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Positronium laser cooling via the 1³S-2³P transition with a broadband laser pulse | Physics | Molecular Physics | 2,023 | https://arxiv.org/abs/2310.08760 | experiments/backtranslation/papers/33.pdf | We want to perform high-precision spectroscopy on positronium, but the atoms are produced with such a wide range of velocities that Doppler broadening obscures the measurements. Given positronium's extremely short lifetime, standard laser cooling techniques that sequentially address different velocity groups are simply... | <|start|>system<|message|>You are ChatGPT, a large language model trained by OpenAI.
Knowledge cutoff: 2024-06
Current date: 2025-09-16
Reasoning: medium
# Valid channels: analysis, commentary, final. Channel must be included for every message.<|end|><|start|>developer<|message|># Instructions
You are a knowledgeabl... | <|message|>We need to write a research proposal in markdown with three sections: Introduction, Proposal, Discussion. Must address cooling positronium atoms en masse despite short lifetimes and broad velocity distribution. Must propose a new method, plausible, testable, show novelty, etc. Likely idea: use stimulated Ram... | # **Research Proposal**
## 1. Introduction
**Research question** – *How can we remove Doppler broadening from a positronium (Ps) cloud whose atoms are born with a very wide velocity spread, when the available cooling time is limited to the ≈ 140 ns lifetime of ortho‑positronium?*
### Motivation
High‑precision... |
Long-lived valley states in bilayer graphene quantum dots
| Physics | Molecular Physics | 2,024 | https://arxiv.org/abs/2304.00980 | experiments/backtranslation/papers/34.pdf | The valley degree of freedom in bilayer graphene quantum dots is theoretically predicted to be a highly robust basis for quantum information, yet its fundamental relaxation time—the key metric for its stability—has never been experimentally measured. Given that we can already characterize the lifetimes for spin states ... | <|start|>system<|message|>You are ChatGPT, a large language model trained by OpenAI.
Knowledge cutoff: 2024-06
Current date: 2025-09-16
Reasoning: medium
# Valid channels: analysis, commentary, final. Channel must be included for every message.<|end|><|start|>developer<|message|># Instructions
You are a knowledgeabl... | <|message|>We need to write a research proposal in markdown with three sections: Introduction, Proposal, Discussion. Must address measuring valley relaxation time in bilayer graphene quantum dots, compare to spin lifetimes, determine stability.
Need hook. Provide precise idea: Use pulsed gate spectroscopy combined wit... | ## 1. Introduction
**Research question** – *How can we experimentally determine whether the valley degree of freedom in bilayer‑graphene (BLG) quantum dots (QDs) is intrinsically long‑lived enough to serve as a qubit, or whether it relaxes on a timescale that precludes practical use?*
### Motivation
Theory pre... |
Engineering spin coherence in core-shell diamond nanocrystals | Physics | Molecular Physics | 2,023 | https://arxiv.org/abs/2305.03075 | experiments/backtranslation/papers/35.pdf | The practical use of diamond nanocrystals as biological sensors is severely limited because magnetic noise from surface defects drastically shortens the qubit's coherence time, and this problem is worse for the very small particles needed for these applications. Given that fabricating smaller sensors from bulk diamond ... | <|start|>system<|message|>You are ChatGPT, a large language model trained by OpenAI.
Knowledge cutoff: 2024-06
Current date: 2025-09-16
Reasoning: medium
# Valid channels: analysis, commentary, final. Channel must be included for every message.<|end|><|start|>developer<|message|># Instructions
You are a knowledgeabl... | <|message|>We need to write a research proposal, pure Markdown, with sections: Introduction, Proposal, Discussion. Provide hook, novelty, testability etc. Idea: to suppress surface magnetic noise in diamond nanocrystals for NV center qubits.
We need a novel approach. Existing attempts: surface passivation, chemical tr... | ## 1. Introduction
**Research question** – *How can the magnetic noise originating from surface defects of diamond nanocrystals be fundamentally suppressed so that the intrinsic NV‑center spin retains long coherence (T₂) even in particles < 20 nm, without relying on bulk‑diamond micro‑fabrication or simple chemical ... |
Observation of vortices in a dipolar supersolid
| Physics | Molecular Physics | 2,024 | https://arxiv.org/abs/2403.18510 | experiments/backtranslation/papers/36.pdf | Proving the superfluid nature of a dipolar supersolid by observing its rotational response has been inconclusive because its crystal-like structure contributes a rigid-body motion that masks the irrotational flow. Given that any quantized vortices—the definitive sign of superfluidity—would form in the low-density gaps ... | <|start|>system<|message|>You are ChatGPT, a large language model trained by OpenAI.
Knowledge cutoff: 2024-06
Current date: 2025-09-16
Reasoning: medium
# Valid channels: analysis, commentary, final. Channel must be included for every message.<|end|><|start|>developer<|message|># Instructions
You are a knowledgeabl... | <|message|>We need to write a research proposal in markdown with three sections: Introduction, Proposal, Discussion. Must address how to detect quantized vortices in dipolar supersolid where they are hidden in low-density gaps. Provide a concrete experimental method.
