Investment Rating - The industry investment rating is "Outperform the Market," indicating that the industry index is expected to perform better than the benchmark index over the next 6-12 months [50]. Core Insights - The upcoming Spring Festival holiday, lasting 9 days, is expected to significantly boost travel demand, leading to high market activity in the travel and tourism sector [4][43]. - The social service sector experienced a decline of 3.44% in the past two trading weeks, ranking 24th among 31 industries in the Shenwan classification [13][21]. - The travel market is anticipated to reach a historical peak with an estimated 9.5 billion people traveling during the Spring Festival, driven by various factors including extended holiday periods and increased domestic travel [33][38]. Summary by Sections Market Review & Industry Dynamics - The social service sector's performance was below the market average, with a 3.44% decline compared to a 1.71% drop in the Shanghai Composite Index [13][21]. - The hotel and catering sub-sector saw a slight increase of 0.64%, while other sub-sectors like education and professional services experienced declines of 6.26% and 5.25%, respectively [17][20]. Investment Recommendations - Companies with strong growth potential in the travel chain and related industries include Tongcheng Travel, Huangshan Tourism, and Lijiang Shares, among others [4][43]. - Hotel brands such as Jinjiang Hotels and ShouLai Hotels are expected to benefit from the recovery in business travel and increased market share [4][43]. - The recovery of cross-border travel is likely to boost airport duty-free sales, with recommendations to focus on China Duty Free Group and Wangfujing [4][43]. Company Dynamics & Announcements - Notable company announcements include China Travel Service forecasting a revenue of 11.339 billion yuan for 2025, reflecting a 13.88% year-on-year increase, while other companies like Zhongxin Tourism and Fengshang Culture are expecting significant declines in net profits [37][38]. - The duty-free shopping market in Hainan saw a 44.8% year-on-year increase in January 2026, indicating a strong recovery in consumer spending [30][31]. Travel Data Tracking - The domestic travel market shows positive trends, with a significant increase in hotel bookings and flight reservations during the Spring Festival period [30][31]. - The international flight volume has recovered to 85.59% of the 2019 levels, indicating a steady recovery in the travel sector [21][38].

Core Insights - The report highlights that the launch of the "Seedance 2.0" video model by ByteDance's Dream AI is expected to catalyze a rebound in AI applications, particularly in the video generation sector, as market sentiment has reached a low point [2][4][6] - The Seedance 2.0 model addresses key pain points in AI video generation, including controllability, coherence, expressiveness, and production barriers, by introducing multi-modal references and efficient creative capabilities [4][5][6] Summary by Sections Seedance 2.0 Features - Seedance 2.0 supports multi-modal references, allowing users to input video, images, audio, and text simultaneously, significantly enhancing the controllability of generated videos [4][5] - The model maintains consistency across multiple shots, ensuring character and scene coherence, which enhances narrative continuity and viewer immersion [5] - It achieves native audio-video synchronization, generating matching sound effects and music while ensuring lip-sync and emotional alignment, thus improving the expressiveness of virtual characters [6] - The model can automatically plan shots and camera movements based on user descriptions, simplifying the video creation process and enhancing the cinematic quality of the output [6] Market Implications - The advancements in Seedance 2.0 are expected to lower the costs and technical barriers for generating AI-driven content, particularly in the realm of AI comics, while improving production efficiency [6] - The report suggests that the AI multi-modal industry chain, including AI applications, cloud services, storage, and computing power, presents potential investment opportunities as the market sentiment is poised for a rebound following a period of negative factors [2][6]

