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HLXiON δ Ω Intent Σ Logic Ψ Synth Π Reason Γ Memory Processing: math.AP
iON AI Synthesis
The search results for "math.AP" (Analysis of PDEs, a category in mathematical physics) mention various topics, but none directly relate to this field. Instead, the results cover areas like self-supervised learning in AI, reasoning in large language models, the non-deterministic nature of certain deductive theories in physics, Thomas precession, and neutrino superluminality. These papers explore interdisciplinary connections between mathematics, artificial intelligence, and physics but do not focus specifically on the analysis of partial differential equations.
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arxiv.org
On the Origin of Species of Self-Supervised Learning

In the quiet backwaters of cs.CV, cs.LG and stat.ML, a cornucopia of new learning systems is emerging from a primordial soup of mathematics-learning systems with no need for external supervision. To date, little thought has been given to how these self-supervised learners have sprung into being or t…

cs.LG
semanticscholar.org
DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning

General reasoning represents a long-standing and formidable challenge in artificial intelligence (AI). Recent breakthroughs, exemplified by large language models (LLMs)1,2 and chain-of-thought (CoT) prompting3, have achieved considerable success on foundational reasoning tasks. However, this success…

arxiv.org
A Class of Deductive Theories that cannot be Deterministic: Classical and Quantum Physics are not deterministic

The problem of the determinism of Quantum Mechanics has been a main one during the 20th century. At the same time, in the context of Logic and Set Theory, the importance of ancient paradoxes as well as the appearance of many new ones, has shed light on and deeply influenced the foundations of Mathem…

physics.gen-ph quant-ph
arxiv.org
Thomas precession angle and spinor algebra

See math-ph/0205036 for an expanded version.…

physics.class-ph physics.gen-ph
arxiv.org
Superluminal Group Velocity of Neutrinos : Review, Development and Problems

The purpose of this paper is both to provide mathematical reinforcements to the paper [Mecozzi and Bellini : arXiv:1110.1253 [hep-ph]] by taking decoherence into consideration and to present some important problems related. We claim that neutrinos have superluminality as a latent possibility.…

physics.gen-ph hep-ph
arxiv.org
Unobservable Potentials to Explain a Quantum Eraser and a Delayed-Choice Experiment

We present a new explanation for a quantum eraser. Mathematical description of the traditional explanation needs quantum-superposition states. However, the phenomenon can be explained without quantum-superposition states by introducing unobservable potentials which can be identified as an indefinite…

physics.gen-ph
arxiv.org
hep-th

We apply techniques in natural language processing, computational linguistics, and machine-learning to investigate papers in hep-th and four related sections of the arXiv: hep-ph, hep-lat, gr-qc, and math-ph. All of the titles of papers in each of these sections, from the inception of the arXiv unti…

cs.CL hep-th
arxiv.org
A General Equilibrium Theorem for the Economy of Giving

In [1] we presented a model for transactions when goods are given away in the expectation of a later settlement. In settings where people keep track of their social accounts we were able to redefine concepts like account balance, yield curve and the law of diminishing returns. In this paper we estab…

q-fin.GN
arxiv.org
Quantum Mechanics: Bell and Quantum Entropy for the Classroom

In this article we are willing to give some first steps to quantum mechanics and a motivation of quantum mechanics and its interpretation for undergraduate students not from physics. After a short historical review in the development we discuss philosophical, physical and mathematical interpretation…

physics.hist-ph physics.ed-ph
arxiv.org
Report on the current state of the French DMLs

This is a survey of the existing digital collections of French mathematical literature, run by non-profit organizations. This includes research monographs, serials, proceedings, Ph. D. theses, collected works, books and personal websites.…

cs.DL