of 0.01 ≤ x3 ≤ 0.05 and x3 ≥ x2. This invention effectively blocks dislocation propagation and reduces defect density through the synergistic design of the patterned AlGaN template substrate and the laterally epitaxially grown AlGaN capping layer; and achieves progressive stress relief and light absorption suppression through the gradient increase of Al composition in each layer of the all-AlGaN-based structure.

The invention provides a wurtzite boron nitride / diamond composite material and a preparation method and application thereof, the composite material is composed of two phases of wurtzite boron nitride and diamond, and has a stacked sandwich microstructure, the sandwich microstructure comprises at least one first wurtzite boron nitride layer and at least one second wurtzite boron nitride layer, wherein the first wurtzite boron nitride layer is formed by wurtzite boron nitride; at least one second wurtzite boron nitride layer composed of wurtzite boron nitride; the composite material comprises a first wurtzite boron nitride layer, a second wurtzite boron nitride layer and a diamond layer, the diamond layer is arranged between the first wurtzite boron nitride layer and the second wurtzite boron nitride layer and is made of diamond, wurtzite boron nitride is a metastable phase stably existing under normal pressure, and the Vickers hardness of the composite material is larger than 50 GPa. The novel wurtzite boron nitride / diamond composite material disclosed by the invention has high hardness, high toughness and high thermal stability, and the preparation method disclosed by the invention is low in initial raw material price and simple in preparation process.

This invention discloses an optimized scheduling method for virtual power plants with multiple resource types, belonging to the field of virtual power plant technology. This method aims to solve the technical challenges of delayed scheduling response due to the strong volatility of distributed resource output, insufficient adaptability to multiple scenarios, and weak distribution network resilience under renewable energy access. The method establishes a multi-resource power adjustable range model based on real-time data, uses linear scaling and displacement algorithms to generate aggregated power domain boundaries, and adjusts the weights according to the different target types of the virtual power plant. It combines ridge regression conditional expectation correction and sub-Bruker optimization to construct a dynamic risk budget, optimizing generation plans and reserve capacity in the day-ahead phase. In the real-time phase, it responds in stages according to power deviation levels, triggering rapid energy storage compensation or emergency interruption of controllable loads. The model parameters are iteratively corrected through a closed-loop feedback mechanism. This method significantly improves the response accuracy and reliability of virtual power plants in frequency regulation, peak shaving, and self-balancing scenarios.

The application discloses a PZT-based textured piezoelectric ceramic and a phase transition assisted polarization preparation method and application thereof, and belongs to the technical field of piezoelectric materials. The preparation method comprises the following steps: preparing PMeN-PZT matrix powder; preparing a textured piezoelectric ceramic; and sequentially polishing the textured piezoelectric ceramic, sintering silver electrodes and performing phase transition assisted polarization to obtain the PZT-based textured piezoelectric ceramic; wherein the phase transition assisted polarization step is: heating the textured piezoelectric ceramic after sintering silver electrodes to a polarization temperature, the polarization temperature is higher than the trigonal-tetragonal phase transition temperature and lower than the Curie temperature, and the polarization is performed under a polarization electric field of 300 V / mm-1000 V / mm, then the polarization is naturally cooled to room temperature, and the electric field is removed. The technical problems of low piezoelectric / electromechanical / dielectric performance caused by insufficient polarization in traditional heating polarization and the technical problem that piezoelectric materials are difficult to have high piezoelectric performance and high Curie temperature at the same time are solved.

This invention relates to the field of piezoelectric materials technology, specifically to a chiral nitrogen-containing heterocyclic organic crystalline piezoelectric material and its preparation method. The organic crystalline piezoelectric material is N-cyanoethyl-( S )-2-methylpiperazine hydrochloride, whose core is a one-dimensional hydrogen-bonded chain construction strategy of unilaterally protonated chiral piperazine, with protonated N-cyanoethyl-( S Using 2-methylpiperazine cations as structural building blocks and chloride ions as charge balancers, a highly oriented one-dimensional hydrogen bond chain is constructed by regulating intermolecular hydrogen bonding. This enhances the ordered arrangement of molecular dipoles and optimizes the synergistic mode of lattice strain-polarization response, achieving a breakthrough in piezoelectric properties. The material exhibits a piezoelectric coefficient as high as ±80 pC / N and an electromechanical coupling coefficient as high as 0.35, far exceeding known chiral organic piezoelectric materials. Furthermore, it demonstrates excellent thermal stability and can be widely applied in demanding applications such as micro-pressure sensors, low-frequency vibration detectors, and micro energy harvesters.

