Datasets:

IDEA-FinAI
/

TB-MathModel

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wxj630/cumcm-2023-a-heliostat-field	# Original Contest Problem ## 2023年 CUMCM A题：定日镜场的优化设计 2023 年高教社杯全国大学生数学建模竞赛题目（请先阅读“全国大学生数学建模竞赛论文格式规范”） A 题定日镜场的优化设计构建以新能源为主体的新型电力系统，是我国实现“碳达峰”“碳中和”目标的一项重要措施。塔式太阳能光热发电是一种低碳环保的新型清洁能源技术[1]。定日镜是塔式太阳能光热发电站（以下简称塔式电站）收集太阳能的基本组件，其底座由纵向转轴和水平转轴组成，平面反射镜安装在水平转轴上。纵向转轴的轴线与地面垂直，可以控制反射镜的方位角。水平转轴的轴线与地面平行，可以控制反射镜的俯仰角，定日镜及底座示...	CUMCM 2023 A: heliostat field design	[ "math-modeling", "cumcm", "2023", "problem-a", "math-modeling-contest" ]	1.3	{ "schema_version": "1.3", "artifacts": [ "/root/results/cumcm-2023-a-heliostat-field_result.json" ], "task": { "name": "wxj630/cumcm-2023-a-heliostat-field", "description": "CUMCM 2023 A: heliostat field design", "keywords": [ "math-modeling", "cumcm", "2023", "problem-a...	{ "author_name": "Xiaojun Wu", "author_email": "wuxiaojun@pku.edu.cn", "author_organization": "The Hong Kong University of Science and Technology (Guangzhou)", "author_profile": "https://scholar.google.com/citations?user=nWK11zgAAAAJ&hl=zh-CN", "conflicts_of_interest": "None", "difficulty_explanation": "Thi...	[ "environment/Dockerfile", "environment/data/attachments/A题.pdf", "environment/data/attachments/INDEX.md", "environment/data/attachments/result2.xlsx", "environment/data/attachments/result3.xlsx", "environment/data/attachments/附件.xlsx", "environment/data/figures/fig_1.png", "environment/data/figures/fi...	tasks/CUMCM/cumcm-2023-a-heliostat-field
wxj630/cumcm-2023-b-multibeam-lines	# Original Contest Problem ## 2023年 CUMCM B题：多波束测线问题 2023 年高教社杯全国大学生数学建模竞赛题目（请先阅读“全国大学生数学建模竞赛论文格式规范”） B 题多波束测线问题单波束测深是利用声波在水中的传播特性来测量水体深度的技术。声波在均匀介质中作匀速直线传播，在不同界面上产生反射，利用这一原理，从测量船换能器垂直向海底发射声波信号，并记录从声波发射到信号接收的传播时间，通过声波在海水中的传播速度和传播时间计算出海水的深度，其工作原理如图1 所示。由于单波束测深过程中采取单点连续的测量方法，因此，其测深数据分布的特点是，沿航迹的数据十分密集，而在测线间没有数据。...	CUMCM 2023 B: multibeam survey-line layout	[ "math-modeling", "cumcm", "2023", "problem-b", "math-modeling-contest" ]	1.3	{ "schema_version": "1.3", "artifacts": [ "/root/results/cumcm-2023-b-multibeam-lines_result.json" ], "task": { "name": "wxj630/cumcm-2023-b-multibeam-lines", "description": "CUMCM 2023 B: multibeam survey-line layout", "keywords": [ "math-modeling", "cumcm", "2023", "pro...	{ "author_name": "Xiaojun Wu", "author_email": "wuxiaojun@pku.edu.cn", "author_organization": "The Hong Kong University of Science and Technology (Guangzhou)", "author_profile": "https://scholar.google.com/citations?user=nWK11zgAAAAJ&hl=zh-CN", "conflicts_of_interest": "None", "difficulty_explanation": "Thi...	[ "environment/Dockerfile", "environment/data/attachments/B题.pdf", "environment/data/attachments/INDEX.md", "environment/data/attachments/result1.xlsx", "environment/data/attachments/result2.xlsx", "environment/data/attachments/附件.xlsx", "environment/data/figures/fig_1.png", "environment/data/figures/fi...	tasks/CUMCM/cumcm-2023-b-multibeam-lines
