避免地球生物大灭绝的科学倡议与行动平台
Science-driven initiatives to reduce global catastrophic risks and prevent mass extinction
避免地球生物大灭绝的科学倡议与行动平台
Science-driven initiatives to reduce global catastrophic risks and prevent mass extinction
Early Warning & Modeling（预警与建模）
Open Research Library（开放研究库）
Public Education & Preparedness（公众科普与应对能力）
研究项目 Research Programs
中文
AEEA 以科学为基础开展长期风险研究，聚焦可能导致全球性生态崩溃与生物大灭绝的关键机制与证据链，并建立可操作的监测与应对框架。所有研究项目遵循“可证伪假说—可复现流程—不确定性量化—对照检验”的标准。
English
AEEA conducts science-driven, long-horizon risk research focused on mechanisms and evidence chains that may contribute to global ecological collapse and mass extinction events. All projects follow a hypothesis-first, reproducible workflow with uncertainty quantification and control/robustness tests.
中文：证据等级 Evidence Level
A（高）：多来源数据支持，结论对方法选择鲁棒
B（中）：存在支持信号，但对数据/模型假设敏感
C（探索）：探索性假说阶段，目标是提出可证伪预测与验证路线
English: Evidence Level
A (High): supported by multiple data sources; robust to method choices
B (Moderate): suggestive signals but sensitive to assumptions/data/modeling
C (Exploratory): hypothesis exploration focused on falsifiable predictions and validation roadmaps
备注：当前五个项目均为 Planning（规划中），暂统一标注 C（探索）。
通用字段（每页顶部）
状态 Status：Planning / 规划中
证据等级 Evidence Level：C（Exploratory）
署名 Author：AEEA Research Team
URL 建议：/research/extinction-periodicity-hetu
标题：灭绝周期与古代模式假说（河图框架）
English Title: Extinction Periodicity and Ancient Pattern Hypotheses (HeTu Framework)
中文
本项目旨在评估“生物大灭绝是否存在稳健周期性”的统计证据，并探索将“河图模式”作为一种结构化假说框架，转化为可计算的模式编码（pattern encoding），从而生成可检验、可证伪的预测与验证路线。
English
This project evaluates statistical evidence for extinction periodicity and explores an “HeTu-inspired” structured hypothesis framework that can be translated into computable pattern encodings. The goal is to produce testable, falsifiable predictions and a transparent validation roadmap.
中文
对多套灭绝事件数据进行周期性检验，并量化年代不确定性传播
建立河图框架的“模式编码”定义，形成可计算指标体系
产出“预测—数据—检验”对照表（Prediction Table）与负结果策略
English
Test periodicity across multiple extinction datasets with uncertainty propagation
Define HeTu-inspired pattern encodings as computable indicators
Produce a prediction-to-data testing table and a negative-results protocol
H1：不同数据集与统计方法下，周期信号在不确定性范围内具有可重复性
H1: Periodic signals remain reproducible within uncertainty bounds across datasets/methods.
H2：河图模式可映射为一组可计算指标，对周期相位/节点给出可检验约束
H2: HeTu encodings yield computable constraints on phase/nodes that can be tested.
H3：若周期性主要由采样偏差/编目偏差产生，对照检验将显著削弱信号
H3: If driven by sampling/catalog bias, control tests will substantially weaken the signal.
中文
公共灭绝事件编目数据（多源交叉对照）
地质年代标尺与误差模型（用于误差传播与鲁棒性检验）
English
Public extinction event compilations (cross-validated across sources)
Geologic timescale uncertainty models for error propagation and robustness tests
中文
谱分析、贝叶斯周期模型、蒙特卡洛重采样
对照组：时间轴随机化/扰动、替代事件序列、不同抽样策略对比
公开发布负结果与敏感性分析
English
Spectral methods, Bayesian periodic models, Monte Carlo resampling
Controls: time-axis randomization/perturbation, surrogate sequences, sampling-scheme comparisons
Publication of negative results and sensitivity analyses
可复现代码与说明（Reproducible code + documentation）
周期性证据评估报告（含对照与负结果）
河图模式编码与预测表（HeTu encoding + Prediction Table）
Internal Working Paper（内部工作论文）
The 250-Million-Year Cycle and the HeTu Cross Framework — AEEA Research Team (In Preparation)
URL 建议：/research/dm-linked-extinction
标题：暗物质相关灭绝机制（假说检验计划）
English Title: Dark Matter–Linked Extinction Mechanisms (Hypothesis Testing Program)
中文
本项目系统梳理“暗物质—银河系/太阳系/地球系统—灭绝风险”的潜在耦合通道，重点输出可证伪预测与数据验证路线，并设置无需暗物质机制的对照模型，避免把相关性误判为因果。
English
This project reviews potential coupling pathways linking dark matter to Galaxy/Solar System/Earth-system dynamics and extinction risk. The focus is on falsifiable predictions, validation roadmaps, and explicit control models that do not require dark-matter mechanisms.
