Investment Rating - The report maintains an "Overweight" rating for the coal mining industry [4] Core Insights - The report indicates that high natural gas prices in the U.S. are driving a resurgence in coal consumption, with utilities opting to increase coal-fired power generation to control costs [2][3] - The performance of coal-fired power generation in the U.S. has seen a year-on-year increase of 21% in Q1 2025, while gas-fired generation has decreased by approximately 3% [3] Summary by Sections Coal Mining - As of December 12, 2025, coal prices have seen slight adjustments, with Newcastle coal priced at $107.75 per ton, down by $1.75 from the previous week, and ARA coal at $95.55 per ton, down by $1.20 [3][33] - The report highlights a significant increase in coal consumption in the U.S. due to the cost control measures by utilities, leading to a shift back to coal from gas [2][3] Key Recommendations - The report recommends several companies for investment, including China Coal Energy (H+A), Yanzhou Coal Mining (H+A), China Shenhua Energy (H+A), and Shaanxi Coal and Chemical Industry [3][6] - It also highlights companies with potential growth such as Huayang Co., Gansu Energy Chemical, and Jiangxi Tungsten Industry, which have recently undergone significant changes [3][6] Market Trends - The report notes that coal-fired power generation's carbon emissions are approximately 75% higher than those from gas-fired generation, indicating a potential increase in overall carbon emissions as coal's share in power generation rises [3] - The report anticipates further increases in natural gas prices, which could continue to influence coal consumption patterns [3][5]

证券研究报告 | 行业周报 gszqdatemark 2025 12 14 年 月 日 交通运输 快递、民航"反内卷"整治持续，VLCC 受制裁名单再扩大 周观点：中央经济工作会议 12 月 10 日至 11 日在北京举行，会议明确"制 定全国统一大市场建设条例，深入整治'内卷式'竞争"。继续看好快递、 航空在"反内卷"整治下的投资机会。快递反内卷线：快递行业份额逐步 向头部快递集中，反内卷政策下恶性价格战得到有效遏制，头部快递份额、 利润同步提升，有望迎来双击。快递出海线：快递出海，天地广阔，海外 电商 GMV 爆发式增长，带动快递业务量迅猛增长，相关标的为极兔速递。 看好"反内卷"整治下航空板块中长期景气度：运力供给维持低增速、需 求持续恢复，供需缺口缩小叠加油价中枢下移及"反内卷"政策继续推进， 静待票价持续修复、航司盈利不断改善。 行情回顾：本周交通运输板块行业指数下跌 1.55%，跑输上证指数 1.21 个百分点（上证指数下跌 0.34%）。从申万交通运输行业三级分类看，仅 公路货运板块上涨，涨幅为 4.76%；跌幅前三名分别为公交、高速公路、 铁路运输板块，对应跌幅分别为-4.97%、-2.49% ...

证券研究报告 | 金融工程 gszqdatemark 2025 12 14 年 月 日 量化周报 市场的震荡调整态势不改 市场的震荡调整态势不改。本周（ 12.8-12.12），大盘震荡下行，上证指数 全周收跌 0.34%。在此背景下，煤炭、钢铁、农林牧渔确认日线级别下跌， 军工迎来日线级别上涨。市场的本轮上涨自 4 月 7 日以来，日线级别反弹 已经持续了 7 个多月，反弹幅度也基本在 30%左右，各大指数和板块的 上涨基本都轮动了一遍，超半数的行业日线级别上涨处于超涨状态，几乎 所有的规模指数及一半以上的行业更是走出了复杂的 9-17浪的上涨结构， 科创 50、中小 100 更是在所有宽基里面率先形成了日线级别下跌，地产、 食品饮料、医药、商贸零售、汽车、电子、计算机、非银、机械、煤炭、 钢铁、农林牧渔也相继形成了日线级别下跌，中证 500、中证 1000、创业 板指、沪深 300、传媒、建筑、建材也有较大概率将确认日线级别下跌。 因此我们认为本轮日线级别上涨大概率已经结束。未来市场大概率会是震 荡调整的态势，当下的反弹大概率只是一波 30 分钟级别反弹，不改市场 的震荡调整态势。中期来看，上证指数、上证 ...

证券研究报告 | 金融工程 gszqdatemark 2025 12 13 年 月 日 量化分析报告 择时雷达六面图：本周技术面好转，拥挤度弱化，综合打分不变 择时雷达六面图：基于多维视角的择时框架。权益市场的表现受到多维度 指标因素的共同影响，我们尝试从流动性、经济面、估值面、资金面、技 术面、拥挤度选取二十一个指标对市场进行刻画，并将其概括为"估值性 价比"、"宏观基本面"、"资金&趋势"、"拥挤度&反转"四大类，从而生成 [-1,1]之间的综合择时分数。 本周综合打分。本周市场的估值性价比分数略微上升，宏观基本面、拥挤 度&反转分数、趋势&资金分数维持不变，综合打分位于[-1,1]之间，当前 的综合打分为 0.08 分，与上周持平（上周综合分数为 0.08 分），维持中 性观点。当前六面图各个维度的观点如下： 分析师 沈芷琦 执业证书编号：S0680521120005 邮箱：shenzhiqi@gszq.com 分析师 刘富兵 执业证书编号：S0680518030007 邮箱：liufubing@gszq.com 研究助理 诸格慧明 执业证书编号：S0680125100009 邮箱：zhugehuimi ...

证券研究报告 | 固定收益 gszqdatemark 2025 12 13 年 月 日 固定收益点评 融资依然存在放缓压力 11 月贷款增速继续放缓，居民贷款连续负增长，票据冲量特征明显。11 月新增信贷 3900 亿元，同比少增 1900 亿元，新增信贷规模已连续 5 个 月同比少增。从分项来看，信贷增长依然依赖于票据冲量，居民贷款及企 业中长期贷款新增规模同比均延续少增态势。11 月企业信贷当月新增 6100 亿元，同比增加 3600 亿元，主要得益于短期贷款的增加。其中企业 中长期贷款当月新增 1700 亿元，同比少增 400 亿元；而票据融资当月新 增 3342 亿元，同比多增 2119 亿元。居民贷款方面，11 月居民贷款新增 -2063 亿元，同比多减 4763 亿元。其中居民中长期贷款当月新增 100 亿 元，同比少增 2900 亿元；居民短贷当月新增-2158 亿元，同比多减 1788 亿元。居民贷款已连续两个月新增为负，且同比连续 5 个月同比少增，这 与地产销售放缓一致。 社融同比小幅多增，增速保持平稳。11 月新增社融 2.49 万亿元，同比多 增 1597 亿元，社融存量同比增长 8. ...

Investment Rating - The report maintains an "Overweight" rating for the industry, indicating a positive outlook for investment opportunities [6]. Core Insights - The global top AI models are in a phase of rapid iteration, with continuous advancements in technology and capabilities [1]. - Google's Gemini 3 Pro excels in multimodal understanding and long-term planning, showcasing superior performance in various data types [1][13]. - OpenAI's GPT-5.2 is designed for professional knowledge work, demonstrating significant improvements in complex document handling and project management [1][14]. - The DeepSeek V3.2 series from domestic developers shows innovation through sparse attention mechanisms and extensive post-training, although it acknowledges limitations in pre-training [1][16][19]. - The transition from NVIDIA's Hopper architecture to Blackwell represents a generational leap in AI computing power, enhancing performance and efficiency [2][20]. - ByteDance's Doubao mobile assistant marks a significant breakthrough in user interaction, initiating a new era of edge-side agents [4][26]. Summary by Sections AI Model Development - The report highlights the ongoing evolution of AI models, with significant advancements in multimodal capabilities and planning skills, particularly with models like Gemini 3 Pro and GPT-5.2 [1][14][16]. - DeepSeek V3.2's innovations include sparse attention mechanisms and aggressive post-training strategies, which enhance its performance in reasoning tasks [17][19]. Computing Power Transition - The shift to Blackwell architecture is characterized by substantial improvements in computational performance across various precision levels, memory capacity, and interconnect bandwidth [2][21][23]. - Blackwell's enhancements allow for larger batch sizes in training, improving gradient stability and convergence quality, which are crucial for developing more complex models [3][24][25]. User Interaction Innovations - The Doubao mobile assistant integrates advanced AI capabilities into mobile operating systems, allowing users to perform tasks with simple voice commands, thus transforming mobile interaction paradigms [4][26][28]. - Despite initial resistance from certain applications, the assistant's potential to streamline user interactions signifies a major advancement in AI application deployment [4][27][28]. Investment Focus Areas - The report suggests focusing on companies involved in computing power, such as Cambrian, Haiguang Information, and others, as well as those developing AI agents like ByteDance and Google [5][29].

Investment Rating - The report maintains an "Overweight" rating for the power equipment sector [5] Core Insights - The establishment of a polysilicon capacity integration acquisition platform is seen as a key measure to address the "involution" competition in the photovoltaic industry, aiming to enhance market efficiency through a dual-track model of "debt acquisition + flexible capacity utilization" [1][14] - The report highlights three main investment directions: 1) Opportunities for price increases in the supply chain under supply-side reforms, focusing on companies like Tongwei Co., Xiexin Technology, Longi Green Energy, and others; 2) Long-term growth opportunities driven by new technologies, with a focus on Maiwei Co., Aiko Solar, and others; 3) Industrialization opportunities from perovskite GW-level layouts, focusing on companies like Jinjing Technology and others [1][15] Summary by Sections 1. New Energy Generation 1.1 Photovoltaics - The polysilicon capacity integration acquisition platform has officially launched, aimed at resolving severe competition within the industry [1][14] - Longi Green Energy has announced an employee stock ownership plan, indicating expectations for industry recovery by 2026 [15] 1.2 Wind Power & Grid - The Zhejiang UHV AC ring network project has been approved, with a total investment of 29.3 billion yuan, marking it as the largest UHV AC project in China [2][17] - Goldwind Technology won the "China IDC Industry Green Solution Award," showcasing the integration of green power solutions in data centers [2][16] 1.3 Hydrogen & Energy Storage - A milestone was reached with the delivery of 500 hydrogen fuel trucks, marking significant progress in the hydrogen corridor construction in Northwest China [3][19] - The report suggests focusing on high-growth energy storage companies, with average bidding prices for energy storage systems ranging from 0.5397 to 0.5854 yuan/Wh [3][20][28] 2. New Energy Vehicles - Samsung SDI signed a nearly 10 billion yuan order for lithium iron phosphate energy storage batteries, indicating a shift in production lines to meet local demand in the U.S. [4][29] - The report recommends focusing on leading battery manufacturers such as CATL and others, as well as material and equipment manufacturers [30]