Core Insights - The report indicates that the "Spring Fever" market is entering a phase of adjustment, with expectations for technology growth to regain prominence post-holiday, particularly in AI applications which may see a rebound [2][12] - The report emphasizes that while there are short-term fluctuations in the non-ferrous metals sector, the long-term re-evaluation logic remains intact, driven by financial attributes and industrial trends [13] - AI applications are anticipated to experience a bottoming rebound, with significant updates expected from leading domestic firms around the Spring Festival, suggesting potential investment opportunities in the AI industry chain [30][31] Market Overview - The market is currently characterized by a shrinking volume and oscillating patterns, with structural opportunities still present despite a lack of systemic rebound momentum [12] - The report notes that the recent volatility in overseas commodity prices has contributed to a weakening market, with a rotation among sectors and active individual stocks [12][23] - The report highlights that the consumer sector is beginning to recover, while previously overvalued technology and non-ferrous sectors are undergoing adjustments [12] Industry and Economic Data - The report provides insights into key economic indicators, such as the ISM manufacturing PMI in the US, which rose to 52.6, and China's foreign exchange reserves, which increased to $33,990.8 million [17] - It also notes that the non-ferrous metals sector is facing increased short-term volatility, but the long-term demand-supply dynamics remain favorable due to tightening global copper supply and emerging demand [13] AI Sector Insights - The report discusses the recent downturn in the AI industry, driven by uncertainties surrounding business models and real demand, particularly following Microsoft's financial disclosures and Nvidia's investment stance on OpenAI [27][28] - It argues that traditional SaaS companies are well-positioned to leverage their industry knowledge and data advantages to build new barriers in the AI era, despite market concerns about self-built AI systems being inefficient and costly [29] - The report anticipates that the upcoming updates from major AI models around the Spring Festival could catalyze a rebound in AI applications, suggesting a focus on investment opportunities in AI applications, cloud services, and storage [30][31]

- The report does not contain any specific quantitative models or factors, nor their construction, evaluation, or backtesting results. The content primarily focuses on market performance, style indices, valuation, and other financial metrics without detailing any quantitative models or factors[1][2][3]

Investment Rating - The report maintains an "Outperform" rating for the power equipment and new energy industry [1]. Core Insights - The global sales of new energy vehicles are expected to maintain rapid growth by 2026, driving demand for batteries and materials [1]. - Recent fluctuations in material prices for power batteries warrant attention to the pricing situation along the supply chain [1]. - Solid-state batteries are entering a critical phase of engineering validation, with a focus on related materials and equipment companies [1]. - In the photovoltaic sector, "anti-involution" and "space photovoltaics" are identified as the two main investment themes for 2026, with increased demand for photovoltaic equipment [1]. - The domestic market is seeing a rise in high-power component demand, with downstream battery components relying on efficiency improvements for market clearing [1]. - Wind power demand is expected to continue growing, with recommendations to focus on wind turbines and offshore wind power [1]. - The energy storage sector remains highly prosperous, with a recommendation to pay attention to energy storage cells and large-scale integrated plants [1]. - Hydrogen energy is anticipated to open up demand for green hydrogen, with a focus on downstream hydrogen-based energy applications [1]. - Nuclear fusion is seen as a long-term catalyst for energy development, with recommendations to focus on core suppliers in the nuclear fusion power sector [1]. Summary by Sections Industry Performance - The power equipment and new energy sector rose by 2.2%, outperforming the Shanghai Composite Index, which fell by 1.27% [10]. - The photovoltaic sector saw the highest increase at 3.43%, while the wind power sector experienced a slight decline of 0.01% [13]. Key Industry Information - The China Passenger Car Association estimates that 900,000 new energy vehicles will be wholesaled in January 2026, a 1% year-on-year increase [27]. - Changan Automobile and CATL announced the global launch of the first sodium battery mass-produced passenger vehicle, expected to be available by mid-2026 [27]. - Tesla has achieved large-scale production of dry electrode technology [27]. - The domestic energy storage tender for January 2026 reached 36.3 GWh, with notable bidding scales in Ningxia, Hebei, and Xinjiang [27]. Company Developments - Foster is collaborating with professional institutions to invest in a private equity fund focused on flexible thin-film gallium arsenide battery companies [29]. - Guoxuan High-Tech plans to raise up to 5 billion yuan through a private placement for a 20 GWh power battery project [29]. - TCL Zhonghuan's subsidiary Maxeon Solar signed a patent licensing agreement with Aisuo, with a five-year licensing fee of 1.65 billion yuan [29].