建立“机制候选清单—预测—数据映射”框架
Build a mechanism→prediction→data mapping framework
明确对照模型与鲁棒性检验流程
Define control models and robustness protocols
形成公开的验证路线图与优先级
Publish a prioritized validation roadmap
机制综述（Mechanism Review）
预测—数据映射表（Prediction-to-Data Map）
对照模型与敏感性分析模板（Controls & Sensitivity Template）
URL 建议：/research/impact-extinction-risk
标题：撞击驱动的灭绝风险与长期频率建模
English Title: Impact-Driven Extinction Risk and Long-Term Rate Modeling
中文
本项目围绕小行星/彗星撞击与大灭绝之间的证据链，建立“证据强度分级表（Impact Evidence Index）”，并构建长期撞击率与不确定性模型，为预警与治理提供可引用的量化依据。
English
This project builds an evidence-strength index for impact-related extinction links and develops long-term impact-rate models with uncertainty quantification to support actionable monitoring and governance.
Impact Evidence Index（证据分级：时间精度、地质标志一致性、多证据一致性）
撞击率模型与不确定性评估（Rate Model + Uncertainty Report）
风险简报（Policy Brief）：监测、预警与缓解策略概览
URL 建议：/research/dm-and-life-conditions
标题：暗物质与生命条件（天体生物学接口）
English Title: Dark Matter and the Conditions for Life (Astrobiology Interface)
中文
本项目从天体生物学视角讨论暗物质对宇宙结构形成的作用如何间接影响可居住性条件，并建立可观测指标框架与公开天文数据对接方案。
English
This project explores how dark matter’s role in structure formation may indirectly shape habitability conditions, and it defines observable indicator frameworks aligned with public astronomical datasets.
综述：DM—结构形成—恒星形成—辐射环境链条
可居住性相关结构指标候选集（Indicator Candidates）
公开数据对接计划（Data Integration Plan）
URL 建议：/research/dm-risk-governance
标题：暗物质作为长期风险因子（治理与预备）
English Title: Dark Matter as a Long-Horizon Risk Factor (Governance & Preparedness)
中文
本项目将高度不确定的科学假说转化为可操作的风险治理框架：定义可监测代理指标、触发阈值讨论机制、以及分层行动预案，形成标准化“Risk Playbook”。
English
This project translates high-uncertainty hypotheses into actionable risk governance by defining measurable proxies, trigger-criteria discussions, and tiered response playbooks in a standardized “Risk Playbook” format.
Risk Playbook v1（假说—指标—阈值—行动链条模板）
Dashboard Spec（指标仪表盘规范）
Trigger Criteria Draft（触发阈值讨论稿）
URL 建议：/research/library/250myr-hetu-cross-working-paper
Title：The 250-Million-Year Cycle and the HeTu Cross Framework
Type：Internal Working Paper
Author：AEEA Research Team
Status：In Preparation (Planning)
Suggested Citation：AEEA Research Team (Year). The 250-Million-Year Cycle and the HeTu Cross Framework (Internal Working Paper). Avoid Earth Extinction Association.
Abstract（双语）
中文
本文为探索性内部工作论文，提出一个将“灭绝周期假说”与“河图模式启发的结构化编码框架”相连接的研究路线。重点在于可检验预测、统计鲁棒性检验、对照组设置与可复现流程，而非预设结论。
English
This internal working paper outlines an exploratory roadmap linking extinction periodicity hypotheses with a structured pattern-encoding approach inspired by the HeTu diagram. The focus is on testable predictions, robustness controls, and reproducible workflows rather than predetermined conclusions.