Idea: Use phase-sensitive imaging via matter-wave i... | # Research Proposal
## 1. Introduction
### 1.1 Research question
*Can we obtain unequivocal experimental evidence for quantized vortices in a dipolar supersolid, despite the fact that the vortices are expected to reside in the low‑density inter‑droplet channels where standard absorption imaging is blind?*
#... |
Superconductivity in twisted bilayer WSe | Physics | Molecular Physics | 2,024 | https://arxiv.org/abs/2406.03418 | experiments/backtranslation/papers/37.pdf | Moiré heterostructures built from transition metal dichalcogenides are known to host flat electronic bands and various correlated states like Mott insulators, yet unlike in graphene systems, robust superconductivity has consistently failed to appear in experiments. Are we facing a fundamental limitation where the intri... | <|start|>system<|message|>You are ChatGPT, a large language model trained by OpenAI.
Knowledge cutoff: 2024-06
Current date: 2025-09-16
Reasoning: medium
# Valid channels: analysis, commentary, final. Channel must be included for every message.<|end|><|start|>developer<|message|># Instructions
You are a knowledgeabl... | <|message|>We need to produce a research proposal with the described sections. Must be markdown, no LaTeX unless mathematically required; seems conceptual. Provide hook, novelty, etc. Include clarity.
Need to address whether superconductivity is fundamentally suppressed or just missed narrow region. Propose a framewor... | # Research Proposal
## 1. Introduction
**Research question**
Moiré heterostructures of transition‑metal dichalcogenides (TMDs) routinely display narrow, interaction‑driven flat bands and a host of correlated insulating states. Yet, unlike twisted‑bilayer graphene, reproducible superconductivity has not been obs... |
Fault-tolerant quantum computation with a neutral atom processor
| Physics | Molecular Physics | 2,024 | https://arxiv.org/abs/2411.11822 | experiments/backtranslation/papers/38.pdf | "Implementing quantum error correction is critical, but the standard approach requires complex syndr(...TRUNCATED) | "<|start|>system<|message|>You are ChatGPT, a large language model trained by OpenAI.\nKnowledge cut(...TRUNCATED) | "<|message|>We need to produce a research proposal in markdown, with three sections: Introduction, P(...TRUNCATED) | "# **Research Proposal**\n\n## 1. Introduction \n\n**Research question** \n*How can we reliably de(...TRUNCATED) |
(Successful) Democracies Breed Their Own Support | Humanities | Sociology | 2,025 | https://economics.mit.edu/sites/default/files/2023-10/Successful%20Democracies%20Breed%20Their%20Own%20Support.pdf | experiments/backtranslation/papers/159.pdf | "While studies show that longer individual exposure to democracy correlates with greater support for(...TRUNCATED) | "<|start|>system<|message|>You are ChatGPT, a large language model trained by OpenAI.\nKnowledge cut(...TRUNCATED) | "<|message|>We need to produce a research proposal in markdown, with three sections: Introduction, P(...TRUNCATED) | "# Research Proposal \n\n## 1. Introduction \n\n**Research question** \n*How can we separate the (...TRUNCATED) |
The Institutional Origins of Shared Prosperity | Humanities | Sociology | 2,024 | https://shapingwork.mit.edu/wp-content/uploads/2025/06/johnson-2025-nobel-lecture-the-institutional-origins-of-shared-prosperity.pdf | experiments/backtranslation/papers/160.pdf | "The strong, persistent correlation between a country's economic prosperity and the quality of its i(...TRUNCATED) | "<|start|>system<|message|>You are ChatGPT, a large language model trained by OpenAI.\nKnowledge cut(...TRUNCATED) | "<|message|>We need to generate a research proposal in markdown, following template: Introduction, P(...TRUNCATED) | "# Research Proposal \n\n## 1. Introduction \n\n### Research Question \n*What is the causal effec(...TRUNCATED) |
"Learning from Ricardo and Thompson: Machinery and Labor in the Early Industrial Revolution, and in (...TRUNCATED) | Humanities | Sociology | 2,025 | https://economics.mit.edu/sites/default/files/2024-04/Learning%20from%20Ricardo%20and%20Thompson%20-%20Machinery%20and%20Labor%20in%20the%20Early%20Industrial%20Revolution%20-%20and%20in%20the%20Age%20of%20AI_0.pdf | experiments/backtranslation/papers/161.pdf | "Standard economic models predict that new machinery should raise overall productivity and eventuall(...TRUNCATED) | "<|start|>system<|message|>You are ChatGPT, a large language model trained by OpenAI.\nKnowledge cut(...TRUNCATED) | "<|message|>We need to produce a research proposal markdown, with sections Introduction, Proposal, D(...TRUNCATED) | "# Research Proposal \n**Title:** *The Institutional‑Adjustment‑Lag Framework: Why Early Textil(...TRUNCATED) |
Policy Experimentation in China: The Political Economy of Policy Learning | Humanities | Sociology | 2,024 | http://davidyyang.com/pdfs/experimentation_draft.pdf | experiments/backtranslation/papers/162.pdf | "Governments use local pilot programs to learn if new policies will be effective nationally, but thi(...TRUNCATED) | "<|start|>system<|message|>You are ChatGPT, a large language model trained by OpenAI.\nKnowledge cut(...TRUNCATED) | "<|message|>We need to write a research proposal in markdown, following the template: Introduction, (...TRUNCATED) | "## 1. Introduction \n\n### Research question \n*Governments routinely use locally‑run pilot pro(...TRUNCATED) |
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