Macro Research - In October, industrial, consumption, and investment growth rates have all slowed down, reflecting both short-term disturbances from holiday timing and high base effects, as well as gradually emerging pressures on domestic and external demand [1][24] - High-growth industries and policy-supported sectors, such as automotive and transportation equipment, are benefiting from seasonal demand and infrastructure project advancements, maintaining active production [24] - Online consumption continues to show steady growth due to convenience and promotional activities, while traditional consumption sectors and real estate-related areas are experiencing weak demand [24] Computer Industry - Alibaba has launched the "Qwen" project to develop a personal AI assistant app, aiming to compete directly with ChatGPT, marking a significant strategic expansion into the consumer market [5] - Baidu has emphasized the value of AI applications and showcased a series of self-developed hardware, including the Kunlun chip, to strengthen its autonomous computing capabilities [6] - The domestic GPU company, Muxi, has received approval for its IPO, which will fund the development of high-performance general-purpose GPUs, indicating a key step for domestic high-end chips [7] - The computer sector maintains an "overweight" rating, with recommended stocks including Risheng Technology, Kingdee International, and others [4] Non-ferrous Metals Industry - The liquidity crisis has eased following the end of the U.S. government shutdown, leading to a recovery in precious metals [8] - Gold prices are expected to rise as market liquidity improves, while rare earth prices have continued to decline, indicating a cautious trading atmosphere [8] - Copper prices may experience volatility due to fluctuating Fed rate cut expectations and seasonal demand, but long-term demand remains strong [9] - The aluminum sector is seeing a positive outlook due to supply-demand dynamics, with rising prices and low inventory levels [9] Cosmetics Industry - The Double Eleven shopping festival showed robust double-digit growth, with instant retail and full-chain integration becoming key trends [12] - Domestic brands like Pechoin and international high-end brands have shown stable growth, with Pechoin maintaining its leading position in the Tmall beauty category [13] - Brands such as Ru Yuchen and Shangmei have reported significant growth in sales during the Double Eleven period, indicating strong brand performance [14]

Investment Rating - The report assigns an "Accumulate" rating for the mechanical industry [1] Core Insights - The report highlights that the weekly operating load rate of China's industrial gas sector has increased on a month-on-month basis. Additionally, Hangzhou Oxygen Plant has established an industrial fund focusing on investment opportunities in low-temperature deep cooling technology and controllable nuclear fusion [3][4] - Liquid argon continues its upward trend, while the average price of rare gases remains low and fluctuates. The average weekly operating load rate for industrial gases in China is reported at 69.69%, reflecting a month-on-month decrease of 1.63 percentage points [3][5] Summary by Sections Price Trends - Liquid oxygen has an average price of 422 RMB/ton, down 2.54% month-on-month but up 4.46% year-on-year. Liquid nitrogen is priced at 412.5 RMB/ton, down 4.6% month-on-month and down 5.5% year-on-year. Liquid argon is priced at 829 RMB/ton, up 7.94% month-on-month and up 15.85% year-on-year [5][6] Key Events - Hangzhou Oxygen Plant has announced the establishment of a venture capital partnership with a total subscribed capital of 1 billion RMB, focusing on industrial gases, low-temperature deep cooling technology, controllable nuclear fusion, and innovative energy power equipment [5][6] - Messer's new technology center in Chengdu has officially opened, equipped for demonstration, testing, and training across four core areas: welding and cutting, combustion technology, food and beverage, and water treatment [5][6] Company Recommendations - Recommended stocks include Hangzhou Oxygen Plant and Shaanxi鼓动力, with related stocks being Zhengfan Technology, Fostar, and Zhongtai Co., Ltd. [5][6]

- The dividend timing model's comprehensive factor value for the week of November 10-14, 2025, is -0.88, showing an improvement compared to the previous week's value of -1.06, but still below 0, indicating no positive signal[6][4] - The dividend timing model includes sub-factors such as market sentiment trend factor and dividend momentum factor. This week, the market sentiment trend factor decreased, while the dividend momentum factor increased, both contributing positively to the dividend style. However, the downward trend in U.S. Treasury yields and the recovery in analyst industry sentiment continue to negatively impact the dividend scoring, with the negative contribution from U.S. Treasury yields slightly reduced[7][4] - Factor values for specific indicators as of November 14, 2025, include: - Non-manufacturing PMI (China): -0.12 (unchanged from previous weeks)[11] - M2 YoY (China): 0.83 (unchanged from previous weeks)[11] - 10-year U.S. Treasury yield: -1.51 (slightly improved from -1.55 last week)[11] - Dividend relative net value: 0.17 (improved from -0.37 last week)[11] - Dividend yield relative to 10-year Chinese bond yield: -0.40 (declined from -0.33 last week)[11] - Net financing purchases: -0.25 (declined from 0.85 last week)[11] - Industry average sentiment: 2.14 (slightly declined from 2.23 last week)[11]