中文
AEEA 研究遵循“可证伪、可复现、可审计”的原则。探索性假说将明确标注证据等级，并建立对照检验与敏感性分析。我们重视不确定性量化，必要时发布负结果，并欢迎独立复核与合作研究。
English
AEEA research follows falsifiability, reproducibility, and auditability. Exploratory hypotheses are clearly labeled with evidence levels and accompanied by control tests and sensitivity analyses. We emphasize uncertainty quantification, publish negative results when relevant, and welcome independent review and collaboration.
为了让你尽快上线，我建议先按以下导航落地：
/research（总览）
/research/extinction-periodicity-hetu
/research/dm-linked-extinction
/research/impact-extinction-risk
/research/dm-and-life-conditions
/research/dm-risk-governance
/research/library/250myr-hetu-cross-working-paper
项目 Programs
中文
AEEA 的项目体系以“可验证的科学研究 + 可操作的风险治理”为核心，面向长期、跨尺度的全球性风险，建立从机制研究、证据链整合到监测与预备行动的完整闭环。
English
AEEA programs combine verifiable science with actionable risk governance. We focus on long-horizon, cross-scale global risks and build an end-to-end loop—from mechanism research and evidence-chain synthesis to monitoring and preparedness.
中文标题：灭绝周期与模式假说
中文一句话：用可复现统计检验评估“周期性”，并将结构化模式框架转化为可计算、可证伪的预测。
English: Evaluate extinction periodicity with reproducible statistics and translate structured pattern frameworks into computable, falsifiable predictions.
CTA：View Projects / 查看项目 →（链接到项目列表锚点）
中文标题：暗物质与生命圈风险
中文一句话：系统梳理暗物质与银河系/太阳系/地球系统的潜在耦合通道，形成可证伪预测、验证路线与对照模型。
English: Review potential coupling pathways linking dark matter to Galaxy/Solar System/Earth-system dynamics and biosphere risk—focusing on falsifiable predictions, validation roadmaps, and explicit control models.
CTA：View Projects / 查看项目
中文标题：撞击风险与预备行动
中文一句话：整合小行星/彗星撞击证据链，构建频率与不确定性模型，为预警与政策简报提供量化依据。
English: Synthesize asteroid/comet impact evidence chains and build rate/uncertainty models to support early warning and policy briefs.
CTA：View Projects / 查看项目
Status：Planning / 规划中
Evidence Level：C (Exploratory) / C（探索）
Author：AEEA Research Team
中文标题：灭绝周期与古代模式假说（河图框架）
English: Extinction Periodicity and Ancient Pattern Hypotheses (HeTu Framework)
中文简介：评估灭绝事件序列的周期性证据，并将河图模式转化为可计算的结构编码，输出可检验预测与对照检验方案。
English blurb: Evaluate periodicity evidence across extinction datasets and translate HeTu-inspired patterns into computable encodings with testable predictions and control tests.
CTA：Learn more / 了解更多 → /research/extinction-periodicity-hetu
中文标题：暗物质相关灭绝机制（假说检验计划）
English: Dark Matter–Linked Extinction Mechanisms (Hypothesis Testing Program)
中文简介（已按你修改）：本项目系统梳理“暗物质—银河系/太阳系/地球系统—灭绝风险”的潜在耦合通道，重点输出可证伪预测与数据验证路线，并设置无需暗物质机制的对照模型，避免把相关性误判为因果。
English: This project reviews potential coupling pathways linking dark matter to Galaxy/Solar System/Earth-system dynamics and extinction risk. The focus is on falsifiable predictions, validation roadmaps, and explicit control models that do not require dark-matter mechanisms.
CTA：Learn more → /research/dm-linked-extinction
中文标题：撞击驱动的灭绝风险与长期频率建模
English: Impact-Driven Extinction Risk and Long-Term Rate Modeling
中文简介：建立撞击证据链分级（Impact Evidence Index），并构建长期撞击率与不确定性模型，为预警与治理提供可引用的量化依据。
English blurb: Build an Impact Evidence Index and long-term impact-rate models with uncertainty quantification to support early warning and governance.
CTA：Learn more → /research/impact-extinction-risk
中文标题：暗物质与生命条件（天体生物学接口）
English: Dark Matter and the Conditions for Life (Astrobiology Interface)
中文简介：从天体生物学视角建立“暗物质—结构形成—可居住性条件”的可观测指标框架，并对接公开天文数据。
English blurb: Define observable indicators linking dark matter, structure formation, and habitability conditions, aligned with public astronomical datasets.