wxj630/cumcm-2023-c-vegetable-pricing	# Original Contest Problem ## 2023年 CUMCM C题：蔬菜类商品的自动定价与补货决策 C 题蔬菜类商品的自动定价与补货决策在生鲜商超中，一般蔬菜类商品的保鲜期都比较短，且品相随销售时间的增加而变差，大部分品种如当日未售出，隔日就无法再售。因此，商超通常会根据各商品的历史销售和需求情况每天进行补货。由于商超销售的蔬菜品种众多、产地不尽相同，而蔬菜的进货交易时间通常在凌晨3:00- 4:00，为此商家须在不确切知道具体单品和进货价格的情况下，做出当日各蔬菜品类的补货决策。蔬菜的定价一般采用“成本加成定价”方法，商超对运损和品相变差的商品通常进行打折销售。可靠的市场需求分析，对补货决策...	CUMCM 2023 C: vegetable pricing and replenishment	[ "math-modeling", "cumcm", "2023", "problem-c", "math-modeling-contest" ]	1.3	{ "schema_version": "1.3", "artifacts": [ "/root/results/cumcm-2023-c-vegetable-pricing_result.json" ], "task": { "name": "wxj630/cumcm-2023-c-vegetable-pricing", "description": "CUMCM 2023 C: vegetable pricing and replenishment", "keywords": [ "math-modeling", "cumcm", "2023",...	{ "author_name": "Xiaojun Wu", "author_email": "wuxiaojun@pku.edu.cn", "author_organization": "The Hong Kong University of Science and Technology (Guangzhou)", "author_profile": "https://scholar.google.com/citations?user=nWK11zgAAAAJ&hl=zh-CN", "conflicts_of_interest": "None", "difficulty_explanation": "Thi...	[ "environment/Dockerfile", "environment/data/attachments/C题.pdf", "environment/data/attachments/INDEX.md", "environment/data/attachments/附件1.xlsx", "environment/data/attachments/附件2.xlsx", "environment/data/attachments/附件3.xlsx", "environment/data/attachments/附件4.xlsx", "environment/data/output_schema....	tasks/CUMCM/cumcm-2023-c-vegetable-pricing
wxj630/cumcm-2024-a-dragon-dance	# Original Contest Problem ## 2024年 CUMCM A题：板凳龙” 闹元宵 1 2024 年高教社杯全国大学生数学建模竞赛题目（请先阅读“全国大学生数学建模竞赛论文格式规范”） A 题 “板凳龙” 闹元宵 “板凳龙”，又称“盘龙”，是浙闽地区的传统地方民俗文化活动。人们将少则几十条，多则上百条的板凳首尾相连，形成蜿蜒曲折的板凳龙。盘龙时，龙头在前领头，龙身和龙尾相随盘旋，整体呈圆盘状。一般来说，在舞龙队能够自如地盘入和盘出的前提下，盘龙所需要的面积越小、行进速度越快，则观赏性越好。某板凳龙由 223 节板凳组成，其中第 1 节为龙头，后面 221 节为龙身，最后 1 节为...	CUMCM 2024 A: dragon-dance bench kinematics	[ "math-modeling", "cumcm", "2024", "problem-a", "math-modeling-contest" ]	1.3	{ "schema_version": "1.3", "artifacts": [ "/root/results/cumcm-2024-a-dragon-dance_result.json" ], "task": { "name": "wxj630/cumcm-2024-a-dragon-dance", "description": "CUMCM 2024 A: dragon-dance bench kinematics", "keywords": [ "math-modeling", "cumcm", "2024", "problem-...	{ "author_name": "Xiaojun Wu", "author_email": "wuxiaojun@pku.edu.cn", "author_organization": "The Hong Kong University of Science and Technology (Guangzhou)", "author_profile": "https://scholar.google.com/citations?user=nWK11zgAAAAJ&hl=zh-CN", "conflicts_of_interest": "None", "difficulty_explanation": "Thi...	[ "environment/Dockerfile", "environment/data/attachments/A题.pdf", "environment/data/attachments/INDEX.md", "environment/data/attachments/result1.xlsx", "environment/data/attachments/result2.xlsx", "environment/data/attachments/result4.xlsx", "environment/data/figures/fig_1.png", "environment/data/figur...	tasks/CUMCM/cumcm-2024-a-dragon-dance
wxj630/cumcm-2024-b-production-decision	# Original Contest Problem ## 2024年 CUMCM B题：生产过程中的决策 2024 年高教社杯全国大学生数学建模竞赛题目（请先阅读“全国大学生数学建模竞赛论文格式规范”） B 题生产过程中的决策问题某企业生产某种畅销的电子产品，需要分别购买两种零配件（零配件 1 和零配件 2），在企业将两个零配件装配成成品。在装配的成品中，只要其中一个零配件不合格，则成品一定不合格；如果两个零配件均合格，装配出的成品也不一定合格。对于不合格成品，企业可以选择报废，或者对其进行拆解，拆解过程不会对零配件造成损坏，但需要花费拆解费用。请建立数学模型，解决以下问题：问题 1 供应商声称...	CUMCM 2024 B: production-process decision optimization	[ "math-modeling", "cumcm", "2024", "problem-b", "math-modeling-contest" ]	1.3	{ "schema_version": "1.3", "artifacts": [ "/root/results/cumcm-2024-b-production-decision_result.json" ], "task": { "name": "wxj630/cumcm-2024-b-production-decision", "description": "CUMCM 2024 B: production-process decision optimization", "keywords": [ "math-modeling", "cumcm", ...	