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benchmarking

GeneTech 知识引擎共收录 91 篇相关科研实体，横跨 19 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。

年度产出趋势

代表性文献（按质量分排序，前 60 条）

• Enhancing Virtual Screening of Cystathionine β-Synthase Inhibitors: Benchmarking Target-Specific Machine-Learning Scoring Functions Against State-of-the-Art AI Docking and Co-Folding Approaches
  2026 · AI 安全与对齐 · Cystathionine β-synthase (CBS) has emerged as an important therapeutic target implicated in cancer and Down syndrome, yet the discovery of selective CBS inhibitors remains challenging due to limited structural diversity …
• Edge-Cloud Collaborative Computing on Distributed Intelligence and Model Optimization: A Survey
  2026 · 生物计算 · Edge-cloud collaborative computing (ECCC) has emerged as a pivotal paradigm for addressing the computational demands of modern intelligent applications, integrating cloud resources with edge devices to enable efficient, …
• Metal–Hydrogen Batteries and Decoupled Electrolyzers: Converging Pathways for Hydrogen-Integrated Energy Storage
  2026 · 碳中和与 CCUS · High Resolution Image Download MS PowerPoint Slide Electrochemical energy storage and hydrogen conversion have historically been developed as separate technologies, yet their chemistries and engineering challenges overla…
• Multi-scale analysis of hydrogen production via chemical looping reforming: reactor and process design, plant-wide performance assessment and benchmarking
  2026 · 碳中和与 CCUS · The use of low-carbon hydrogen in hard-to-electrify sectors is essential for achieving net-zero targets. This study presents a plant-wide evaluation of chemical looping reforming for low-carbon hydrogen production at 2 M…
• Environmental Benchmarking for Sustainable Clinker Production: A Harmonized Cradle-to-Gate Life Cycle Assessment Using Real Industrial Data
  2026 · 碳中和与 CCUS · Clinker production is the main contributor to the environmental footprint of cement manufacturing and represents a key target for improving the sustainability of the cement industry. This study presents a harmonized crad…
• Digital Twin Technology in Wind Turbine Condition Monitoring, Predictive Maintenance, and RUL Estimation: A Systematic Literature Review
  2026 · 数字孪生 · The rapid growth of wind energy has increased the need for advanced condition monitoring (CM), predictive maintenance, and remaining useful life (RUL) estimation strategies for wind turbines. In this context, digital twi…
• Optimizing assembly line productivity in passenger car manufacturing: a comprehensive review with evidence from the Pune automotive region
  2026 · 数字孪生 · Passenger car manufacturing in India is undergoing a rapid transformation driven by growing demand for high productivity, sustainability, and more flexible assembly systems. Even though significant progress has been made…
• Accurately Inferring Missing Factor VIII Concentrate Dosing Information from Health-Record Data in Patients with Haemophilia A
  2026 · 隐私计算与数据要素 · This poster, presented at the ISTH 2026 Congress (International Society on Thrombosis and Haemostasis), showcases research conducted within the PHEMS project to address missing treatment information in electronic health …
• Accurately Inferring Missing Factor VIII Concentrate Dosing Information from Health-Record Data in Patients with Haemophilia A
  2026 · 隐私计算与数据要素 · This poster, presented at the ISTH 2026 Congress (International Society on Thrombosis and Haemostasis), showcases research conducted within the PHEMS project to address missing treatment information in electronic health …
• Post-Quantum PKI: A Survey of Applications and Benchmarking Practices
  2026 · 量子材料 · Post-quantum cryptography (PQC) is, and should be, currently dominating the field of cybersecurity, with many works designing and evaluating the transition of communications security to quantum-safe solutions. As the sec…
• Automated Benchmarking of Variable-Property Soft Robotic Fingertips to Enable Task-Optimized Sensor Selection.
  2026 · 机器人零部件 · Tactile fingertips are a vital component of biological dexterity, where they convey information from the environment through our sensory systems. Similarly, sensorized robotic fingertips are needed to unlock robotic dext…
• AI-enabled cybersecurity framework for future 5G wireless infrastructures.