CTA：Learn more → /research/dm-and-life-conditions
中文标题：暗物质作为长期风险因子（治理与预备）
English: Dark Matter as a Long-Horizon Risk Factor (Governance & Preparedness)
中文简介：将高不确定机制转化为可操作的风险治理：定义代理指标、阈值讨论机制与分层行动预案，形成 Risk Playbook 标准模板。
English blurb: Translate high-uncertainty mechanisms into actionable governance via measurable proxies, trigger criteria, and tiered response playbooks (Risk Playbook).
CTA：Learn more → /research/dm-risk-governance
中文（四步）
假说定义：把问题写成可证伪假说（H1/H2/H3）
数据与对照：明确数据来源与对照模型，避免相关性误判因果
可复现验证：发布方法、脚本与不确定性分析（必要时发布负结果）
行动化输出：形成监测指标、触发阈值讨论与政策/行动简报
English (4 steps)
Hypothesis-first: define falsifiable hypotheses (H1/H2/H3)
Data + Controls: specify datasets and control models to avoid correlation–causation errors
Reproducible validation: publish methods, code, and uncertainty analyses (including negative results when relevant)
Actionable outputs: produce monitoring indicators, trigger-criteria discussions, and policy/action briefs
中文：支持 AEEA 的研究与预备行动
按钮：Donate / 捐赠支持（链接 /donate）｜Partner / 合作（链接 /get-involved/partners）
English: Support AEEA’s research and preparedness work.
Buttons: Donate | Partner
中文：灭绝周期、河图框架与 AI 方法学
English: Extinction Cycles, HeTu Framework, and AI Methodology
中文：撞击风险与“暗彗星（Dark Comet）”假说
English: Impact Hazards and the “Dark Comet” Hypothesis
中文：暗物质耦合机制与灭绝风险（含对撞击率的可能影响）
English: Dark Matter Couplings to Extinction Risk (including potential modulation of impact rates)
中文：暗物质与生命，以及前沿工程探索（理论/高不确定）
English: Dark Matter, Life, and Frontier Engineering (theoretical/high-uncertainty)
对外展示时：A/B/C 放在页面上半部分（核心），D 放在“Frontier”区块并加醒目标注。
统一：Status = Planning；Author = AEEA Research Team；Evidence Level 初始为 C（Exploratory）。
中文标题：生物大灭绝周期与河图框架（含 AI 架构与算法优化）
English: Extinction Periodicity and the HeTu Framework (with AI Architecture & Algorithm Optimization)
中文简介（对外版）
本项目评估大灭绝事件序列的周期性证据与统计鲁棒性，并将河图启发的模式框架转化为可计算编码；同时构建与优化 AI/统计混合流水线，用于不确定性传播、对照检验与可复现验证。
English
This program evaluates statistical evidence for extinction periodicity and translates HeTu-inspired patterns into computable encodings. It also develops and optimizes hybrid AI/statistical pipelines for uncertainty propagation, control tests, and reproducible validation.
交付物（对外可写）：可复现代码库、周期检验报告、HeTu 编码与预测表、AI 训练/验证规范与基准测试（benchmark）。
中文标题：灭绝事件与小行星/彗星撞击关系（含“暗彗星 Dark Comet”与“暗彗星带”假说）
English: Extinction Events and Asteroid/Comet Impacts (including the “Dark Comet” and “Dark Comet Belt” Hypotheses)
中文简介（对外版）
本项目整合撞击证据链与年代学不确定性，评估撞击在不同灭绝事件中的证据强度，并提出可检验的“暗彗星（Dark Comet）/暗彗星带”探索性假说，形成观测验证路线与对照模型。
English
This program synthesizes impact evidence chains with chronological uncertainties to assess the strength of impact links across extinction events. It further proposes exploratory “Dark Comet / Dark Comet Belt” hypotheses with testable observational roadmaps and explicit control models.
