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This vision paper articulates a long-term research agenda for formal methods at the intersection with artificial intelligence, outlining multiple conceptual and technical dimensions and reporting on our ongoing work toward realising this…

软件工程 · 计算机科学 2026-02-04 Arshad Beg , Diarmuid O'Donoghue , Rosemary Monahan

Recent frontier large language models (LLMs) have shown strong performance in identifying security vulnerabilities in large, mature open-source systems. As LLM-generated code becomes increasingly common, a natural goal is to prevent such…

软件工程 · 计算机科学 2026-05-13 Zhaorui Li , Chengyu Song

Current approaches for formal verification of algorithms face important limitations. For specification, they cannot express algorithms naturally and concisely, especially for algorithms with states and flexible control flow. For…

编程语言 · 计算机科学 2025-05-01 Chengxi Yang , Shushu Wu , Qinxiang Cao

The language of epistemic specifications and epistemic logic programs extends disjunctive logic programs under the stable model semantics with modal constructs called subjective literals. Using subjective literals, it is possible to check…

人工智能 · 计算机科学 2021-10-06 Jorge Fandinno , Wolfgang Faber , Michael Gelfond

The Curry-Howard Correspondence has a long history, and still is a topic of active research. Though there are extensive investigations into the subject, there doesn't seem to be a definitive formulation of this result in the level of…

逻辑 · 数学 2019-12-24 Juan Ferrer Meleiro , Hugo Luiz Mariano

Over the last 20 years a large number of automata-based specification theories have been proposed for modeling of discrete,real-time and probabilistic systems. We have observed a lot of shared algebraic structure between these formalisms.…

计算机科学中的逻辑 · 计算机科学 2011-01-26 Axel Legay , Andrzej Wąsowski

We present a framework for formal software development with UML. In contrast to previous approaches that equip UML with a formal semantics, we follow an institution based heterogeneous approach. This can express suitable formal semantics of…

软件工程 · 计算机科学 2014-04-01 Alexander Knapp , Till Mossakowski , Markus Roggenbach

We introduce a novel framework for evaluating the alignment between natural language plans and their expected behavior by converting them into Kripke structures and Linear Temporal Logic (LTL) using Large Language Models (LLMs) and…

人工智能 · 计算机科学 2025-11-25 Keshav Ramani , Vali Tawosi , Salwa Alamir , Daniel Borrajo

Formal languages are in the core of models of computation and their behavior. A rich family of models for many classes of languages have been widely studied. Hyperproperties lift conventional trace-based languages from a set of execution…

形式语言与自动机理论 · 计算机科学 2022-01-06 Borzoo Bonakdarpour , Sarai Sheinvald

Artificial intelligence systems have achieved remarkable capability in natural language processing, perception and decision-making tasks. However, their behaviour often remains opaque and difficult to verify, limiting their applicability in…

软件工程 · 计算机科学 2026-04-15 Arshad Beg , Diarmuid O'Donoghue , Rosemary Monahan

In the former article "Formal mathematical systems including a structural induction principle" we have presented a unified theory for formal mathematical systems including recursive systems closely related to formal grammars, including the…

逻辑 · 数学 2022-01-21 Matthias Kunik

We axiomatize the provability logic of $\HA$ and prove its decidability. Furthermore, we axiomatize the preservativity and relative admissibility relations for several modal logics extending iK4. A principal technical tool is the…

逻辑 · 数学 2026-01-05 Mojtaba Mojtahedi

Variables are a crucial element in logic and are also addressed in institution theory, an effort to axiomatize logic. In institution theory, we typically use extensions (signature morphisms) obtained from variables instead of introducing…

计算机科学中的逻辑 · 计算机科学 2026-05-06 Go Hashimoto

We investigate the properties of formal languages expressible in terms of formulas over quantifier-free theories of word equations, arithmetic over length constraints, and language membership predicates for the classes of regular, visibly…

形式语言与自动机理论 · 计算机科学 2022-05-03 Joel D. Day , Vijay Ganesh , Nathan Grewal , Florin Manea

Programmable packet processors and P4 as a programming language for such devices have gained significant interest, because their flexibility enables rapid development of a diverse set of applications that work at line rate. However, this…

网络与互联网体系结构 · 计算机科学 2018-04-05 Ali Kheradmand , Grigore Rosu

Mathematical proofs are often said to justify their conclusions by indicating the existence of a corresponding formal derivation. We argue that this widespread view relies on an under-examined notion of correspondence, or what it means for…

历史与综述 · 数学 2026-03-20 Simon DeDeo , Eamon Duede

In this project, a rather complete proof-theoretical formalization of Lambek Calculus (non-associative with arbitrary extensions) has been ported from Coq proof assistent to HOL4 theorem prover, with some improvements and new theorems.…

计算与语言 · 计算机科学 2017-05-23 Chun Tian

Fractional calculus is a generalization of classical theories of integration and differentiation to arbitrary order (i.e., real or complex numbers). In the last two decades, this new mathematical modeling approach has been widely used to…

计算机科学中的逻辑 · 计算机科学 2016-08-10 Umair Siddique , Osman Hasan , Sofiène Tahar

Since the early twentieth century, it has been understood that mathematical definitions and proofs can be represented in formal systems systems with precise grammars and rules of use. Building on such foundations, computational proof…

历史与综述 · 数学 2023-11-07 Jeremy Avigad

We review state-of-the-art formal methods applied to the emerging field of the verification of machine learning systems. Formal methods can provide rigorous correctness guarantees on hardware and software systems. Thanks to the availability…

编程语言 · 计算机科学 2021-04-22 Caterina Urban , Antoine Miné