Quantitative Models and Construction Methods Model Name: GRU(10,2)+NN(10) - **Model Construction Idea**: This model combines Gated Recurrent Units (GRU) with a neural network (NN) to capture temporal dependencies in high-frequency data[4] - **Model Construction Process**: The model uses a GRU with 10 units and 2 layers, followed by a neural network with 10 units. The GRU processes sequential data, and the NN captures non-linear relationships[4] - **Model Evaluation**: The model shows strong performance in capturing temporal patterns and generating significant returns[4] Model Name: GRU(50,2)+NN(10) - **Model Construction Idea**: Similar to the GRU(10,2)+NN(10) model but with more GRU units to capture more complex temporal dependencies[4] - **Model Construction Process**: The model uses a GRU with 50 units and 2 layers, followed by a neural network with 10 units. This setup allows for deeper temporal feature extraction[4] - **Model Evaluation**: The model is effective in capturing complex temporal patterns and generating significant returns[4] Model Name: Multi-Granularity Model (5-day label) - **Model Construction Idea**: This model uses multiple granularities of data to improve prediction accuracy[4] - **Model Construction Process**: The model labels data with a 5-day horizon and uses a combination of features from different time scales to enhance prediction[4] - **Model Evaluation**: The model shows strong performance in capturing multi-scale patterns and generating significant returns[4] Model Name: Multi-Granularity Model (10-day label) - **Model Construction Idea**: Similar to the 5-day label model but with a 10-day horizon to capture longer-term dependencies[4] - **Model Construction Process**: The model labels data with a 10-day horizon and combines features from different time scales to enhance prediction[4] - **Model Evaluation**: The model is effective in capturing longer-term patterns and generating significant returns[4] Model Backtesting Results - **GRU(10,2)+NN(10)**: - Multi-Period Return: -1.32% (last week), -0.71% (November), 44.83% (2025)[4] - Excess Return: -0.77% (last week), -1.01% (November), 7.21% (2025)[4] - **GRU(50,2)+NN(10)**: - Multi-Period Return: -1.5% (last week), -1.23% (November), 44.56% (2025)[4] - Excess Return: -0.83% (last week), -0.92% (November), 7.9% (2025)[4] - **Multi-Granularity Model (5-day label)**: - Multi-Period Return: 0.75% (last week), 2.56% (November), 63.15% (2025)[4] - Excess Return: 1.07% (last week), 2.36% (November), 24.44% (2025)[4] - **Multi-Granularity Model (10-day label)**: - Multi-Period Return: 0.91% (last week), 2.55% (November), 57.7% (2025)[4] - Excess Return: 0.98% (last week), 2.27% (November), 24.14% (2025)[4] Quantitative Factors and Construction Methods Factor Name: Intraday Skewness Factor - **Factor Construction Idea**: This factor captures the skewness of intraday returns to identify asymmetric return distributions[4] - **Factor Construction Process**: The factor is calculated using the skewness of intraday returns over a specified period[4] - **Factor Evaluation**: The factor is effective in identifying stocks with asymmetric return distributions[4] Factor Name: Downside Volatility Proportion Factor - **Factor Construction Idea**: This factor measures the proportion of downside volatility to capture risk characteristics[4] - **Factor Construction Process**: The factor is calculated as the proportion of downside volatility relative to total volatility over a specified period[4] - **Factor Evaluation**: The factor is effective in identifying stocks with higher downside risk[4] Factor Name: Post-Open Buy Intention Proportion Factor - **Factor Construction Idea**: This factor measures the proportion of buy intentions after market open to capture investor sentiment[4] - **Factor Construction Process**: The factor is calculated as the proportion of buy orders relative to total orders after market open[4] - **Factor Evaluation**: The factor is effective in capturing investor sentiment and predicting stock movements[4] Factor Name: Post-Open Buy Intensity Factor - **Factor Construction Idea**: This factor measures the intensity of buy intentions after market open to capture investor sentiment strength[4] - **Factor Construction Process**: The factor is calculated as the intensity of buy orders relative to total orders after market open[4] - **Factor Evaluation**: The factor is effective in capturing the strength of investor sentiment and predicting stock movements[4] Factor Backtesting Results - **Intraday Skewness Factor**: - Multi-Period Return: -0.26% (last week), 0.49% (November), 22.76% (2025)[4] - Excess Return: 0.42% (last week), 1.46% (November), 6.14% (2025)[4] - **Downside Volatility Proportion Factor**: - Multi-Period Return: 0.38% (last week), 1.35% (November), 20.32% (2025)[4] - Excess Return: 0.41% (last week), 1.08% (November), 3.54% (2025)[4] - **Post-Open Buy Intention Proportion Factor**: - Multi-Period Return: 0.28% (last week), -0.01% (November), 19.33% (2025)[4] - Excess Return: 0.47% (last week), 0.28% (November), 8.78% (2025)[4] - **Post-Open Buy Intensity Factor**: - Multi-Period Return: 0.27% (last week), 0.57% (November), 26.36% (2025)[4] - