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scalability

GeneTech 知识引擎共收录 998 篇相关科研实体，横跨 29 个垂直领域。数据来自 OpenAlex、arXiv、Crossref、PubMed、Europe PMC 等公开学术源，全部可溯源到原文。

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代表性文献（按质量分排序，前 60 条）

• Integrating Charge Equilibration with Equivariant Machine-Learning Interatomic Potentials.
  2026 · AI 驱动科学发现 · Machine-learning interatomic potentials (MLIPs) based on local atomic environments have achieved remarkable accuracy and efficiency, yet they often struggle in systems where long-range electrostatics, charge transfer, an…
• Ready-to-Use Polymerization Simulations Combining Universal Machine Learning Interatomic Potential with Time-Dependent Bond Boosting for Polymer and Interface Design.
  2026 · AI 驱动科学发现 · Although polymerization and curing reactions govern the performance of advanced materials, their simulation remains challenging owing to the need for accurate, transferable potentials and the rarity of chemical events. C…
• OrthoGuide: A Database for Rooting Inference of Orthologous Genes.
  2026 · 生物计算 · Orthology provides a powerful framework for investigating the evolutionary history of biological systems, as genes within the same orthologous group typically share a common ancestry. By tracing their distribution across…
• Non-Invasive Brain-Computer Interfaces: Converging Frontiers in Neural Signal Decoding and Flexible Bioelectronics Integration
  2026 · 仿生智能 · The development of non-invasive brain-computer interfaces (BCIs) relies on multidisciplinary integration across neuroscience, artificial intelligence, flexible electronics, and systems engineering. Recent advances in dee…
• CO<sub>2</sub> Electroreduction to Formate: Advancing toward Scalable Technologies.
  2026 · 碳中和与 CCUS · High Resolution Image Download MS PowerPoint Slide Scaling up CO 2 electroreduction to formate requires optimizing electrode design and reactor configuration. Gas diffusion electrodes and membrane electrode assemblies en…
• Development of a Dynamic Path Planning System for Autonomous Mobile Robots Using a Multi-Agent System Approach.
  2025 · AI Agent 生态 · Autonomous Mobile Robots (AMRs) are increasingly important in Industry 4.0 intralogistics but creating path planning systems that adapt to dynamic and uncertain Flexible Manufacturing Systems (FMS), especially managing c…
• Institutionalizing convergence education for medical artificial intelligence.
  2025 · 医疗人工智能 · As artificial intelligence (AI) becomes increasingly central to modern healthcare, medical education must move beyond passive knowledge transfer and adopt a system-wide approach to convergence training. This narrative re…
• Scenario-adaptive hierarchical optimisation framework for design in hybrid energy storage systems.
  2025 · 碳中和与 CCUS · As renewable energy penetration increases, mismatches between generation and demand lead to underutilization of clean energy, particularly in industrial parks with overlapping of building and process loads. To enhance sy…
• “DIVE” into hydrogen storage materials discovery with AI agents
  2026 · AI Agent 生态 · Despite the surge of AI in energy materials research, fully autonomous workflows that connect high-precision experimental knowledge to the discovery of credible new energy-related materials remain at an early stage. Here…
• Financial Info AI Agent: Building a High-Accuracy Agentic Workflow for Investor Relations Analytics
  2026 · AI Agent 生态 · Building enterprise-grade chat agents capable of answering questions across both structured and unstructured financial data remains a fundamental challenge. The Financial Info AI Agent addresses this by implementing a du…
• LLM-enabled multi-agent framework for natural language interaction with graph-based digital twins
  2026 · AI Agent 生态 · Digital twins are increasingly used in the Architecture, Engineering, and Construction (AEC) industry, but their adoption is often hindered by the need for specialised knowledge, such as database querying. This paper pre…
• AutoCoSim: An LLM-RAG-based Multi-agent Framework for Automating Building Energy and CFD Co-simulation
  2026 · AI Agent 生态 · Achieving carbon neutrality in the built environment requires advanced heating, ventilation, and air conditioning (HVAC) control strategies that optimize both energy efficiency and occupant thermal comfort. Co-simulation…
• AI NEXUS 910+: A MULTI-AGENT ORCHESTRATED UNIFIED AI TOOL PLATFORM WITH WORKFLOW AUTOMATION
  2026 · AI Agent 生态 · There are now a large number of specialized AI technologies, used in silos to create fragmented workflows with high operational overhead. Content generation, analytics, automation, communication organizations and individ…
• Agent-driven anomaly detection in smart energy management systems: Taxonomy, evidence, and a deployment roadmap
  2026 · AI Agent 生态 · Smart energy management systems are shifting from passive monitoring toward proactive and increasingly autonomous operation, which makes timely anomaly detection essential to their security and resilience. This survey re…
• Decentralized Smart EV Charging with Multi-Agent System Communication and Energy Coordination
  2026 · AI Agent 生态 · This paper presents a decentralized smart electric vehicle (EV) charging framework that integrates Raspberry Pi and Arduino-based controllers with multi-agent coordination for efficient and scalable operation. The system…
• NextSeed: An IoT Based Precision Agriculture System for Soil Analysis and Crop Recommendation
  2026 · 智慧农业 · Agriculture is an important sector for the economy and food security of Bangladesh, which is facing several challenges due to climate change, lack of cultivable land and inadequate access to advanced farming technologies…
• An agentic Multi-Agent Platform for Precision Agriculture
  2026 · 智慧农业 · NeerVaani is a platform that uses AI technology to help Indian farmers the right way.This technology is for farmers.Developed as an advanced multi-agent system on Google Vertex AI, the system integrates multiple modules …
• A Scalable IoT and Fuzzy Logic based approach for Precision Agriculture in Greenhouses
  2026 · 智慧农业 · To meet the increasing demand for high-quality agricultural products, greenhouses offer a controlled environment that optimizes crop growth. This research aims to design an Internet of Things (IoT) based fuzzy logic cont…
• An Enhanced IoT-Based Smart Agriculture System: Future Directions in Precision Farming
  2026 · 智慧农业 · Smart agriculture, powered by the Internet of Things (IoT), has revolutionized resource optimization and crop yield enhancement. However, challenges such as latency in cloud-dependent systems, data security vulnerabiliti…
• Multispectral drone imaging for field-scale yield variability mapping in precision agriculture
  2026 · 智慧农业 · Field-scale yield variability is a defining feature of modern crop production, yet many fertilization and irrigation decisions are still made uniformly, ignoring within-field heterogeneity. This study evaluates multispec…
• AgroMitra AI: An AI-Based Smart Farming System for Soil Nutrient Analysis
  2026 · 智慧农业 · Abstract - Agriculture plays a vital role in sustaining the global economy and food supply. However, improper soil nutrient management leads to reduced crop yield and inefficient fertilizer usage. This paper presents the…
• An AI‐Powered, All‐Printed, Scalable, Stretchable Triboelectric E‐Skin for Multifunctional Perception in Dexterous Hand
  2026 · AI 安全与对齐 · ABSTRACT Achieving human‐like dexterity in robotic hands requires electronic skins (E‐skins) that seamlessly integrate multifunctional sensing, decision‐making, and interactive control. However, existing E‐skins for dext…
• Synergizing blockchain and AI to fortify IoT security: a comprehensive review
  2026 · AI 安全与对齐 · Abstract The relentless growth of connected devices is transforming industrial, urban and domestic environments, yet it also expands the attack surface for distributed denial of service (DDoS), unauthorized access and da…
• A Life Cycle AI-Assisted Model for Optimizing Sustainable Material Selection
  2026 · AI 安全与对齐 · This research has successfully addressed the challenges attributed with SMS, including the fragmented data, heavy reliance on experience, and lack of life cycle integration. This study presents the development and valida…
• Expanding and Enhancing Neural Network-Based QM-AI Models for the Accurate Prediction of Halogen-π Interaction Energies in Protein Contexts
  2026 · AI 安全与对齐 · High Resolution Image Download MS PowerPoint Slide In this study, we extend a previously introduced QM-AI strategy for predicting halogen···π interaction energies from a single aromatic model (representing phenylalanine)…
• Advanced Fault Detection and Diagnosis Exploiting Machine Learning and Artificial Intelligence for Engineering Applications
  2026 · AI 安全与对齐 · Modern engineering systems require reliable and timely Fault Detection and Diagnosis (FDD) to ensure operational safety and resilience. Traditional model-based and rule-based approaches, although interpretable, exhibit l…
• A modular and affordable self-driving laboratory enables vision-guided optimization of metal electrodeposition
  2026 · AI 驱动科学发现 · Metal electrodeposition is a widely used materials synthesis technique; however, industrial applications often require optimization of complex precursor formulations and electrodeposition parameters, which is typically p…
• Balancing Diversity and Efficiency in Training Datasets for Robust Machine Learning Interatomic Potentials
  2026 · AI 驱动科学发现 · Machine learning interatomic potentials enable atomistic simulations at near first-principles accuracy. As model architectures mature, their reliability is increasingly constrained by training data quality. Here, we intr…
• AI-ENABLED REVIEW MANAGEMENT SYSTEM AN INTEGRATED PLATFORM FOR AI-ASSISTED ACADEMIC SUBMISSION REVIEW
  2026 · AI 驱动科学发现 · The proliferation of digital academic and conference events demands scalable, consistent, and transparent submission review processes. This paper presents an AI-Enabled Review Management System (AI-RMS) built upon a Node…
• Kanad: An HPC Framework for Large–Scale Machine–Learned Interatomic Potentials
