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Large language models (LLMs) and large multimodal models (LMMs) promise to accelerate biomedical discovery, yet their reliability remains unclear. We introduce ARIEL (AI Research Assistant for Expert-in-the-Loop Learning), an open-source…

This volume contains the proceedings of PrePost 2017 (the Second International Workshop on Pre- and Post-Deployment Verification Techniques), taking place on 19th September 2017 in Torino, Italy, as a satellite event of the 13th…

计算机科学中的逻辑 · 计算机科学 2017-08-24 Adrian Francalanza , Gordon J. Pace

Enabling robots to explore and act in unfamiliar environments under ambiguous human instructions by interactively identifying task-relevant objects (e.g., identifying cups or beverages for "I'm thirsty") remains challenging for existing…

机器人学 · 计算机科学 2026-02-06 Hengxuan Xu , Fengbo Lan , Zhixin Zhao , Shengjie Wang , Mengqiao Liu , Jieqian Sun , Yu Cheng , Tao Zhang

The integration of machine learning (ML) into cyber-physical systems (CPS) offers significant benefits, including enhanced efficiency, predictive capabilities, real-time responsiveness, and the enabling of autonomous operations. This…

For decades, much software engineering research has been dedicated to devising automated solutions aimed at enhancing developer productivity and elevating software quality. The past two decades have witnessed an unparalleled surge in the…

软件工程 · 计算机科学 2023-10-05 David Lo

The rapid advancement of Large Language Models (LLMs) is reshaping software engineering by profoundly influencing coding, documentation, and system maintenance practices. As these tools become deeply embedded in developers' daily workflows,…

软件工程 · 计算机科学 2025-12-29 Vítor Mateus de Brito , Kleinner Farias

The capacity to predict and control bioprocesses is perhaps one of the most important objectives of biotechnology. Computational simulation is an established methodology for the design and optimization of bioprocesses, where the finite…

计算工程、金融与科学 · 计算机科学 2015-08-12 R. C. Martins , N. Fachada

This article presents a state-of-the-art review of recent advances aimed at transforming traditional Failure Mode and Effects Analysis (FMEA) into a more intelligent, data-driven, and semantically enriched process. As engineered systems…

人工智能 · 计算机科学 2025-11-25 Haytham Younus , Sohag Kabir , Felician Campean , Pascal Bonnaud , David Delaux

The safety of automated driving systems must be justified by convincing arguments and supported by compelling evidence to persuade certification agencies, regulatory entities, and the general public to allow the systems on public roads.…

软件工程 · 计算机科学 2024-10-28 Jonas Krook , Yuvaraj Selvaraj , Wolfgang Ahrendt , Martin Fabian

Emulating firmware for microcontrollers is challenging due to the tight coupling between the hardware and firmware. This has greatly impeded the application of dynamic analysis tools to firmware analysis. The state-of-the-art work…

密码学与安全 · 计算机科学 2021-07-28 Wei Zhou , Le Guan , Peng Liu , Yuqing Zhang

This report is a compilation of technical knowledge and concepts that were produced by the authors and additional contributors in the context of the collaboration projects "Abstraction Requirements for Language of Choice in Industrial…

软件工程 · 计算机科学 2025-04-08 Gustavo Quiros A. , Yi Peng Zhu , Tao Cui , Shaokai Lin , Marten Lohstroh , Edward A. Lee

Large development projects and programs are conducted using agile development methods, with an increasing body of advice from practitioners and from research. This sixth workshop showed in increasing interest in scaling frameworks and in…

软件工程 · 计算机科学 2018-12-27 Torgeir Dingsøyr , Nils Brede Moe , Helena Holmstrom Ohlsson

The informational educational environment (IEE) of an institution is a complex multilevel system which, along with methodical, organizational and cultural resources, accumulates the intellectual and technical potential of a university, as…

其他计算机科学 · 计算机科学 2015-05-05 Irina Erjomina , Aleksandr Rozentsvaig , Rushan Ziatdinov

The rapid expansion of foundation models (FMs), such as large language models (LLMs), has given rise to FMware, software systems that integrate FM(s) as core components. While building demonstration-level FMware is relatively…

软件工程 · 计算机科学 2026-04-08 Gopi Krishnan Rajbahadur , Gustavo A. Oliva , Dayi Lin , Jiho Shin , Ahmed E. Hassan

The requirements engineering (RE) phase is pivotal in developing high-quality software. Integrating advanced modelling techniques with large language models (LLMs) and formal verification in a logical style can significantly enhance this…

软件工程 · 计算机科学 2025-06-11 Radoslaw Klimek

Hybrid systems with both discrete and continuous dynamics are an important model for real-world cyber-physical systems. The key challenge is to ensure their correct functioning w.r.t. safety requirements. Promising techniques to ensure…

计算机科学中的逻辑 · 计算机科学 2015-05-27 Stefan Mitsch , Grant Olney Passmore , Andre Platzer

In this paper we discuss the growing need for system behaviour to be validated and verified (V&V'ed) early in model-based systems engineering. Several aspects push companies towards integration of techniques, methods, and processes that…

软件工程 · 计算机科学 2024-06-07 Johan Cederbladh , Antonio Cicchetti

This review explores the potential of foundation models to advance laboratory automation in the materials and chemical sciences. It emphasizes the dual roles of these models: cognitive functions for experimental planning and data analysis,…

Most university curricula consider software processes to be on the fringes of software engineering (SE). Students are told there exists a plethora of software processes ranging from RUP over V-shaped processes to agile methods. Furthermore,…

软件工程 · 计算机科学 2013-12-19 Marco Kuhrmann , Daniel Méndez Fernández , Jürgen Münch

The adoption of large language models (LLMs) and autonomous agents in software engineering marks an enduring paradigm shift. These systems create new opportunities for tool design, workflow orchestration, and empirical observation, while…

软件工程 · 计算机科学 2025-11-04 Christoph Treude , Margaret-Anne Storey
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