备注建议（官网脚注）
将“本人第一个提出”改为更稳健的表述：“AEEA proposes the Dark Comet hypothesis as an exploratory concept”，避免陷入优先权争论影响合作。
中文标题：暗物质与生物大灭绝的关系（含对撞击率/彗星扰动的潜在影响）
English: Dark Matter and Mass Extinction Risk (including potential links to impact-rate modulation)
中文简介（按你修改后再加强版）
本项目系统梳理“暗物质—银河系/太阳系/地球系统—灭绝风险”的潜在耦合通道，重点输出可证伪预测与数据验证路线，并设置无需暗物质机制的对照模型，避免把相关性误判为因果；其中包含对“暗物质是否影响小天体轨道分布与撞击率”的可检验推论框架。
English
This project reviews potential coupling pathways linking dark matter to Galaxy/Solar System/Earth-system dynamics and extinction risk. The focus is on falsifiable predictions, validation roadmaps, and explicit control models that do not require dark-matter mechanisms, including testable implications for whether dark matter could modulate small-body dynamics and impact rates.
中文标题：暗物质与生命（含“暗物质启发的基因优化”计算框架）
English: Dark Matter and Life (including a dark-matter-inspired computational framework for genetic optimization)
对外呈现的关键建议（非常重要）
“基因优化技术”这一表述在公众语境里容易被理解为直接生物工程/实验操作。为了合规与可信度，建议官网写成：
“基于暗物质假说启发的生物信息学/计算优化框架（computational biology & optimization）”
明确声明：不提供任何实验操作流程，不涉及病原体、毒素或提升生物危害能力的内容。
中文简介（安全合规版）
本项目探索暗物质相关假说在天体生物学与生命条件问题中的潜在启发，并在严格伦理与安全边界下，发展“计算生物学/生物信息学”层面的模型与优化框架，用于研究基因与环境适应性等问题的可计算表述（不包含实验性操作流程）。
English (safe framing)
This program explores how dark-matter-related hypotheses may inform astrobiology and conditions for life, and—within strict ethics and safety boundaries—develops computational biology and bioinformatics modeling/optimization frameworks (without experimental protocols).
中文标题：暗物质与避免大灭绝的方法学（含“时间结构/时间工程”理论探索）
English: Dark Matter and Approaches to Extinction Prevention (including theoretical exploration of time-structure engineering)
对外呈现建议
“用暗物质制造时间机器”属于极高争议与高不确定命题。为了不损害 AEEA 的整体可信度，建议官网这样表述：
改为：“时间结构工程（time-structure engineering）/时空动力学的理论探索”
强调：理论边界、物理约束、可证伪条件，并避免任何“可实现承诺”。
中文简介（稳健版）
本项目在风险治理框架下，研究暗物质相关假说能否导出新的监测指标、触发阈值与应对策略；并将“时间结构/时空动力学”作为理论探索方向，聚焦物理约束、可证伪条件与对现有观测的兼容性评估。
English
This program develops governance-ready monitoring indicators, trigger criteria, and response strategies under dark-matter-related hypotheses, and includes a frontier, theoretical exploration of time-structure/spacetime dynamics—focused on physical constraints, falsifiability, and observational compatibility.
页面上半：Program 1–3（Core Programs）
页面下半：Program 4–5（Frontier Explorations）加一个醒目的灰框说明：
Frontier Explorations 声明（中英）
中文：本区项目为探索性与理论性研究，旨在提出可证伪预测与约束条件，不代表已被证实的结论或可实现工程承诺。
English: Frontier items are exploratory/theoretical. They aim to generate falsifiable predictions and constraints and do not represent confirmed results or engineering promises.
中文标题：AEEA 项目体系
中文副标题：以可验证的科学研究与可操作的风险治理为核心，推进对生物大灭绝风险的长期研究、监测与预备行动。
按钮：
查看研究 Research → /research
支持我们 Donate → /donate
English Title: AEEA Programs
English Subtitle: We combine verifiable science with actionable risk governance to address long-horizon mass-extinction risks through research, monitoring, and preparedness.
Buttons:
Explore Research → /research
Donate → /donate
Track A 灭绝周期、河图框架与 AI 方法学 → #track-a
Track B 撞击风险与“暗彗星”假说 → #track-b
Track C 暗物质耦合机制与灭绝风险 → #track-c
Track D 暗物质、生命与前沿工程探索 → #track-d
Programs 项目列表 → #programs
Get Involved 参与方式 → #get-involved
中文简介：用可复现统计检验评估“灭绝周期性”，并将河图启发的模式框架转化为可计算编码；同步优化 AI/统计混合流水线，用于不确定性传播、对照检验与可复现验证。
CTA：查看相关项目 → #program-1
English: Extinction Cycles, HeTu Framework, and AI Methodology
Evaluate extinction periodicity with reproducible statistics, translate HeTu-inspired patterns into computable encodings, and develop hybrid AI/statistical pipelines for uncertainty propagation, controls, and reproducible validation.
