The spectrum from Cs to Pl spans a fascinating array of elements that bridge the gap between heavy metals and the rare earths. These materials often possess unique magnetic and optical properties, making them vital for everything from advanced electronics to energy storage solutions. While they may seem obscure, the research surrounding them is rapidly evolving as scientists unlock new ways to harness their distinct atomic behaviors for next-generation technologies.

At Gist.Science, we ensure you never miss a breakthrough by processing every new preprint in this category directly from arXiv. As soon as researchers upload their findings, our team generates both plain-language overviews and detailed technical summaries, stripping away the complexity so you can grasp the core innovations without getting lost in dense jargon. This commitment keeps the scientific community connected to the raw, unfiltered progress happening right now.

Below are the latest papers in this field, freshly summarized and ready for your review.

💻 computer science

Composable Verification Pipelines for Multi-Agent Systems

This paper introduces a modular, functional programming framework implemented in Soda that enables composable verification pipelines for multi-agent systems, allowing users to define domain descriptions in YAML and execute transparent, guaranteed-terminating reasoning workflows for dynamic systems involving complex scenarios like misinformation and emotional reasoning.

Julian Alfredo Mendez, Andreas Brännström2026-07-21
💻 computer science

AoA: Theorem Proving Agent over Abstract Syntax Tree of Redesigned Language

The paper introduces AoA, a novel interactive theorem proving agent that operates directly on the Abstract Syntax Tree of a redesigned language (Minilang) rather than serialized source text, thereby significantly reducing API costs, token usage, and tool calls while improving solving speed and success rates on verification benchmarks.

Qiyuan Xu, Joshua Ong Jun Leang, Renxi Wang, Wenda Li, Haonan Li, Luke Ong, Conrad Watt2026-07-21
🤖 AI

Exact Network Surgery: Functional Invariance and Gradient Plasticity in Reactive Computational Graphs

This paper introduces "Exact Network Surgery," a formal framework and Julia-based implementation that enables the bit-exact, in-place insertion of trainable residual blocks into live computational graphs by proving structural locality and gradient escape properties, thereby allowing capacity expansion without disrupting learned functions or requiring full training rebuilds.

Abdallah Khemais (ISITCOM, University of Sousse)2026-07-21
💻 computer science

Proceedings 42nd International Conference on Logic Programming

This volume presents the proceedings of the 42nd International Conference on Logic Programming (ICLP 2026), held in Lisbon in July 2026, featuring technical communications and extended abstracts on theoretical foundations, language design, program analysis, and applications from both the Main and Recently Published Research tracks.

Wolfgang Faber (University of Klagenfurt, Austria), Laura Giordano (Università del Piemonte Orientale, Italy), Ricardo R (…)2026-07-21
💻 computer science

Weakly Non-Negative Supermartingales for Omega-Regular Verification

This paper introduces lazy Streett supermartingales and their lexicographic extensions to enable sound, automated verification of almost-sure ω\omega-regular properties in probabilistic programs using weakly non-negative polynomial templates, thereby expanding the search space and significantly improving verification success rates over traditional strongly non-negative methods.

Toru Takisaka, Hongjie Qing, Libo Zhang2026-07-21
🔢 mathematics

On Graded Monads, Distributive Laws and Costrong Functors

This paper introduces the concept of costrong functors as a dual to strong functors, demonstrating that their costrength corresponds to graded distributive laws and generalizing the relationship between endofunctors and monads to the graded setting with applications in optics and coalgebras.

Adriana Balan (Department of Mathematical Methods,Models,,Fundamental Sciences Applied in Engineering Research Center, N (…)2026-07-20
💻 computer science

Yarrow: Reconciling Effects Handlers and Region-Based Memory Management

This paper introduces Yarrow, a new ML-like language that successfully reconciles algebraic effects with region-based memory management through the development of Yarrow Logic (YL), a formal program logic proven sound within the Iris framework to enable safe, modular reasoning and efficient, garbage-collection-free execution for complex applications like checkpointing and asynchronous computation.

Anders Alnor Mathiasen, Amin Timany, Lars Birkedal2026-07-20