The application provides a wurtzite boron nitride / diamond composite material and a preparation method and application thereof. The composite material is composed of two phases of wurtzite boron nitride and diamond, and has a stacked sandwich microstructure, which comprises at least one first wurtzite boron nitride layer composed of wurtzite boron nitride, at least one second wurtzite boron nitride layer composed of wurtzite boron nitride, and a diamond layer composed of diamond and sandwiched between the first wurtzite boron nitride layer and the second wurtzite boron nitride layer. The wurtzite boron nitride is a metastable phase stably existing under normal pressure, and the Vickers hardness of the composite material is greater than 50 GPa. The novel wurtzite boron nitride / diamond composite material has high hardness, high toughness and high thermal stability, and the preparation method has low starting material price and simple preparation process.

The application discloses a three-dimensional wrapped structure silicon-based germanium photoelectric detector and a preparation method, and solves the problem of the increase of chip area and the uneven frequency response of a silicon-based germanium photoelectric detector in the prior art in the process of pursuing high bandwidth, and realizes the combination of high bandwidth and high responsivity and the optimization of intrinsic frequency response; the detector comprises a silicon-on-insulator (SOI) substrate, the SOI substrate comprises a silicon substrate layer, a buried oxygen layer and a device layer silicon from bottom to top in sequence; the device layer silicon comprises a silicon waveguide region and a carrier collection region located at the end of the silicon waveguide region; a germanium active absorption region is arranged above the carrier collection region, and a three-dimensional silicon wrapping structure composed of first and second polarity doped silicon regions; the polarity doped silicon regions are located on opposite sides of the germanium active absorption region respectively; and the polarity doped silicon regions are in direct contact with the two side walls of the germanium active absorption region, the polarity doped silicon regions form three-dimensional wrapping of the germanium active absorption region from the side and the top, and a three-dimensional charge collection interface is constructed.

This invention relates to the field of oleochemical technology and discloses a method for preparing animal oleic acid, comprising: mixing animal fats with phytosterol adjuvants and then hydrolyzing the mixture to obtain crude oleic acid; performing three-stage countercurrent adsorption decolorization using an activated clay-diatomaceous earth-chitosan composite adsorbent; separating the fine adsorbent powder through a gelatin-tannin composite filter aid; recovering residual oleic acid from the oil-containing adsorbent through stepwise extraction with n-hexane and n-hexane-ethanol mixed solvents; regenerating the activated clay using furfural extraction for recycling; and obtaining the finished oleic acid by vacuum distillation. This invention reduces the color of the finished oleic acid from Y30R3 to Y5R0.5, increases the oleic acid yield from 88-92% to 96-98%, reduces adsorbent usage by 40%, reduces waste emissions by 60%, and achieves complete transparency, meeting food-grade and cosmetic-grade standards.

The invention relates to the field of petrifaction, and discloses a green refining method of crude caprolactam, which comprises the following steps: S1, mixing crude caprolactam with a crystallization solvent, carrying out primary crystallization, carrying out solvent removal, heavy component removal and light component removal on a primary mother solution obtained by separation, mixing the recovered solvent and caprolactam with crude caprolactam, and recrystallizing; or removing the solvent from the primary mother liquor, recovering, concentrating, performing secondary crystallization, and separating to obtain secondary crystals and secondary mother liquor; carrying out solvent removal, heavy component removal and light component removal on the secondary mother liquor, mixing the recycled caprolactam with the primary mother liquor for secondary crystallization, separating to obtain secondary recycled crystals, mixing the secondary recycled crystals with secondary crystals and crude caprolactam, and then carrying out primary crystallization again; and S2, adsorption refining. According to the method disclosed by the invention, efficient and green refining of the crude caprolactam can be realized, the finally obtained caprolactam has high purity, low chroma and high yield, and the method has obvious advantages in production of high-end caprolactam products with extremely high chroma requirements.

The invention discloses a molecular sieve adsorbent which comprises a hierarchical pore hard core and a molecular sieve shell, the hierarchical pore hard core is an inorganic porous ball core with a mesopore-macropore composite structure; the molecular sieve shell is a mixture of molecular sieve raw powder and a crosslinking agent. The invention further discloses a forming method of the molecular sieve adsorbent and application of the molecular sieve adsorbent in a pressure swing adsorption process.

The utility model discloses a pavement base joint cutter and belongs to the technical field of pavement construction. The lifting mechanism is installed on the vehicle body, the transverse moving mechanism is installed on a lifting sliding block of the lifting mechanism, a connecting block is installed on a transverse moving sliding block of the transverse moving mechanism, a plurality of connecting blocks are connected in series through an inserting plate, a rotating motor is installed on the front surface of each connecting block, and the rotating motors are connected with the connecting blocks. An output shaft of each rotating motor is provided with a mounting frame, and the mounting frames are used for mounting a laser. The laser cutting is adopted, one-time cutting of the cement stabilized macadam base layer with the depth of 20 cm can be achieved, and the depth limitation of a traditional mechanical cutter is broken through. According to the utility model, a plurality of lasers can act at the same time, and stepless adjustment of adjacent lasers is realized through cooperation of the sleeve type plug board and the sliding groove guide rail. The lifting mechanism and the transverse moving mechanism are cooperatively controlled to form a three-dimensional space positioning system, and meanwhile, the angle deflection of the laser is realized through the positive and negative rotation of the rotating motor.

The application relates to the technical field of genetic engineering, in particular to a nucleotide sequence for improving the differentiation efficiency of Picea abies callus, an expression vector and application thereof, which comprises a coding sequence of an AP2L2 gene, and the expression vector comprises double-strand RNA composed of the nucleotide sequence and its reverse complementary sequence. The application discloses the negative regulation of the AP2L2 gene in the differentiation of Picea abies callus for the first time, and effectively solves the problem of reduced differentiation efficiency by using specific gene silencing technology. The scheme is feasible and has remarkable effect, and is suitable for large-scale breeding production of forest tree varieties.

The invention relates to an underwater acoustic tomography parallel computing method, system and device based on M sequence parallel demodulation and a medium, and the method comprises the steps: executing an initialization operation, and loading configuration parameters; determining a parallel computing segment number according to the output data length, dividing the acoustic tomography acquisition orthogonal signal into a plurality of data segments with time sequence overlapping characteristics according to the parallel computing segment number, and distributing an independent parallel computing thread for each data segment; in each thread, generating a symbol coefficient based on an M sequence bit value, dynamically distributing a signal sample window in combination with a modulation expansion factor, and performing symbol weighting and accumulation operation by bit-by-bit iteration until all M sequence bits in a corresponding data segment are processed; and combining processing results output by all the threads to generate a final correlation sequence, and performing inversion based on the final correlation sequence to obtain underwater acoustic tomography information. Therefore, breakthrough improvement of the demodulation efficiency of the underwater acoustic tomography signal is realized through a staged parallelization processing architecture.

The invention relates to the technical field of wastewater treatment, in particular to an efficient and environment-friendly butyl acrylate high-salinity wastewater treatment process which comprises the following steps: S1, acidification replacement, S2, extraction separation, S3, rectification and recovery, S4, refining and purification, S5, neutralization and adjustment, and S6, evaporative crystallization. According to the method, efficient and rapid separation of the oil phase and the water phase is realized by adopting a separation scheme of combining the centrifugal extractor and the molecular sieve membrane, meanwhile, the moisture content in the organic phase is effectively controlled, and the organic phase is deeply refined by adopting the continuous ion exchange equipment and the macroporous strong-acid cation exchange resin, so that the separation efficiency is improved. Trace sodium ions and other impurities can be specifically adsorbed and removed, so that the purity of the recycled acrylic acid product is improved in a breakthrough manner, and the recycling requirement of a high-end production device is met.