{ "author_name": "Xiaojun Wu", "author_email": "wuxiaojun@pku.edu.cn", "author_organization": "The Hong Kong University of Science and Technology (Guangzhou)", "author_profile": "https://scholar.google.com/citations?user=nWK11zgAAAAJ&hl=zh-CN", "conflicts_of_interest": "None", "difficulty_explanation": "Thi...	[ "environment/Dockerfile", "environment/data/attachments/B题.pdf", "environment/data/attachments/INDEX.md", "environment/data/figures/fig_1.png", "environment/data/output_schema.json", "environment/data/problem.md", "environment/data/repo/cumcm/source_materials/extracted/2024_pmkWxf8H9cfe9984c1a1a5b1263e5...	tasks/CUMCM/cumcm-2024-b-production-decision
wxj630/cumcm-2024-c-crop-planting	# Original Contest Problem ## 2024年 CUMCM C题：农作物的种植策略 2024 年高教社杯全国大学生数学建模竞赛题目（请先阅读“全国大学生数学建模竞赛论文格式规范”） C 题农作物的种植策略根据乡村的实际情况，充分利用有限的耕地资源，因地制宜，发展有机种植产业，对乡村经济的可持续发展具有重要的现实意义。选择适宜的农作物，优化种植策略，有利于方便田间管理，提高生产效益，减少各种不确定因素可能造成的种植风险。某乡村地处华北山区，常年温度偏低，大多数耕地每年只能种植一季农作物。该乡村现有露天耕地 1201 亩，分散为 34 个大小不同的地块，包括平旱地、梯田、山坡地和水浇地 4 ...	CUMCM 2024 C: crop-planting strategy optimization	[ "math-modeling", "cumcm", "2024", "problem-c", "math-modeling-contest" ]	1.3	{ "schema_version": "1.3", "artifacts": [ "/root/results/cumcm-2024-c-crop-planting_result.json" ], "task": { "name": "wxj630/cumcm-2024-c-crop-planting", "description": "CUMCM 2024 C: crop-planting strategy optimization", "keywords": [ "math-modeling", "cumcm", "2024", "...	{ "author_name": "Xiaojun Wu", "author_email": "wuxiaojun@pku.edu.cn", "author_organization": "The Hong Kong University of Science and Technology (Guangzhou)", "author_profile": "https://scholar.google.com/citations?user=nWK11zgAAAAJ&hl=zh-CN", "conflicts_of_interest": "None", "difficulty_explanation": "Thi...	[ "environment/Dockerfile", "environment/data/attachments/C题.pdf", "environment/data/attachments/INDEX.md", "environment/data/attachments/result1_1.xlsx", "environment/data/attachments/result1_2.xlsx", "environment/data/attachments/result2.xlsx", "environment/data/attachments/附件1.xlsx", "environment/dat...	tasks/CUMCM/cumcm-2024-c-crop-planting
wxj630/cumcm-2025-a-smoke-screen	# Original Contest Problem ## 2025年 CUMCM A题：烟幕干扰弹的投放策略 2025 年高教社杯全国大学生数学建模竞赛题目（请先阅读“全国大学生数学建模竞赛论文格式规范”） A 题烟幕干扰弹的投放策略烟幕干扰弹主要通过化学燃烧或爆炸分散形成烟幕或气溶胶云团，在目标前方特定空域形成遮蔽，干扰敌方导弹，具有成本低、效费比高等优点。随着烟幕干扰技术的不断发展，现已有多种投放方式完成烟幕干扰弹的定点精确抛撒，即在抛撒前能精确控制烟幕干扰弹到达预定位置，通过时间引信时序控制起爆时间。现考虑运用无人机完成烟幕干扰弹的投放策略问题。具有长续航能力的无人机挂载某型烟幕干扰弹在特定空域巡飞，受...	CUMCM 2025 A: UAV smoke-screen strategy	[ "math-modeling", "cumcm", "2025", "problem-a", "math-modeling-contest" ]	1.3	{ "schema_version": "1.3", "artifacts": [ "/root/results/cumcm-2025-a-smoke-screen_result.json" ], "task": { "name": "wxj630/cumcm-2025-a-smoke-screen", "description": "CUMCM 2025 A: UAV smoke-screen strategy", "keywords": [ "math-modeling", "cumcm", "2025", "problem-a", ...	{ "author_name": "Xiaojun Wu", "author_email": "wuxiaojun@pku.edu.cn", "author_organization": "The Hong Kong University of Science and Technology (Guangzhou)", "author_profile": "https://scholar.google.com/citations?user=nWK11zgAAAAJ&hl=zh-CN", "conflicts_of_interest": "None", "difficulty_explanation": "Thi...	[ "environment/Dockerfile", "environment/data/attachments/A题.pdf", "environment/data/attachments/INDEX.md", "environment/data/attachments/result1.xlsx", "environment/data/attachments/result2.xlsx", "environment/data/attachments/result3.xlsx", "environment/data/output_schema.json", "environment/data/prob...	tasks/CUMCM/cumcm-2025-a-smoke-screen