Investment Rating - The investment rating for the steel industry is "Buy" for several key companies including Hualing Steel, Nanjing Steel, Baosteel, and New Steel [8]. Core Insights - The market remains in a state of fluctuation, with non-ferrous metals outperforming ferrous metals. The focus is on the financial attributes of metals, particularly gold, silver, and copper [2]. - The Federal Reserve has lowered interest rates by 25 basis points to a range of 3.50%-3.75%, marking the third consecutive rate cut this year. This is expected to influence domestic policies towards a more proactive fiscal stance [2]. - The steel industry is expected to see a shift towards structural adjustments, with a focus on optimizing consumption patterns and enhancing service consumption [2]. - The report highlights a significant recovery in the valuation of the steel sector, moving from absolute undervaluation to a moderately low position, indicating potential for absolute returns [2]. Supply and Demand Analysis - Daily molten iron production has decreased by 32,000 tons to 2.291 million tons, with steel production continuing to decline, particularly in rebar [14]. - Total inventory of five major steel products has decreased by 3.8% week-on-week, while steel mill inventories have slightly increased by 0.9% [27]. - Apparent consumption of five major steel products has weakened, with a week-on-week decline of 2.8% [53]. - The average weekly transaction volume for construction steel has decreased by 0.8% [43]. Price and Profitability - The comprehensive steel price index has weakened, with a week-on-week decline of 1.1% [72]. - The current spot price for rebar in Beijing is 3,110 CNY/ton, down 2.2% week-on-week [72]. - The profit margins for long-process rebar and hot-rolled coils are negative, indicating a challenging profitability environment [74]. Industry News - The introduction of export license management for certain steel products is seen as a significant step towards promoting high-quality development in the steel industry [96]. - The Ministry of Industry and Information Technology has released a draft for the implementation of capacity replacement in the steel industry, which is expected to enhance supply-side adjustments [15].

证券研究报告 | 固定收益 gszqdatemark 2025 12 13 年 月 日 固定收益定期 资金平稳，存单政府债均显著净偿还——流动性和机构行为跟踪 资金整体平稳，价格小幅波动。本周资金价格小幅下降，本周 R001 收于 1.35%（前值 1.37%），DR001 收于 1.27%（前值 1.30%）。R007 收于 1.51%前值 1.50%），DR007 收于 1.47%前值 1.44%）。DR007 与 7 天 OMO 利差收于 6.91bp。6M 国股银票转贴利率收于 0.90%前值 0.81%）。 央行公开市场净投放资金，MLF 持续超额续作。本周央行逆回购投放 6685 亿元，逆回购到期 6638 亿元，合计净投放 47 亿元。此外，下周将开展 6000 亿元 MLF 操作，净投放 2000 亿元，为连续七个月加量续做。 本周重要会议落地，国债收益率先下后上，市场情绪仍不稳定。本周债市 收益率先下后上，政治局会议、中央经济工作会议相继落地，货币政策转 向的担忧解除，利率震荡修复，但中央经济工作会议公告隔日，止盈情绪 发酵，长端回吐值一日涨幅，债市情绪仍偏谨慎。整体看，本周 1 年国债 收 ...

Group 1: Credit and Financing Overview - In November 2025, new RMB loans amounted to 390 billion, significantly lower than the expected 504.3 billion and the previous value of 220 billion, indicating a decrease of 190 billion year-on-year[1][3] - New social financing (社融) reached 2.49 trillion, exceeding expectations and seasonal trends, with a year-on-year increase of 159.7 billion[2][9] - The growth rate of outstanding social financing remained stable at 8.5%, unchanged from the previous month[2][9] Group 2: Structural Insights - The household sector has been reducing leverage for two consecutive months, with both short-term and medium-to-long-term loans showing a year-on-year decline, reflecting weak consumption and real estate performance[3][7] - Corporate short-term loans increased by 110 billion year-on-year, while medium-to-long-term loans continued to decline, indicating ongoing pressure on corporate cash flow[8][9] - Government bond issuance decreased by 1.2 trillion year-on-year, but the decline has narrowed, suggesting some improvement in local government debt management[9] Group 3: Future Outlook and Policy Directions - The policy direction for 2026 is set to be proactive and expansionary, with expectations for potential interest rate cuts and reserve requirement ratio reductions in the first quarter[4][5] - The central bank is expected to maintain a stance of "appropriate easing," utilizing various policy tools flexibly to support economic stability[4][5] - Key areas of focus include the impact of cross-year liquidity, the Federal Reserve's actions, and the effectiveness of short-term policy measures in the fourth quarter[5][6]