The invention belongs to the technical field of lithium ion batteries / solid-state batteries, and particularly relates to a cyclotriphosphazene derivative salt-based composite solid-state electrolyte as well as preparation and application thereof. The preparation method comprises the following steps: taking hexa (4-phenoxy lithium carboxylate) cyclotriphosphazene (HCTP-COOH) and lithium hydroxide as reaction raw materials, firstly preparing a lithium salt HCTP-COOLi through a normal pressure solvothermal method, and then preparing the composite solid electrolyte PVDF-HFP / HCTP-COOLi by taking poly (vinylidene fluoride-hexafluoropropylene) (PVDF-HFP) as a polymer matrix. According to the invention, HCTP-COOH is innovatively adopted as a core lithium salt, six lithium carboxylate groups grafted on a phosphazene skeleton have both a lithium ion source and intrinsic flame retardance, and ions are assisted to efficiently migrate. The PVDF-HFP matrix promotes Li < + > dissociation through a strong electronegativity C-F bond, the high dielectric constant and the amorphous region optimize ion transmission, and the excellent mechanical property ensures the forming of the self-supporting electrolyte membrane.

This invention provides an integrated reactor for one-step ammonia production from water and nitrogen, comprising an odd number of reaction units stacked sequentially to form an integrated structure. Each reaction unit includes a sequentially stacked oxygen separation layer, a reaction layer, and an ammonia separation layer. The reaction layer comprises a Ti3AlC2MAX phase ceramic matrix and an Au-MoC / perovskite photothermal composite catalyst. An ammonia purification membrane is also provided at the ammonia collection pipe junction. This invention proposes an Au-MoC / perovskite photothermal composite catalyst for the aforementioned integrated reactor. A one-step ammonia production method from water and nitrogen is also proposed, including raw material pretreatment, a four-field resonant coupled catalytic reaction, and gas separation. This invention achieves a breakthrough improvement in reaction kinetics through four-field resonant coupling of light, electricity, heat, and flow. Compared to the traditional two / three-field superposition system, the electron-hole recombination rate is reduced to below 8%, the N≡N bond activation energy is reduced to 0.79 eV, and the ammonia equilibrium conversion rate is increased to over 95% when nitrogen is used as the nitrogen source, far exceeding existing technologies.

This invention discloses a method for separating and purifying indium from a cadmium-indium mixture. The method involves dissolving and filtering the substance to be purified, containing both cadmium and indium compounds, to obtain a mixed solution. Separation is then performed in a chromatograph using a high-efficiency cation exchange packing as the stationary phase and an aqueous solution of an organic acid as the mobile phase. The indium solution is collected based on the indium peak time. The high-efficiency cation exchange packing is a silica gel packing with sulfonic acid groups bonded to its surface; the organic acid is at least one selected from oxalic acid, citric acid, and α-hydroxyisobutyric acid, with a concentration of 10-400 mM and a pH of 2.0-5.5. This method achieves a maximum separation degree of 24.94, can separate indium purity of over 99.8% in a single step, has an analysis time of less than 35 minutes, and exhibits good scalability, meeting the production requirements of the medical isotope indium-111.

This invention relates to the technical field of UAV self-organizing network cluster management and control scheme design based on smart streetlights and satellite communication, specifically to a UAV self-organizing network cluster management and control system based on smart streetlights and satellite communication. It includes a smart streetlight subsystem, a satellite communication subsystem, UAV cluster nodes, and a dynamic collaborative control platform. The innovative scheme includes: (1) a multi-mode communication gateway to achieve seamless conversion between satellite protocols and terrestrial IoT protocols; (2) streetlight sensors generating dynamic risk maps to guide cluster obstacle avoidance; (3) a fast clustering algorithm based on geometric topology to support emergency networking during signal interruptions; (4) task priority-driven time slot allocation to improve communication efficiency; and (5) a multi-level redundancy system based on satellite, streetlight, and relay UAVs to ensure continuous controllability. This scheme significantly enhances the communication reliability, environmental adaptability, and collaborative capabilities of the cluster in complex urban areas.