  2026 · 6G 与卫星互联网 · The deployment of fifth-generation (5G) wireless networks is transforming digital connectivity through ultra-low latency, high data rates, and massive device support. However, enabling technologies such as network slicin…
• Evaluation and Benchmarking of LLM Agents: A Survey
  2025 · AI Agent 生态 · The rise of LLM-based agents has opened new frontiers in AI applications, yet evaluating these agents remains a complex and underdeveloped area.This survey provides an in-depth overview of the emerging field of LLM agent…
• Evaluating clinical AI summaries with large language models as judges
  2025 · AI 安全与对齐 · Electronic Health Records (EHRs) contain vast clinical data that are difficult for providers to synthesize. Generative AI with Large Language Models (LLMs) can summarize records to reduce cognitive burden, but ensuring a…
• The imitation game: large language models versus multidisciplinary tumor boards: benchmarking AI against 21 sarcoma centers from the ring trial
  2025 · AI 安全与对齐 · PURPOSE: The study aims to compare the treatment recommendations generated by four leading large language models (LLMs) with those from 21 sarcoma centers' multidisciplinary tumor boards (MTBs) of the sarcoma ring trial …
• Peptide Property Prediction for Mass Spectrometry Using AI: An Introduction to State of the Art Models
  2025 · AI 安全与对齐 · This review explores state of the art machine learning and deep learning models for peptide property prediction in mass spectrometry-based proteomics, including, but not limited to, models for predicting digestibility, r…
• To Mask or to Mirror: Human-AI Alignment in Collective Reasoning
  2025 · AI 安全与对齐 · As large language models (LLMs) are increasingly used to model and augment collective decision-making, it is critical to examine their alignment with human social reasoning. We present an empirical framework for assessin…
• Do AI Models Dream of Faster Code? An Empirical Study on LLM-Proposed Performance Improvements in Real-World Software
  2025 · AI 安全与对齐 · Large Language Models (LLMs) can generate code, but can they generate fast code for complex, real-world software systems? In this study, we investigate this question using a dataset of 65 tasks mined from performance-cri…
• The neurobench framework for benchmarking neuromorphic computing algorithms and systems
  2025 · 生物计算 · Neuromorphic computing shows promise for advancing computing efficiency and capabilities of AI applications using brain-inspired principles. However, the neuromorphic research field currently lacks standardized benchmark…
• Neuromorphic computing for robotic vision: algorithms to hardware advances
  2025 · 生物计算 · Neuromorphic computing offers transformative potential for AI in resource-constrained environments by mimicking biological neural efficiency. This perspective article analyzes recent advances and future directions, advoc…
• Optimization of Hybrid Renewable Energy Systems: Classical Optimization Methods, Artificial Intelligence, Recent Trend, and Software Tools
  2025 · 医疗人工智能 · This article synthesizes the state of the art in the optimization of Hybrid Renewable Energy Systems (HRES), emphasizing that robust HRES planning is inherently an integrated sizing-and-dispatch problem constrained by te…
• SONIC: A Benchmarking Paradigm for Brain-Computer Interfaces
  2025 · 仿生智能 · Abstract Brain-computer interfaces (BCIs) can restore function for individuals with neuro-logical disorders and have the potential to transform the way people interact with digital systems. However, the development of ad…
• The Impact of Internal Variability on Benchmarking Deep Learning Climate Emulators
  2025 · 深海科技 · Abstract Full‐complexity Earth system models (ESMs) are computationally very expensive, limiting their use in exploring the climate outcomes of multiple emission pathways. More efficient emulators that approximate ESMs c…
• Benchmarking Control Strategies for Multi-Component Degradation (MCD) Detection in Digital Twin (DT) Applications
  2025 · 数字孪生 · Digital Twins (DTs) have become central to intelligent asset management within Industry 4.0, enabling real-time monitoring, diagnostics, and predictive maintenance. However, implementing Prognostics and Health Management…
• Exploring research trends in use of finite element analysis for optimization of stress concentration factor in bars with fillets
  2025 · 数字孪生 · This study delivers a critical bibliometric and technical synthesis of finite element analysis (FEA)-based optimization of stress concentration factors (SCFs) in stepped flat tension bars (2005–2025). Analysis of 747 pub…
• Large language models forecast patient health trajectories enabling digital twins
  2025 · 数字孪生 · Generative artificial intelligence is revolutionizing digital twin development, enabling virtual patient representations that predict health trajectories, with large language models (LLMs) showcasing untapped clinical fo…
• Multimodal fusion with vision-language-action models for robotic manipulation: A systematic review
  2025 · 具身智能 · Vision Language Action (VLA) models represent a new frontier in robotics by unifying perception, reasoning, and control within a single multimodal learning framework. By integrating visual, linguistic, and action modalit…
• Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge
  2025 · 隐私计算与数据要素 · Computational competitions are the standard for benchmarking medical image analysis algorithms, but they typically use small curated test datasets acquired at a few centers, leaving a gap to the reality of diverse multic…
