theoretical physics

"こんにちは、私は現在、理論物理学からMLへの転向を図っています。"

"Schwartz教授は、重要な点を指摘しました。「現在のAIは、大学院の段階をスキップして直接博士になる資格はありません。まず「大学院で学ぶ」ことから始め、研究を本当に行う方法を一つ一つ学ぶ必要があります。」"

""これは、私たちが物理学を行う方法におけるパラダイムシフトです。""

"この論文の最大の特徴は、AIモデルGPT-5.2 Proが最終的な公式の予想（conjecture）を行い、さらにその内部スキャフォールド版が約12時間の推論を経て形式的な証明を生成したという点にあります。"

"論文へのリンク: https://arxiv.org/pdf/2602.12176"

"新しいプレプリントは、GPT-5.2 がグルーオン振幅の新しい公式を提案し、後に OpenAI と学術協力者によって正式に証明および検証されたことを示しています。"

"The research paper explores the absence of symmetric simple conformal boundary conditions."

"The article's focus is on utilizing high-pT physics and data to constrain η/s."

"The context mentions the article's source is ArXiv, indicating a pre-print publication."

"The article's topic is the classification and stability of black hole event horizon births."

"The article is sourced from ArXiv, indicating it is a pre-print submission."

"The context mentions the source as ArXiv, indicating a pre-print research paper."

"The article is sourced from ArXiv, indicating it is a pre-print of a scientific paper."

"The article's subject matter involves discrete equations and auto-traveling kinks of the φ⁶ model."

"The study focuses on the asymptotic momentum of Dirac particles."

"The research focuses on "stringy miracles" and flavor symmetries."

"The article is sourced from ArXiv, indicating a pre-print publication."

"The source is ArXiv, indicating a pre-print publication."

"The context mentions the article is from ArXiv, indicating a pre-print research paper."

"The article's source is ArXiv."

"A novel realization of linear seesaw model in a non-invertible selection rule with the assistance of $\mathbb Z_3$ symmetry."

"The article is sourced from ArXiv, indicating a pre-print scientific publication."

"The research focuses on extremal dyonic black holes in γ=1 Einstein-Maxwell-dilaton theory."

"The article is sourced from ArXiv."

"The source is an ArXiv paper."

"The article's focus is the QCD axion."

"The article's focus is on the entanglement of general subregions within time-dependent quantum states."

"The paper focuses on noncommutative Fourier transforms."

"The article's context is derived from ArXiv, implying a pre-peer-review scientific paper."