wxj630/cumcm-2025-b-sic-thickness	# Original Contest Problem ## 2025年 CUMCM B题：碳化硅外延层厚度的确定 2025 年高教社杯全国大学生数学建模竞赛题目（请先阅读“全国大学生数学建模竞赛论文格式规范”） B 题碳化硅外延层厚度的确定碳化硅作为一种新兴的第三代半导体材料，以其优越的综合性能表现正在受到越来越多的关注。碳化硅外延层的厚度是外延材料的关键参数之一，对器件性能有重要影响。因此，制定一套科学、准确、可靠的碳化硅外延层厚度测试标准显得尤为重要。红外干涉法是外延层厚度测量的无损伤测量方法，其工作原理是，外延层与衬底因掺杂载流子浓度的不同而有不同的折射率，红外光入射到外延层后，一部分从外延层表面反射出来...	CUMCM 2025 B: SiC epitaxial-layer thickness inversion	[ "math-modeling", "cumcm", "2025", "problem-b", "math-modeling-contest" ]	1.3	{ "schema_version": "1.3", "artifacts": [ "/root/results/cumcm-2025-b-sic-thickness_result.json" ], "task": { "name": "wxj630/cumcm-2025-b-sic-thickness", "description": "CUMCM 2025 B: SiC epitaxial-layer thickness inversion", "keywords": [ "math-modeling", "cumcm", "2025", ...	{ "author_name": "Xiaojun Wu", "author_email": "wuxiaojun@pku.edu.cn", "author_organization": "The Hong Kong University of Science and Technology (Guangzhou)", "author_profile": "https://scholar.google.com/citations?user=nWK11zgAAAAJ&hl=zh-CN", "conflicts_of_interest": "None", "difficulty_explanation": "Thi...	[ "environment/Dockerfile", "environment/data/attachments/B题.pdf", "environment/data/attachments/INDEX.md", "environment/data/attachments/附件1.xlsx", "environment/data/attachments/附件2.xlsx", "environment/data/attachments/附件3.xlsx", "environment/data/attachments/附件4.xlsx", "environment/data/figures/fig_1....	tasks/CUMCM/cumcm-2025-b-sic-thickness
wxj630/cumcm-2025-c-nipt	# Original Contest Problem ## 2025年 CUMCM C题：NIPT 的时点选择与胎儿的异常判定 2025 年高教社杯全国大学生数学建模竞赛题目（请先阅读“全国大学生数学建模竞赛论文格式规范”） C 题 NIPT 的时点选择与胎儿的异常判定 NIPT（Non-invasive Prenatal Test，即无创产前检测）是一种通过采集母体血液、检测胎儿的游离 DNA 片段、分析胎儿染色体是否存在异常的产前检测技术，目的是通过早期检测确定胎儿的健康状况。根据临床经验，畸型胎儿主要有唐氏综合征、爱德华氏综合征和帕陶氏综合征，这三种体征分别由胎儿 21 号、18 号和13 号“染色体游离DNA 片...	CUMCM 2025 C: NIPT timing and fetal abnormality modeling	[ "math-modeling", "cumcm", "2025", "problem-c", "math-modeling-contest" ]	1.3	{ "schema_version": "1.3", "artifacts": [ "/root/results/cumcm-2025-c-nipt_result.json" ], "task": { "name": "wxj630/cumcm-2025-c-nipt", "description": "CUMCM 2025 C: NIPT timing and fetal abnormality modeling", "keywords": [ "math-modeling", "cumcm", "2025", "problem-c",...	{ "author_name": "Xiaojun Wu", "author_email": "wuxiaojun@pku.edu.cn", "author_organization": "The Hong Kong University of Science and Technology (Guangzhou)", "author_profile": "https://scholar.google.com/citations?user=nWK11zgAAAAJ&hl=zh-CN", "conflicts_of_interest": "None", "difficulty_explanation": "Thi...	[ "environment/Dockerfile", "environment/data/attachments/C题.pdf", "environment/data/attachments/INDEX.md", "environment/data/attachments/附件.xlsx", "environment/data/output_schema.json", "environment/data/problem.md", "environment/data/repo/cumcm/source_materials/extracted/2025_SvpohSGacdffe718bcaa3b6e835...	tasks/CUMCM/cumcm-2025-c-nipt