This invention discloses an industry dictionary for the data analysis field, its construction method, and a semantic element recognition system. The industry dictionary for data analysis includes: an entity lexicon for storing entity words related to the data analysis field; a semantic element lexicon for storing the semantic elements corresponding to each entity word; and a mapping relationship lexicon for storing the mapping relationships between entity words and their corresponding semantic elements. By constructing a structured, dynamically updatable industry dictionary, this invention persistently encapsulates and reuses the powerful semantic understanding capabilities of large language models, successfully transforming the semantic element recognition task from "requiring complex model calculations each time" to "requiring only simple dictionary lookups in most cases," thus achieving breakthrough technical effects in terms of efficiency, cost, and intelligent evolution.

This invention discloses an abrasive waterjet rock-breaking method with a secondary impact effect and composite abrasive particles. The composite abrasive consists of a core, an intermediate layer, and an outer shell. The method uses a nozzle to accelerate the jet and impact the rock. First, the composite abrasive particles as a whole undergo an initial impact, forming a damaged zone. Subsequently, the impact load causes the outer shell and intermediate layers of the particles to fracture as designed, releasing the core particles. The core particles, driven by the high-speed water flow, precisely impact the aforementioned damaged zone a second time. The intermediate layer has a lower body strength than the outer shell and core, and its interfacial bonding strength with adjacent layers is precisely designed to ensure stability during transport, while reliably failing during the first impact to release the core. This invention achieves sequential energy utilization through a synergistic "impact-release" mechanism, significantly improving the rock-breaking efficiency of hard rock and the utilization rate of abrasive kinetic energy.

This invention discloses a Z-type circulating pressing and film stretching stacking machine and its stacking process, including a machine base, a feeding device, a transfer platform, and a stacking device; the feeding device includes two sets; the stacking device is set between the two feeding devices, and the stacking device includes a transfer mechanism, a film output mechanism, and a stacking platform; the stacking platform is set below the film output mechanism; the transfer platform is set between the feeding device and the stacking device; the transfer mechanism spans between the transfer platform and the stacking platform; this invention can use the two platforms to move left and right along the straight direction of the film output roller of the film output mechanism to achieve alternating stacking, realizing stacking without stopping the machine, and using the diaphragm Z-type winding roller method to achieve single cell single film cutting, which greatly reduces the time spent cutting the diaphragm when stacking single cells, effectively improving the stacking efficiency, and combined with the diaphragm pressing requirement when the two platforms are alternating, the film stretching requirement is completed by the double-sided independent pressing method, and the diaphragm is automatically flattened before stacking by changing the direction and quantity of the pressing side.

This invention discloses a method and system for constructing a multi-dimensional growth profile of children based on dialogue interaction. Through dynamic memory management using temporal perception and logical reasoning, it improves the de-fictitiousness of the profile and the accuracy of growth tracking. It employs a multi-path parsing architecture based on a large model and prompt word engineering, using relative time absoluteization and de-fictitious logic to solve the profile contamination problem. Algorithmically, it designs a state machine-based memory update mechanism to distinguish between state evolution and factual error correction, dynamically preserving the growth trajectory. At the system level, it constructs a hybrid literal and semantic multi-path recall mechanism, using a reciprocal ranking fusion algorithm to eliminate heterogeneous retrieval dimension differences. It introduces a dynamic forgetting rate model based on the salience of dialogue emotions, applying emotional weights to the Ebbinghaus time decay factor to retain high-emotional-value memories, addressing children's ambiguous expressions, and providing accurate digital twin memories for personalized AI interaction.