CTA: View related program → #program-1
中文简介：整合小行星/彗星撞击证据链与年代不确定性，构建证据分级与频率模型；提出“暗彗星/暗彗星带”作为探索性概念，并制定可证伪的观测验证路线与对照模型。
CTA：查看相关项目 → #program-2
English: Impact Hazards and the “Dark Comet” Hypothesis
Synthesize asteroid/comet impact evidence with chronological uncertainties, build evidence grading and rate models, and introduce “Dark Comet / Dark Comet Belt” as exploratory concepts with falsifiable observational roadmaps and explicit controls.
CTA: View related program → #program-2
中文简介：系统梳理“暗物质—银河系/太阳系/地球系统—灭绝风险”的潜在耦合通道，输出可证伪预测、数据验证路线与无需暗物质机制的对照模型，避免把相关性误判为因果。
CTA：查看相关项目 → #program-3
English: Dark Matter Couplings to Extinction Risk (including potential impact-rate modulation)
Review potential coupling pathways linking dark matter to Galaxy/Solar System/Earth-system dynamics and extinction risk, focusing on falsifiable predictions, validation roadmaps, and control models that do not require dark-matter mechanisms.
CTA: View related program → #program-3
中文简介：在严格伦理与安全边界内，探索暗物质相关假说对生命条件与风险治理的潜在启发；同时开展前沿理论探索（例如时间结构/时空动力学），聚焦物理约束、可证伪条件与观测兼容性评估。
CTA：查看相关项目 → #program-4、#program-5
English: Dark Matter, Life, and Frontier Engineering (theoretical/high-uncertainty)
Within strict ethics and safety boundaries, explore how dark-matter-related hypotheses may inform life conditions and risk governance, alongside frontier theoretical work on time-structure/spacetime dynamics focused on constraints, falsifiability, and observational compatibility.
CTA: View related programs → #program-4, #program-5
统一标注：Status：Planning / 规划中；Evidence Level：C（Exploratory / 探索）；Author：AEEA Research Team
中文标题：生物大灭绝周期与河图框架（含 AI 架构与算法优化）
中文一句话：周期性证据 + 河图编码 + AI/统计混合验证流水线。
链接：了解更多 → /research/extinction-periodicity-hetu
English: Extinction Periodicity and the HeTu Framework (with AI Architecture & Algorithm Optimization)
One-liner: Periodicity evidence, HeTu pattern encodings, and hybrid AI/statistical validation pipelines.
Link: Learn more → /research/extinction-periodicity-hetu
中文标题：灭绝事件与小行星/彗星撞击关系（含“暗彗星/暗彗星带”假说）
中文一句话：证据分级 + 频率模型 + “暗彗星”可证伪观测路线与对照组。
链接：了解更多 → /research/impact-dark-comet
English: Extinction Events and Asteroid/Comet Impacts (including “Dark Comet / Dark Comet Belt” hypotheses)
One-liner: Evidence grading, rate modeling, and falsifiable observational roadmaps with explicit controls.
Link: Learn more → /research/impact-dark-comet
中文标题：暗物质与生物大灭绝的关系（含对撞击率/轨道扰动的潜在影响）
中文一句话：暗物质—银河系/太阳系/地球系统耦合通道梳理 + 可证伪预测 + 对照模型。
链接：了解更多 → /research/dm-linked-extinction
English: Dark Matter and Mass Extinction Risk (including potential impact-rate modulation)
One-liner: Coupling pathways across Galaxy/Solar System/Earth-system dynamics, falsifiable predictions, and control models.
Link: Learn more → /research/dm-linked-extinction
中文标题：暗物质与生命（含“暗物质启发的基因优化”计算框架）
中文一句话：仅限计算生物学/生物信息学建模与优化框架；不包含实验操作流程。
链接：了解更多 → /research/dm-life-computational
English: Dark Matter and Life (including a dark-matter-inspired computational framework for genetic optimization)
One-liner: Computational biology/bioinformatics modeling and optimization only—no experimental protocols.