• Quantum annealing for combinatorial optimization: a benchmarking study
  2025 · 量子计算 · Quantum annealing (QA) has the potential to significantly improve solution quality and reduce time complexity in solving combinatorial optimization problems compared to classical optimization methods. However, due to the…
• Benchmarking Agentic Workflow Generation
  2024 · AI Agent 生态 · Large Language Models (LLMs), with their exceptional ability to handle a wide range of tasks, have driven significant advancements in tackling reasoning and planning tasks, wherein decomposing complex problems into execu…
• Benchmarking Human–AI collaboration for common evidence appraisal tools
  2024 · AI 安全与对齐 · BACKGROUND AND OBJECTIVE: It is unknown whether large language models (LLMs) may facilitate time- and resource-intensive text-related processes in evidence appraisal. The objective was to quantify the agreement of LLMs w…
• Natural language is not enough: Benchmarking multi-modal generative AI for Verilog generation
  2024 · AI 安全与对齐 · Natural language interfaces have exhibited considerable potential in the automation of Verilog generation derived from high-level specifications through the utilization of large language models, garnering significant att…
• Benchmarking brain–computer interface algorithms: Riemannian approaches vs convolutional neural networks
  2024 · 仿生智能 · Abstract Objective. To date, a comprehensive comparison of Riemannian decoding methods with deep convolutional neural networks for EEG-based brain–computer interfaces remains absent from published work. We address this r…
• Addressing Supply Chain Inefficiencies to Enhance Competitive Advantage in Low-Cost Carriers (LCCs) through Risk Identification and Benchmarking Applied to Air Australasia’s Operational Model
  2024 · 碳中和与 CCUS · This study examines the issues in Air Australasia’s supply chain operations as a leading low cost carrier (LCC) in the market. It delves into the inefficiencies within the airlines supply chain that affect its operationa…
• Perspective on recent developments and challenges in regulatory and systems genomics
  2024 · 基因技术工具 · : Predicting how genetic variation affects phenotypic outcomes at the organismal, cellular, and molecular levels requires deciphering the cis-regulatory code, the sequence rules by which non-coding regions regulate genes…
• Quantum network utility: A framework for benchmarking quantum networks
  2024 · 量子计算 · The central aim of quantum networks is to facilitate user connectivity via quantum channels, but there is an open need for benchmarking metrics to compare diverse quantum networks. Here, we propose a general framework fo…
• Benchmarking a trapped-ion quantum computer with 30 qubits
  2024 · 量子计算 · Quantum computers are rapidly becoming more capable, with dramatic increases in both qubit count \cite{kim2023evidence} and quality \cite{moses2023race}. Among different hardware approaches, trapped-ion quantum processor…
• BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents
  2023 · AI Agent 生态 · The massive successes of large language models (LLMs) encourage the emerging exploration of LLM-augmented Autonomous Agents (LAAs). An LAA is able to generate actions with its core LLM and interact with environments, whi…
• BEND: Benchmarking DNA Language Models on biologically meaningful tasks
  2023 · 生物计算 · The genome sequence contains the blueprint for governing cellular processes. While the availability of genomes has vastly increased over the last decades, experimental annotation of the various functional, non-coding and…
• DexArt: Benchmarking Generalizable Dexterous Manipulation with Articulated Objects
  2023 · 具身智能 · To enable general-purpose robots, we will require the robot to operate daily articulated objects as humans do. Current robot manipulation has heavily relied on using a parallel gripper, which restricts the robot to a lim…
• MQT Bench: Benchmarking Software and Design Automation Tools for Quantum Computing
  2023 · 量子计算 · Quantum software tools for a wide variety of design tasks on and across different levels of abstraction are crucial in order to eventually realize useful quantum applications. This requires practical and relevant benchma…
• Awesome Agentic Use Cases: verified agentic AI use cases with evals, measured cost, and observed failure modes
  2026 · AI Agent 生态 · An open evidence lab for agentic AI: 71 production-shaped use cases across 62 industries, 202 committed model evaluations, 16,278 scenario trials, and 278 observed failure modes. Every lab ships seeded synthetic scenario…
• Awesome Agentic Use Cases: verified agentic AI use cases with evals, measured cost, and observed failure modes
  2026 · AI Agent 生态 · An open evidence lab for agentic AI: 71 production-shaped use cases across 62 industries, 202 committed model evaluations, 16,278 scenario trials, and 278 observed failure modes. Every lab ships seeded synthetic scenario…
• Mapping Eye-Tracking Research in Human–Computer Interaction: A Science-Mapping and Content-Analysis Study
  2026 · 仿生智能 · Eye tracking has become a central method in human-computer interaction (HCI), supported by advances in sensing technologies and AI-based gaze analysis. Despite this rapid growth, a comprehensive and up-to-date overview o…
• Applied Design Strategies for MOFs in CO 2 Capture: Balancing Stability, Selectivity, and Scalability