The invention provides orthogonal-tetragonal multilayer heterostructure antiferroelectric ceramic and a preparation method thereof. Tetragonal phase antiferroelectric presintering powder is prepared, orthogonal phase antiferroelectric presintering powder is prepared, the tetragonal phase antiferroelectric presintering powder and the orthogonal phase antiferroelectric presintering powder are respectively subjected to secondary ball milling, drying and sieving and then subjected to tape casting treatment, and the antiferroelectric ceramic with the orthogonal-tetragonal multilayer heterostructure is obtained. A single-layer film A and a single-layer film B are obtained; and carrying out heterogeneous lamination temperature isostatic pressing treatment on the single-layer film A and the single-layer film B according to modes of AAAA, ABBA, BAAB, ABAB and BBBB to obtain the multi-layer heterostructure anti-ferroelectric ceramic, carrying out glue removal on the multi-layer heterostructure anti-ferroelectric ceramic, and calcining to obtain the orthogonal-tetragonal multi-layer heterostructure anti-ferroelectric ceramic. According to the multilayer heterostructure constructed by the invention, the breakdown field strength and the macroscopic polarization response of the material are synergistically improved through the interface blocking effect induced by the interlayer interface and the MWS interface polarization effect, so that the energy storage density is effectively improved.

The invention belongs to the technical field of building materials, and discloses a high-toughness cement-based repairing material based on bionic adhesion and self-repairing functions and a preparation method thereof.The high-toughness cement-based repairing material is prepared from, by mass, 400-500 parts of ordinary Portland cement, 250-300 parts of high belite sulphoaluminate cement, 100-150 parts of mineral powder, 20-50 parts of silica fume and 10-30 parts of redispersible latex powder; the invention relates to a high-temperature-resistant and wear-resistant concrete which is prepared from the following components in parts by weight: 5-20 parts of gas-phase nano silicon dioxide, 800-1000 parts of machine-made sand, 0.05-0.5 part of polydopamine modified graphene oxide, 1-5 parts of an epoxy curing agent, 2-5 parts of a water reducing agent, 2.5-3 parts of a defoaming agent, 0.4-0.5 part of a retarder and 250-300 parts of water. Wherein the epoxy curing agent is wrapped in the resin microcapsule. The interface bonding strength and toughness of the cement-based repairing material can be improved, and the repairing material has the damage self-recovery capability.

The application relates to the field of crystal structure symmetry classification and retrieval, and specifically discloses a crystal structure symmetry determination and retrieval method using electron diffraction, which comprises the following steps: a multi-view selected area electron diffraction data input module is used to acquire a two-zone axial diffraction spectrum and perform pretreatment; a symmetry feature coding module is used to extract a single-view descriptor through a double-branch convolutional neural network, to obtain a material descriptor through view pooling fusion; a hierarchical symmetry classification module is used to realize hierarchical classification of crystal systems and space groups, and to guarantee the logic of the results through consistency constraints; a high-dimensional feature embedding and database construction module is used to standardize crystal structure files, to generate descriptors, and to construct a vector database; and a constrained structure retrieval module is used to combine the classification results and user constraints to filter candidate structures, and to complete retrieval through cosine similarity. The application solves the problems of poor generalization, insufficient multi-view feature fusion and inability to associate a crystal library in the prior art, and realizes full-process automation of crystal structure symmetry classification and retrieval.

This invention relates to the field of conductive materials, and more specifically, to an MXene-Ti3C2T x The preparation method, composite material, and application of the conductive agent include the following steps: Ti3AlC2 MAX phase ceramic powder is added to an etching solution and reacted at 0–60°C for 5–48 hours. The mixture is washed with water until neutral, centrifuged, and a slurry is obtained. A polar organic solvent is added to the slurry, and the mixture is ultrasonically treated to obtain a suspension. The suspension is freeze-dried to obtain the conductive agent. This conductive agent utilizes metallic conductive two-dimensional MXene to directly construct a conductive framework, combining the functions of conductive support and interface regulation. The MXene sheets not only provide electron transport but also improve the interfacial compatibility between the silicon anode and the solid electrolyte through their flexibility and surface functional groups, suppressing interfacial cracking and side reactions.