Investment Rating - The report rates the chemical industry as "Outperform" [2] Core Views - The report highlights that international oil prices have retreated, while prices for caprolactam and vitamin E have increased. It suggests focusing on undervalued industry leaders, the impact of "anti-involution" on supply in related sub-industries, and the growing importance of electronic materials companies amid strong downstream demand [2][3] Summary by Sections Industry Dynamics - As of February 8, the TTM price-to-earnings ratio for the SW basic chemical sector is 28.57, at the 82.89 percentile historically, while the price-to-book ratio is 2.58, at the 73.42 percentile. The SW oil and petrochemical sector has a TTM price-to-earnings ratio of 15.16, at the 46.10 percentile historically, and a price-to-book ratio of 1.47, at the 50.93 percentile [3][12] - The report anticipates that the current round of industry expansion is nearing its end, with "anti-involution" measures likely to catalyze a recovery in industry profitability. New materials are expected to benefit from rapid growth in downstream demand, potentially initiating a new phase of high growth [3][12] Investment Recommendations - The report recommends focusing on undervalued industry leaders, the effects of "anti-involution" on supply in relevant sub-industries, and electronic materials companies that are increasingly critical in the context of strong downstream demand. Long-term investment themes include traditional chemical leaders showing resilience, the ongoing positive supply-demand dynamics in sub-industries like refining, polyester, dyes, organic silicon, pesticides, refrigerants, and phosphate chemicals, as well as the broad growth potential in new materials [3][12] - Specific stock recommendations include China Petroleum, China National Offshore Oil Corporation, China Petrochemical, Hengli Petrochemical, Dongfang Shenghong, Tongkun Co., New Fengming, Zhejiang Longsheng, Xingfa Group, Yangnong Chemical, Lier Chemical, Lianhua Technology, Juhua Co., Yuntianhua, Sailun Tire, Anji Technology, Yake Technology, Dinglong Co., Jiangfeng Electronics, Shengquan Group, Dongcai Technology, Zhongcai Technology, Hu Silicon Industry, Debang Technology, Yanggu Huatai, Wanrun Co., and Lite Optoelectronics. Stocks to watch include Rongsheng Petrochemical, Shanghai Petrochemical, Sanfangxiang, Wankai New Materials, Hengyi Petrochemical, China Resources Materials, New Yangfeng, Zhongce Rubber, Tongcheng New Materials, Huate Gas, Lianrui New Materials, Honghe Technology, Aolaide, Ruile New Materials, and Weike Technology [3][12] Price Trends - For the week of February 2 to February 8, 36 out of 100 tracked chemical products saw price increases, while 37 experienced declines, and 27 remained stable. Among the products, 61% had month-on-month average prices rising, 28% falling, and 11% remaining unchanged. The products with the highest weekly price increases included adipic acid, trichloroethylene, PVA, and phenol, while those with the largest declines included NYMEX natural gas, nitric acid, acetic anhydride, ethylene glycol, and coal tar [12][36] - The average price of caprolactam as of February 8 is 9,850 CNY/ton, up 2.34% week-on-week and 5.35% month-on-month, but down 10.05% year-on-year. The production volume for caprolactam is 123,237 tons, up 2.84% week-on-week but down 5.64% year-on-year [38] - The average price of vitamin E is 55.5 CNY/kg, up 3.74% week-on-week and 8.82% month-on-month, but down 57.31% year-on-year. The production volume for vitamin E in January 2025 is 10,000 tons, down 11.5% month-on-month [39]