wxj630/mcm-2023-a-plant-community	# Original Contest Problem ## 2023-A MCM-A: Drought-Stricken Plant Communities 2023 MCM Problem A: Drought-Stricken Plant Communities Photo Credit: Pixabay.com Background Different species of plants react to stresses in different ways. For example, grasslands are quite sensitive to drought. Droughts occur at varyin...	MCM 2023 A: drought-stricken plant communities	[ "math-modeling", "mcm", "2023", "problem-a", "math-modeling-contest" ]	1.3	{ "schema_version": "1.3", "artifacts": [ "/root/results/mcm-2023-a-plant-community_result.json" ], "task": { "name": "wxj630/mcm-2023-a-plant-community", "description": "MCM 2023 A: drought-stricken plant communities", "keywords": [ "math-modeling", "mcm", "2023", "probl...	{ "author_name": "Xiaojun Wu", "author_email": "wuxiaojun@pku.edu.cn", "author_organization": "The Hong Kong University of Science and Technology (Guangzhou)", "author_profile": "https://scholar.google.com/citations?user=nWK11zgAAAAJ&hl=zh-CN", "conflicts_of_interest": "None", "difficulty_explanation": "Thi...	[ "environment/Dockerfile", "environment/data/attachments/Drought-Stricken Plant Communities.pdf", "environment/data/attachments/INDEX.md", "environment/data/output_schema.json", "environment/data/problem.md", "environment/data/repo/mcm/source_materials/official_extracted/2023/Drought-Stricken Plant Communi...	tasks/MCM/mcm-2023-a-plant-community
wxj630/mcm-2023-b-maasai-mara	# Original Contest Problem ## 2023-B MCM-B: Reimagining Maasai Mara 2023 MCM Problem B: Reimagining Maasai Mara Photo Credit: Pixabay.com Background Kenya’s wildlife preserves were originally created primarily to protect wildlife and other natural resources. Kenya’s parliament passed the Wildlife Conservation and M...	MCM 2023 B: reimagining Maasai Mara	[ "math-modeling", "mcm", "2023", "problem-b", "math-modeling-contest" ]	1.3	{ "schema_version": "1.3", "artifacts": [ "/root/results/mcm-2023-b-maasai-mara_result.json" ], "task": { "name": "wxj630/mcm-2023-b-maasai-mara", "description": "MCM 2023 B: reimagining Maasai Mara", "keywords": [ "math-modeling", "mcm", "2023", "problem-b", "math-...	{ "author_name": "Xiaojun Wu", "author_email": "wuxiaojun@pku.edu.cn", "author_organization": "The Hong Kong University of Science and Technology (Guangzhou)", "author_profile": "https://scholar.google.com/citations?user=nWK11zgAAAAJ&hl=zh-CN", "conflicts_of_interest": "None", "difficulty_explanation": "Thi...	[ "environment/Dockerfile", "environment/data/attachments/INDEX.md", "environment/data/attachments/Reimagining Maasai Mara.pdf", "environment/data/output_schema.json", "environment/data/problem.md", "environment/data/repo/mcm/source_materials/official_extracted/2023/Reimagining Maasai Mara.pdf", "environm...	tasks/MCM/mcm-2023-b-maasai-mara
wxj630/mcm-2023-c-wordle	# Original Contest Problem ## 2023-C MCM-C: Predicting Wordle Results 2023 MCM Problem C: Predicting Wordle Results Image: nytco.com[1] Background Wordle is a popular puzzle currently offered daily by the New York Times. Players try to solve the puzzle by guessing a five-letter word in six tries or less, receiving ...	MCM 2023 C: predicting Wordle results	[ "math-modeling", "mcm", "2023", "problem-c", "math-modeling-contest" ]	1.3	{ "schema_version": "1.3", "artifacts": [ "/root/results/mcm-2023-c-wordle_result.json" ], "task": { "name": "wxj630/mcm-2023-c-wordle", "description": "MCM 2023 C: predicting Wordle results", "keywords": [ "math-modeling", "mcm", "2023", "problem-c", "math-modeling...	{ "author_name": "Xiaojun Wu", "author_email": "wuxiaojun@pku.edu.cn", "author_organization": "The Hong Kong University of Science and Technology (Guangzhou)", "author_profile": "https://scholar.google.com/citations?user=nWK11zgAAAAJ&hl=zh-CN", "conflicts_of_interest": "None", "difficulty_explanation": "Thi...	[ "environment/Dockerfile", "environment/data/attachments/2023_MCM_Problem_C_Data.xlsx", "environment/data/attachments/INDEX.md", "environment/data/attachments/Predicting Wordle Results.pdf", "environment/data/figures/fig_1.png", "environment/data/figures/fig_2.png", "environment/data/output_schema.json",...	tasks/MCM/mcm-2023-c-wordle
wxj630/mcm-2024-a-lamprey	# Original Contest Problem ## 2024-A MCM-A: Resource Availability and Sex Ratios 2024 MCM Problem A: Resource Availability and Sex Ratios While some animal species exist outside of the usual male or female sexes, most species are substantially either male or female. Although many species exhibit a 1:1 sex ratio at b...	MCM 2024 A: lamprey sex-ratio ecology	[ "math-modeling", "mcm", "2024", "problem-a", "math-modeling-contest" ]	1.3	{ "schema_version": "1.3", "artifacts": [ "/root/results/mcm-2024-a-lamprey_result.json" ], "task": { "name": "wxj630/mcm-2024-a-lamprey", "description": "MCM 2024 A: lamprey sex-ratio ecology", "keywords": [ "math-modeling", "mcm", "2024", "problem-a", "math-modeli...	{ "author_name": "Xiaojun Wu", "author_email": "wuxiaojun@pku.edu.cn", "author_organization": "The Hong Kong University of Science and Technology (Guangzhou)", "author_profile": "https://scholar.google.com/citations?user=nWK11zgAAAAJ&hl=zh-CN", "conflicts_of_interest": "None", "difficulty_explanation": "Thi...	[ "environment/Dockerfile", "environment/data/attachments/INDEX.md", "environment/data/attachments/Resource Availability and Sex Ratios.pdf", "environment/data/output_schema.json", "environment/data/problem.md", "environment/data/repo/mcm/source_materials/official_extracted/2024/Resource Availability and Se...	tasks/MCM/mcm-2024-a-lamprey
wxj630/mcm-2024-b-submersible-search	# Original Contest Problem ## 2024-B MCM-B: Searching for Submersibles 2024 MCM Problem B: Searching for Submersibles Maritime Cruises Mini-Submarines (MCMS), a company based in Greece, builds submersibles capable of carrying humans to the deepest parts of the ocean. A submersible is moved to the location and deploy...	MCM 2024 B: submersible localization and search planning	[ "math-modeling", "mcm", "2024", "problem-b", "math-modeling-contest" ]	1.3	{ "schema_version": "1.3", "artifacts": [ "/root/results/mcm-2024-b-submersible-search_result.json" ], "task": { "name": "wxj630/mcm-2024-b-submersible-search", "description": "MCM 2024 B: submersible localization and search planning", "keywords": [ "math-modeling", "mcm", "202...	{ "author_name": "Xiaojun Wu", "author_email": "wuxiaojun@pku.edu.cn", "author_organization": "The Hong Kong University of Science and Technology (Guangzhou)", "author_profile": "https://scholar.google.com/citations?user=nWK11zgAAAAJ&hl=zh-CN", "conflicts_of_interest": "None", "difficulty_explanation": "Thi...	[ "environment/Dockerfile", "environment/data/attachments/INDEX.md", "environment/data/attachments/Searching for Submersibles.pdf", "environment/data/output_schema.json", "environment/data/problem.md", "environment/data/repo/mcm/source_materials/official_extracted/2024/Searching for Submersibles.pdf", "en...	tasks/MCM/mcm-2024-b-submersible-search