Link: Learn more → /research/dm-life-computational
中文标题：暗物质与避免大灭绝的方法学（含“时间结构工程/时空动力学”理论探索）
中文一句话：以风险治理为主，辅以前沿理论探索；不做工程可实现承诺。
链接：了解更多 → /research/dm-governance-time-structure
English: Dark Matter and Approaches to Extinction Prevention (including theoretical time-structure/spacetime dynamics)
One-liner: Governance-first with frontier theory exploration—no engineering feasibility claims.
Link: Learn more → /research/dm-governance-time-structure
中文：本区项目为探索性与理论性研究，旨在提出可证伪预测与约束条件，不代表已被证实的结论或可实现工程承诺。
English: Frontier items are exploratory/theoretical. They aim to generate falsifiable predictions and constraints and do not represent confirmed results or engineering promises.
中文
Donate / 捐赠支持 → /donate
Partner / 合作研究与数据共享 → /get-involved/partners
Volunteer / 志愿者（翻译、数据、开发、传播） → /get-involved/volunteer
Subscribe / 订阅动态 → /subscribe
English
Donate → /donate
Partner (research & data collaboration) → /get-involved/partners
Volunteer (translation, data, engineering, outreach) → /get-involved/volunteer
Subscribe → /subscribe
统一：Status：Planning / 规划中；Evidence Level：C（Exploratory）；Author：AEEA Research Team
建议每页侧栏固定显示：Status / Evidence Level / Author / Last updated / Contact。
URL：/research/extinction-periodicity-hetu
Title：生物大灭绝周期与河图框架（含 AI 架构与算法优化）
English: Extinction Periodicity and the HeTu Framework (with AI Architecture & Algorithm Optimization)
中文：评估灭绝事件序列周期性证据与统计鲁棒性，将河图启发的模式框架转化为可计算编码，并构建 AI/统计混合流水线用于不确定性传播、对照检验与可复现验证。
English: Evaluate periodicity evidence with robustness checks, translate HeTu-inspired patterns into computable encodings, and develop hybrid AI/statistical pipelines for uncertainty propagation, control tests, and reproducible validation.
周期检验：多数据集、多方法一致性与显著性评估
编码框架：HeTu pattern encoding 的可计算定义与指标体系
AI 方法学：模型基准、交叉验证、敏感性分析与复现规范
H1：周期信号在不确定性范围内跨数据集可重复
H2：HeTu 编码对相位/节点提出可检验约束
H3：对照检验显著削弱时说明偏差主导
Reproducible code + benchmark suite
周期证据评估报告（含负结果与对照组）
HeTu 编码与预测表（Prediction Table）
URL：/research/impact-dark-comet
Title：灭绝事件与小行星/彗星撞击关系（含“暗彗星/暗彗星带”假说）
English: Extinction Events and Asteroid/Comet Impacts (including “Dark Comet / Dark Comet Belt” hypotheses)
中文：本项目整合撞击证据链与年代学不确定性，评估撞击在不同灭绝事件中的证据强度，并提出“暗彗星（Dark Comet）/暗彗星带（Dark Comet Belt）”作为探索性概念，形成可证伪观测验证路线与对照模型。
English: This program synthesizes impact evidence chains with chronological uncertainties to assess impact links across extinction events, and introduces “Dark Comet / Dark Comet Belt” as exploratory concepts with falsifiable observational roadmaps and explicit control models.
Impact Evidence Index：证据分级（年代精度、地质标志一致性、多证据一致性）
Rate & Uncertainty Model：长期频率与不确定性评估
Validation Roadmap：把“暗彗星/暗彗星带”拆解为可证伪预测清单（Prediction Table）
中文：所有“暗彗星”相关推论必须与无需暗彗星机制的标准模型对照，避免把相关性误判为因果。
English: All Dark Comet–related implications are evaluated against standard models that do not require Dark Comet mechanisms to avoid correlation–causation errors.
中文：
“暗彗星/暗彗星带”目前为探索性概念，用于提出可证伪预测与约束条件。
本项目不作确定性结论承诺，研究结果以公开数据、可复现方法与对照检验为准。
English:
“Dark Comet / Dark Comet Belt” are exploratory concepts intended to generate falsifiable predictions and constraints.
No definitive claims are made at this stage; conclusions will rely on public data, reproducible methods, and explicit control tests.