Report Industry Investment Rating - Not provided in the given content Core Viewpoints of the Report - Trump-nominated next Fed Chair Wash has monetary - policy characteristics including monetarism, fiscal hawkishness, and a "vision" of rate cuts. If Wash takes office, he may review past Fed policies and establish a monetarist - like policy concept. The realization of his rate - cut "vision" depends on the coordination of fiscal policy. If the coordination fails, the interest - rate outlook may be more volatile. If the coordination is successful, the Fed may gradually shrink its balance sheet, and inflation may further decline [3]. - Upstream price indicators continue to rise. In the week of February 6, the average wholesale price of pork decreased by 1.12% week - on - week, the average wholesale price of 28 key - monitored vegetables decreased by 1.46% week - on - week, and the price index of edible agricultural products increased by 0.20% week - on - week on January 30. Domestic cement price index decreased by 0.52% week - on - week, South China Iron Ore Index decreased by 1.89% week - on - week, the operating rate of coking enterprises with a capacity of over 2 million tons increased by 0.18% week - on - week, the inventory index of rebar increased by 12.05% week - on - week, and the blast - furnace operating rate of 247 domestic steel mills increased by 0.67% week - on - week. The price index of production materials increased by 0.90% week - on - week on January 30 [3]. - In the US - Iran negotiations, tough stances and opportunities for easing are intertwined. In this week, the average prices of Brent and WTI crude - oil futures decreased by 1.25% and increased by 0.15% week - on - week respectively. The average weekly price of LME copper spot decreased by 1.79%, the average weekly price of aluminum spot decreased by 4.99%, and the copper - to - gold ratio increased by 3.93% week - on - week [3]. Summary by Directory High - Frequency Data Scanning - Wash's policy concept features include monetarism, fiscal hawkishness, and a rate - cut "vision". The realization of the rate - cut "vision" depends on the coordination of fiscal policy [1][3]. - Upstream price indicators: In the week of February 6, the average wholesale price of pork decreased by 1.12% week - on - week, the average wholesale price of 28 key - monitored vegetables decreased by 1.46% week - on - week, and the price index of edible agricultural products increased by 0.20% week - on - week on January 30. Domestic cement price index decreased by 0.52% week - on - week, South China Iron Ore Index decreased by 1.89% week - on - week, the operating rate of coking enterprises with a capacity of over 2 million tons increased by 0.18% week - on - week, the inventory index of rebar increased by 12.05% week - on - week, and the blast - furnace operating rate of 247 domestic steel mills increased by 0.67% week - on - week. The price index of production materials increased by 0.90% week - on - week on January 30 [3]. - US - Iran negotiations: In this week, the average prices of Brent and WTI crude - oil futures decreased by 1.25% and increased by 0.15% week - on - week respectively. The average weekly price of LME copper spot decreased by 1.79%, the average weekly price of aluminum spot decreased by 4.99%, and the copper - to - gold ratio increased by 3.93% week - on - week [3]. High - Frequency Data Panoramic Scanning - Provides week - on - week changes of various high - frequency data, including food, other consumer goods, bulk commodities, energy, non - ferrous metals, ferrous metals, real estate, and shipping. For example, the average wholesale price of pork decreased by 1.12% week - on - week, and the price index of production materials increased by 0.90% week - on - week [17]. - Presents the latest values and historical data of high - frequency indicators related to important macro - indicators, such as LME copper spot settlement price year - on - year, crude - steel daily output year - on - year, etc. [18]. Comparison of High - Frequency Data and Important Macro - Indicator Trends - Shows the relationship between high - frequency data and important macro - indicators through multiple charts, such as the relationship between RJ/CRB price index year - on - year and export amount year - on - year, and the relationship between production materials price index year - on - year and PPI industrial year - on - year [22]. Important High - Frequency Indicators in the US, Europe, and Japan - Displays the relationship between US weekly economic indicators and actual economic growth rate, US initial jobless claims and unemployment rate, etc. through charts [87]. Seasonal Trends of High - Frequency Data - Analyzes the seasonal trends of high - frequency data, including the seasonal trends of 30 large - and medium - sized cities' commercial - housing transaction area, LME copper spot settlement price, etc. [102]. High - Frequency Traffic Data in Beijing, Shanghai, Guangzhou, and Shenzhen - Presents the year - on - year changes of subway passenger volume in Beijing, Shanghai, Guangzhou, and Shenzhen [149].