wxj630/mcm-2024-c-tennis-momentum	# Original Contest Problem ## 2024-C MCM-C: Momentum in Tennis 2024 MCM Problem C: Momentum in Tennis In the 2023 Wimbledon Gentlemen’s final, 20-year-old Spanish rising star Carlos Alcaraz defeated 36-year-old Novak Djokovic. The loss was Djokovic’s first at Wimbledon since 2013 and ended a remarkable run for one o...	MCM 2024 C: momentum in tennis	[ "math-modeling", "mcm", "2024", "problem-c", "math-modeling-contest" ]	1.3	{ "schema_version": "1.3", "artifacts": [ "/root/results/mcm-2024-c-tennis-momentum_result.json" ], "task": { "name": "wxj630/mcm-2024-c-tennis-momentum", "description": "MCM 2024 C: momentum in tennis", "keywords": [ "math-modeling", "mcm", "2024", "problem-c", "ma...	{ "author_name": "Xiaojun Wu", "author_email": "wuxiaojun@pku.edu.cn", "author_organization": "The Hong Kong University of Science and Technology (Guangzhou)", "author_profile": "https://scholar.google.com/citations?user=nWK11zgAAAAJ&hl=zh-CN", "conflicts_of_interest": "None", "difficulty_explanation": "Thi...	[ "environment/Dockerfile", "environment/data/attachments/2024_Wimbledon_featured_matches.csv", "environment/data/attachments/2024_data_dictionary.csv", "environment/data/attachments/INDEX.md", "environment/data/attachments/Momentum in Tennis.pdf", "environment/data/output_schema.json", "environment/data/...	tasks/MCM/mcm-2024-c-tennis-momentum
wxj630/mcm-2025-a-stair-wear	# Original Contest Problem ## 2025-A MCM-A: Testing Time: The Constant Wear On Stairs 2025 MCM Problem A: Testing Time: The Constant Wear On Stairs Stone is a symbol of steadfast permanence, and carved rock is used as a building material because of its ability to resist wear. Despite its durability, even stone is no...	MCM 2025 A: stair wear and historical traffic inference	[ "math-modeling", "mcm", "2025", "problem-a", "math-modeling-contest" ]	1.3	{ "schema_version": "1.3", "artifacts": [ "/root/results/mcm-2025-a-stair-wear_result.json" ], "task": { "name": "wxj630/mcm-2025-a-stair-wear", "description": "MCM 2025 A: stair wear and historical traffic inference", "keywords": [ "math-modeling", "mcm", "2025", "proble...	{ "author_name": "Xiaojun Wu", "author_email": "wuxiaojun@pku.edu.cn", "author_organization": "The Hong Kong University of Science and Technology (Guangzhou)", "author_profile": "https://scholar.google.com/citations?user=nWK11zgAAAAJ&hl=zh-CN", "conflicts_of_interest": "None", "difficulty_explanation": "Thi...	[ "environment/Dockerfile", "environment/data/attachments/2025_MCM_Problem_A.pdf", "environment/data/attachments/INDEX.md", "environment/data/figures/fig_1.png", "environment/data/output_schema.json", "environment/data/problem.md", "environment/data/repo/docs/mcm-2015-2025/official_assets_extracted/2025/2...	tasks/MCM/mcm-2025-a-stair-wear