  2026 · 碳中和与 CCUS · ABSTRACT Metal–organic frameworks (MOFs) have become promising materials for capturing carbon dioxide from industrial sources and the atmosphere due to their adjustable porosity, high surface areas, and customizable chem…
• Organs-on-Chips in Drug Development: Engineering Foundations, Artificial Intelligence, and Clinical Translation
  2026 · 数字孪生 · Organ-on-a-chip (OoC) technologies, also termed microphysiological systems (MPSs), integrate microfluidics, engineered biomaterials, human-derived cells, and on-chip biosensing to model human physiology in microscale dev…
• Design and Development of an MIS Dashboard for a Battery Pack Manufacturing Facility A Management Information Systems Perspective on Executive Decision-Support in Indian Manufacturing
  2026 · 数字孪生 · Battery pack manufacturing is a safety-critical, energy-intensive and economically sensitive process in the Indian manufacturing landscape. Operational data on production, quality, maintenance, cost, energy, inventory, t…
• Benchmarking large language models for ACMG/AMP variant interpretation and variant calling
  2026 · 基因技术工具 · Agentic large language models are increasingly used across the genomic workflow, from variant calling to clinical interpretation, yet they are evaluated by accuracy alone, a single figure that cannot say whether a system…
• Benchmarking large language models for ACMG/AMP variant interpretation and variant calling
  2026 · 基因技术工具 · Agentic large language models are increasingly used across the genomic workflow, from variant calling to clinical interpretation, yet they are evaluated by accuracy alone, a single figure that cannot say whether a system…
• Classical Still Wins the Wall-Clock: An Honest Quantum-vs-Classical Benchmark of Twenty Canonical Problems on Five Real Frameworks
  2026 · 量子计算 · Quantum computing is the most over-marketed corner of computing: tutorials stop at a toy circuit or imply an advantage that does not yet exist. This report does the opposite. It formulates twenty canonical quantum proble…
• Classical Still Wins the Wall-Clock: An Honest Quantum-vs-Classical Benchmark of Twenty Canonical Problems on Five Real Frameworks
  2026 · 量子计算 · Quantum computing is the most over-marketed corner of computing: tutorials stop at a toy circuit or imply an advantage that does not yet exist. This report does the opposite. It formulates twenty canonical quantum proble…
• AI Family Integration Index (AFII): Benchmarking a New Global Readiness for AI as Family
  2025 · AI 安全与对齐 · As Artificial Intelligence (AI) systems increasingly permeate caregiving, educational, and emotionally sensitive domains, there is a growing need to assess national readiness beyond infrastructure and innovation capacity…
• The Role of Digital Technologies in Advancing Sustainable Economic Development into Intersections of Policy, Law, Environmental Economics, and a Comparative Study of China, the EU, and the USA
  2025 · 数字孪生 · This research delves into the central position of digital technology as a stimulator of sustainable economic advancement. This study examines the complementary convergence of policy structures, law, and environmental eco…
• Three decades of quantum science: how quantum chemistry transformed thermochemical database generation for benchmarking DFT and machine learning
  2025 · 量子材料 · In celebration of the United Nations’ declaration of 2025 as the International Year of Quantum Science and Technology, marking 100 years since the development of quantum mechanics, this review highlights how accurate qua…
• AI-driven epitope prediction: a systematic review, comparative analysis, and practical guide for vaccine development
  2025 · AI 安全与对齐 · Integrating AI into epitope prediction is transforming vaccine design by delivering unprecedented accuracy, speed, and efficiency. This review synthesizes recent breakthroughs particularly CNNs, transformers, and GNNs hi…
• Machine-Learning-Based Digital Twin in Manufacturing: A Bibliometric Analysis and Evolutionary Overview
  2022 · 数字孪生 · The Digital Twin (DT) concept in the manufacturing industry has received considerable attention from researchers because of its versatile application potential. Machine Learning (ML) adds a new dimension to DT by enhanci…
• QUARK: A Framework for Quantum Computing Application Benchmarking
  2022 · 量子计算 · Quantum computing (QC) is anticipated to provide a speedup over classical approaches for specific problems in optimization, simulation, and machine learning.With the advances in quantum computing toward practical applica…
• The 2022 solar fuels roadmap
  2022 · 量子材料 · Abstract Renewable fuel generation is essential for a low carbon footprint economy. Thus, over the last five decades, a significant effort has been dedicated towards increasing the performance of solar fuels generating d…
• DeepST: identifying spatial domains in spatial transcriptomics by deep learning
  2022 · 空间计算 · Recent advances in spatial transcriptomics (ST) have brought unprecedented opportunities to understand tissue organization and function in spatial context. However, it is still challenging to precisely dissect spatial do…
• RobustNav: Towards Benchmarking Robustness in Embodied Navigation
  2021 · 具身智能 · As an attempt towards assessing the robustness of embodied navigation agents, we propose RobustNav, a framework to quantify the performance of embodied navigation agents when exposed to a wide variety of visual – affecti…

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