URL：/research/dm-linked-extinction
Title：暗物质与生物大灭绝的关系（含对撞击率/轨道扰动的潜在影响）
English: Dark Matter and Mass Extinction Risk (including potential impact-rate modulation)
中文：本项目系统梳理“暗物质—银河系/太阳系/地球系统—灭绝风险”的潜在耦合通道，重点输出可证伪预测与数据验证路线，并设置无需暗物质机制的对照模型，避免把相关性误判为因果；其中包含对“暗物质是否影响小天体轨道分布与撞击率”的可检验推论框架。
English: This project reviews potential coupling pathways linking dark matter to Galaxy/Solar System/Earth-system dynamics and extinction risk. The focus is on falsifiable predictions, validation roadmaps, and explicit control models that do not require dark-matter mechanisms, including testable implications for whether dark matter could modulate small-body dynamics and impact rates.
Mechanism Review（机制综述）
Prediction-to-Data Map（预测—数据映射表）
Controls & Sensitivity Template（对照模型与敏感性分析模板）
URL：/research/dm-life-computational
Title：暗物质与生命（含“暗物质启发的基因优化”计算框架）
English: Dark Matter and Life (including a dark-matter-inspired computational framework for genetic optimization)
中文：本项目探索暗物质相关假说在天体生物学与生命条件问题中的潜在启发，并在严格伦理与安全边界下发展“计算生物学/生物信息学”的建模与优化框架，用于研究基因与环境适应性等问题的可计算表述（不包含实验性操作流程）。
English: This program explores how dark-matter-related hypotheses may inform astrobiology and conditions for life, and—within strict ethics and safety boundaries—develops computational biology and bioinformatics modeling/optimization frameworks (without experimental protocols).
计算模型：理论建模、统计推断、优化与仿真
数据层：公开数据库/文献汇总/合规数据使用
输出：指标框架、可复现代码、方法学报告
中文：不提供、也不发布任何湿实验操作流程；不涉及病原体、毒素或提升生物危害能力的内容；不提供用于实验实施的具体步骤或参数。
English: No wet-lab protocols are provided or published. We do not work on pathogens/toxins or content that increases biological harm capabilities, and we do not provide actionable steps or parameters for experimental implementation.
中文：AEEA 将所有生命相关研究限定在公开数据与计算建模范围内，并遵循伦理与安全审查原则；任何可能产生误用风险的细节将不公开。
English: AEEA confines life-related work to public data and computational modeling and follows ethics/safety review principles; details with misuse risk will not be published.
URL：/research/dm-governance-time-structure
Title：暗物质与避免大灭绝的方法学（含“时间结构工程/时空动力学”理论探索）
English: Dark Matter and Approaches to Extinction Prevention (including theoretical time-structure/spacetime dynamics)
中文：本项目以风险治理为主线，将暗物质相关假说转化为可操作的监测指标、触发阈值与分层预备行动；同时包含前沿理论探索（时间结构/时空动力学），聚焦物理约束、可证伪条件与观测兼容性评估，不作工程可实现承诺。
English: This program is governance-first: it translates dark-matter-related hypotheses into monitoring indicators, trigger criteria, and tiered preparedness actions. It also includes frontier theoretical exploration of time-structure/spacetime dynamics focused on physical constraints, falsifiability, and observational compatibility—without engineering feasibility claims.
Risk Playbook v1（假说—指标—阈值—行动模板）
Dashboard Spec（仪表盘指标规范）
Trigger Criteria Draft（触发阈值讨论稿）
Frontier Theory Notes（前沿理论笔记：约束条件与可证伪预言清单）
中文：本页“时间结构/时空动力学”内容属于探索性理论研究，目标是提出约束条件与可证伪预测，并不代表可实现工程方案或“时间机器”承诺。
English: The time-structure/spacetime component is exploratory theory aimed at constraints and falsifiable predictions; it does not imply an implementable engineering system or any “time machine” claim.
中文：AEEA 将探索性假说明确标注为 Evidence Level C，并配套对照检验与敏感性分析。前沿理论研究用于产生可证伪预测与约束条件，不构成工程实现承诺。涉及生命科学的内容限定为公开数据与计算建模，不发布任何实验性操作流程。
English: AEEA labels exploratory hypotheses as Evidence Level C with control tests and sensitivity analyses. Frontier theory work is intended for falsifiable predictions and constraints, not engineering promises. Life-science–adjacent content is limited to public data and computational modeling; no experimental protocols are published.