End of preview. Expand in Data Studio

Terminal-Bench Math Modeling

TB-MathModel (short: tb-mathmodeling) is a Terminal-Bench-style benchmark for end-to-end mathematical-modeling workflows. It contains 18 tasks: CUMCM and MCM problems A, B, and C from 2023, 2024, and 2025.

Code, verifiers, oracles, scoring scripts, and leaderboard live in the GitHub repository: wxj630/terminal-bench-math-modeling. This dataset mirrors its tasks/ directory so the tasks can be downloaded without cloning.

Paper: arXiv:2611.08237 (cs.CL), doi:10.48550/arXiv.2611.08237

@misc{wu2026terminalstylemathematicalmodelingbench,
      title={Terminal-style Mathematical Modeling Bench: The First Agentic and Verifiable Benchmark for Mathematical Modeling},
      author={Xiaojun Wu and Cehao Yang and Xuhui Jiang and Chengjin Xu and Jia Li and Jian Guo},
      year={2026},
      eprint={2611.08237},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2611.08237},
}

What is in this dataset

tasks/
├── CUMCM/    # 9 tasks: 2023 A/B/C, 2024 A/B/C, 2025 A/B/C
└── MCM/      # 9 tasks: 2023 A/B/C, 2024 A/B/C, 2025 A/B/C

Each task directory is self-contained:

Path	Contents
`instruction.md`	The original contest statement plus the benchmark's final-answer requirement
`environment/`	Dockerfile, mirrored official attachments, and `output_schema.json`
`tests/`	Verifier: `score_config.json`, `score_result.py`, `test_outputs.py`, `expected_result.json`
`solution/`	Oracle reproduction and `solve.sh`
`task.toml`	Harbor task metadata: timeouts, resources, scoring scope
`scoring_table.md`	Human-readable scoring panel for the task

The required artifact for every task is /root/results/<task-slug>_result.json.

Scoring

Real modeling problems rarely have one exact answer, so each task is scored on a single core scalar for the final question — an optimized objective, a recommended policy value, or a binary decision — rather than on every number in a report.

Two reference constructs are used:

B-Eval (default): raw_panel_score - baseline_panel_score, i.e. how much the submission improves over a baseline method. May be negative.
BO-Eval: the baseline-to-outstanding normalized score, using explicit baseline_value / outstanding_value / normalization_direction per metric.

The released board in the GitHub repository additionally reports a Multi-O Eval, which averages each task over every O-award human paper that reports the task's scored field, and a Multi-BO index anchored at DeepSeek V4.1 Flash = 1.000.

Leaderboard

Rank	Model	Multi-O Eval	Multi-BO index (Flash = 1.000)
1	claude-code + Fable 5.1	64.62%	1.1637
2	codex + GPT-6 Astra	61.47%	1.1200
3	opencode + DeepSeek V4.1 Flash	59.81%	1.0000
4	codex + GPT-5.5 xhigh	59.75%	1.0061
5	opencode + DeepSeek V4.1 Flash (max)	48.11%	0.8636

Single runs; across 3 seeds the per-model deviation is ±1.3–2.9pp.

Quickstart

harbor run -p tasks/CUMCM/cumcm-2024-a-dragon-dance -a oracle
harbor run -p tasks/MCM/mcm-2024-c-tennis-momentum -a codex -m openai/gpt-5

Downloads last month: -

Number of rows:

Total file size:

168 MB

Paper for IDEA-FinAI/TB-MathModel

Terminal-style Mathematical Modeling Bench: The First Agentic and Verifiable Benchmark for Mathematical Modeling

Paper • 2611.08237 • Published 1 day ago • 7