  2026 · AI 驱动科学发现 · Machine-learned interatomic potentials (MLIPs) offer near-DFT accuracy at classical molecular dynamics computational cost, yet developing accurate, robust potentials for largescale simulations remains challenging. We pre…
• Probabilistic Modeling of Lateritic Nickel Mineral Resources
  2026 · 地外矿物 · Lateritic nickel deposits exhibit complex weathering-driven geometries, strong vertical variability, and complex multivariate geochemical relationships. These characteristics challenge conventional deterministic resource…
• Machine Learning-Guided Synthetic Microbial Communities Enable Functional and Sustainable Degradation of Persistent Environmental Pollutants
  2026 · 地外矿物 · Abstract Persistent environmental pollutants demand the use of diverse microbial metabolic capabilities for effective degradation. While naturally occurring consortia or single strains often fall short in efficiency, syn…
• Responsive liquid metal materials towards unstructured environment
  2026 · 地外矿物 · Abstract Real‐world environments are dynamic, variable, and often unpredictable, where temperature, pressure, and chemical composition fluctuate beyond designed limits. Such complexity challenges materials to maintain re…
• Design and Experiment of a Multi-driving Mode Bionic Hydraulic Knee Joint for Lower Limb Prosthesis
  2026 · 仿生智能 · Abstract Achieving high drive efficiency remains a significant challenge in active knee prosthesis design. Inspired by human knee biomechanics, this study presents a novel biomimetic hydraulic drive system integrated wit…
• A Microflow and Bioinspired Dendritic Topology Optimization for CO 2 Capture, Utilization and Storage Hubs in China: Integrating Microfluid Dynamics with Macro-Scale Infrastructure Design
  2026 · 碳中和与 CCUS · High Resolution Image Download MS PowerPoint Slide Large-scale carbon capture, utilization, and storage (CCUS) is pivotal for global net-zero transitions, yet its deployment is constrained by suboptimal pipeline network …
• Technological Pathways to Low-Carbon Supply Chains: Evaluating the Decarbonization Impact of AI and Robotics
  2026 · 碳中和与 CCUS · Background: Achieving deep decarbonization in global supply chains is essential for advancing net-zero objectives; however, the integrative role of artificial intelligence (AI) and robotics in this transition remains ins…
• Optimization of Multimodal Transportation Routes for North-to-South Grain Transportation in China Considering Carbon Emissions
  2026 · 碳中和与 CCUS · This study presents a multi-objective optimization framework for China’s North-to-South Grain Transportation (NSGT), balancing costs, time, carbon emissions, and grain quality loss to promote sustainable logistics. We pr…
• AI Agents Meet Blockchain: A Survey on Secure and Scalable Collaboration for Multi-Agents
  2025 · AI Agent 生态 · In recent years, the interplay between AI agents and blockchain has enabled secure and scalable collaboration among multi-agent systems, promoting unprecedented levels of autonomy and interoperability. AI agents play a v…
• Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
  2025 · AI Agent 生态 · Large Language Models (LLMs) have demonstrated remarkable prowess in generating contextually coherent responses, yet their fixed context windows pose fundamental challenges for maintaining consistency over prolonged mult…
• LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision, and the Road Ahead
  2025 · AI Agent 生态 · Integrating Large Language Models (LLMs) into autonomous agents marks a significant shift in the research landscape by offering cognitive abilities that are competitive with human planning and reasoning. This article exp…
• Agile Methodology and AI in Multi-Agent Systems: An agent for planning and executing sprints
  2025 · AI Agent 生态 · This paper proposes a Multi-Agent System (MAS) architecture integrated with the N8N platform to optimize administrative and managerial processes in agile methodologies, specifically Scrum. It addresses challenges like sp…
• A Multi-Agent Infrastructure Monitoring IoT System for Urban Geo-Resilience Framework
  2025 · AI Agent 生态 · Multi-agent systems (MAS) have emerged as a cornerstone technology in developing agile and effective resilience frameworks for geo-distributed ecosystems. These systems play a pivotal role in addressing real-time challen…
• An LLM-Based Multi-Agent System for Whole Life-Cycle Downhole Maintenance Operations
  2025 · AI Agent 生态 · Abstract This manuscript proposes a Large Language Model (LLM) based multi-Agent system solution throughout the life-cycle of downhole maintenance (DMAS). To address complex well conditions and time-consuming manual proc…
• Adaptation Procedure in misinformation games
  2025 · AI Agent 生态 · Abstract We study interactions between agents in multi-agent systems, in which the agents are misinformed with regards to the game that they play, essentially having a subjective and incorrect understanding of the settin…
• A Multi-Agent System Framework for Managing Distributed Energy Resources (DERs)
  2025 · AI Agent 生态 · In this paper, we propose a multi-tiered framework for controlling distributed energy resources (DERs) such as elastic and non-elastic loads, electric vehicles (EV s), and Battery Energy Storage Systems (BESS). These res…
• Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
  2025 · AI Agent 生态 · Agent memory systems that scale overwrite protection by a domain volatility prior V_d treat two different quantities as one number: a slow belief about how often a kind of fact changes, and a fast residual about whether …
• Mini Drone-Based Precision Agriculture for Indonesian MSMEs: A Low-Cost AI-Assisted Monitoring System
  2025 · 智慧农业 · This research introduces a cost-effective drone-based agricultural monitoring system targeted at Indonesia’s smallholder farming enterprises (MSMEs). By leveraging mini drones (DJI Mini 2 SE) and lightweight AI models, f…
• Integrating multi-source remote sensing data and machine learning for large-scale sugarcane yield prediction
  2025 · 智慧农业 · Accurate yield prediction is fundamental for agricultural management, yet existing models often struggle with scalability across regions. This study demonstrates how combining multiple data sources with machine learning …
• A Modular Intelligent Resource Architecture: Enhancing Energy Efficiency in Smart Farming with Edge–Cloud Fusion
  2025 · 智慧农业 · Smart greenhouse systems utilizing IoT technologies for real-time monitoring and autonomous control have emerged as a response to increasing climate variability.However, conventional architectures suffer from scalability…
• Smart Poultry Farming: An IoT-Based Approach for Brooder Environment and Resource Automation
  2025 · 智慧农业 · This paper presents the design, implementation, and evaluation of an IoT-based Smart Chicken Brooder aimed at automating environmental and resource management in poultry farming. The system integrates sensors, actuators,…
• Beyond Cryptocurrencies: Exploring Blockchain Consensus for Swarm Robotics Applications; A Review
  2025 · 智慧农业 · Abstract In the current information superhighway epoch, consensus algorithms are playing a very important role in dynamic and rapidly evolving network technologies like blockchain, IoT systems and swarm robotics network …
• AI-empowered digital twin modeling for high-precision building defect management integrating UAV and GeoBIM
  2025 · AI 安全与对齐 · Abstract Recent advances in artificial intelligence (AI) and cyber-physical systems have fostered innovative approaches to performance assessment and management of existing building stock. This study presents an AI-assis…
• A Review of Innovative Medical Rehabilitation Systems with Scalable AI-Assisted Platforms for Sensor-Based Recovery Monitoring
  2025 · AI 安全与对齐 · Artificial intelligence (AI) and machine learning (ML) have introduced new approaches to medical rehabilitation. These technological advances facilitate the development of large-scale adaptive rehabilitation platforms th…
• Dynamic FPGA reconfiguration for scalable embedded artificial intelligence (AI): A co-design methodology for convolutional neural networks (CNN) acceleration
  2025 · AI 安全与对齐 · In recent years, FPGA platforms have shown significant potential for accelerating artificial intelligence (AI) applications, particularly in Embedded AI. While various studies have explored adaptive AI deployment on FPGA…
• Evaluating ASCERT: generative AI for cyber-range scenario generation
  2025 · AI 安全与对齐 · Abstract In this paper, we worked in collaboration with the ASCERT (AI-based scenario management for cyber-range training) project and its generative AI prototype that generates dynamic and interactive cyber-range exerci…
• A Review of Multi-Sensor Fusion in Autonomous Driving
  2025 · AI 安全与对齐 · Multi-modal sensor fusion has become a cornerstone of robust autonomous driving systems, enabling perception models to integrate complementary cues from cameras, LiDARs, radars, and other modalities. This survey provides…
• A Review of Integrated Carbon Capture and Hydrogen Storage: AI-Driven Optimization for Efficiency and Scalability
  2025 · AI 安全与对齐 · Achieving global net-zero emissions by 2050 demands integrated and scalable strategies that unite decarbonization technologies across sectors. This review provides a forward-looking synthesis of carbon capture and storag…
• Cartesian atomic moment machine learning interatomic potentials
  2025 · AI 驱动科学发现 · Machine learning interatomic potentials (MLIPs) have substantially advanced atomistic simulations in materials science and chemistry by balancing accuracy and computational efficiency. While leading MLIPs rely on represe…
• Flexible Uncertainty Calibration for Machine-Learned Interatomic Potentials
  2025 · AI 驱动科学发现 · Abstract Reliable uncertainty quantification (UQ) is essential for developing machine-learned interatomic potentials (MLIPs) in predictive atomistic simulations. Conformal prediction (CP) is a statistical framework that …
• The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
  2025 · AI 驱动科学发现 · AI is increasingly playing a pivotal role in transforming how scientific discoveries are made. We introduce The AI Scientist-v2, an end-to-end agentic system capable of producing the first entirely AI generated peer-revi…

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