金融工程 | 证券研究报告 — 周报 2026 年 2 月 6 日 中银量化多策略行业轮动 周报 – 20260205 当前（2026年 2月 5日）中银多策略行业配置系统仓位：通信（17.0%）、 基础化工（15.1%）、电力设备及新能源（10.7%）、煤炭（10.2%）、医 药（7.9%）、建材（7.0%）、电子（4.2%）、计算机（4.2%）、非银行 金融（4.0%）、消费者服务（3.8%）、综合（3.8%）、银行（3.0%）、 家电（3.0%）、建筑（3.0%）、石油石化（3.0%）。 S5 传统多因子打分策略（季度）超额收益为-2.7% 相关研究报告 《中银证券量化行业轮动系列（七）：如何把 握市场"未证伪情绪"构建行业动量策略》 20220917 《中银证券量化行业轮动系列（八）："估值泡 沫保护"的高景气行业轮动策略》20221018 《中银证券宏观基本面行业轮动新框架：对传 统自上而下资产配置困境的破局》20230518 《中银证券量化行业轮动系列（九）：长期反 转-中期动量-低拥挤"行业轮动策略》20240914 《中银证券量化行业轮动系列（十）：如何基 于资金流构建行业轮动策略？》2025 ...

Core Insights - The overall performance of A-shares in 2025 shows a continued recovery trend, with an increase in the breadth of performance across industries [1][2] - The sample companies' profit growth rate for 2025 is 36.9%, up from 14.3% in Q3 2025, indicating a positive trend [2][3] - Non-financial sample companies exhibit a significant profit growth rate of 247.0% for 2025, compared to 14.2% in Q3 2025, reflecting strong recovery [3][4] Disclosure Statistics - As of February 5, 2026, a total of 3,037 companies have disclosed their 2025 operating data, resulting in an overall disclosure rate of 58.8% [2][3] - The number of companies with positive year-on-year net profit growth in 2025 is 1,700, accounting for 56.0% of the sample, an increase from 52.8% in Q3 2025 [3][4] Industry Performance - Among 26 non-financial industries, 15 reported positive year-on-year net profit growth, representing 57.7%, down from 69.2% in Q3 2025 [4] - Key industries with improved median profit growth include upstream non-ferrous metals, midstream basic chemicals, electric new energy, and TMT sectors, while the pharmaceutical sector shows significant improvement, likely due to the favorable environment for innovative drugs [4] Specific Industry Insights - The oil and petrochemical industry shows a drastic decline in profit growth, with a -30.2% overall growth rate for Q4 2025, compared to 60.0% in Q3 2025 [5] - The machinery industry demonstrates a robust profit growth of 248.2% in Q4 2025, up from 37.1% in Q3 2025, indicating strong performance [5] - The computer industry has an extraordinary profit growth rate of 22,331.4% for Q4 2025, a significant increase from 320.7% in Q3 2025, highlighting exceptional performance [5]

Core Insights - The report emphasizes that the recent pullback in the AI industry is a necessary phase in the deep integration of AI technology into various sectors, rather than a fundamental threat to the industry's future [1][6] - It suggests that the current market concerns regarding the uncertainty of AI application business models and hardware demand are part of the industry's evolution, and that this pullback presents investment opportunities in AI applications, cloud services, and storage [2][6] Market Trends - Since mid-January 2026, the AI industry chain has experienced a continuous pullback, exacerbated by several events in early February, including Microsoft's financial report revealing dual concerns about growth dependency and investment returns [2][3] - Microsoft's Q2 2026 financial report indicated a slowdown in Azure cloud computing growth and projected capital expenditures exceeding $100 billion, with approximately 45% of its cloud business backlog dependent on OpenAI [3] - Concerns were also raised regarding NVIDIA's investment stance on OpenAI, with CEO Jensen Huang indicating a cautious approach to investment, despite previous indications of a potential $100 billion investment [4] Business Model Uncertainty - The report identifies dual uncertainties in the market: the uncertainty of AI application business models and the uncertainty of real demand [5][6] - It highlights that traditional SaaS companies may face challenges as enterprises consider building their own AI tools, potentially undermining SaaS profitability [5][6] - The report argues that the market's valuation logic is shifting from paying premiums for future potential to assessing current realities and investment returns [5] Long-term Outlook - The report posits that the concerns regarding business model and demand uncertainties are part of the necessary evolution towards deeper integration of AI technology, rather than a fundamental threat to the industry's prospects [6] - It suggests that traditional application vendors can leverage their industry knowledge and data advantages to build new barriers in the AI era, and that early movers may see valuation increases [6][7] - The demand for hardware is expected to grow in tandem with the maturity of software applications, as AI applications transition from "technology demonstrations" to "production tools" [7]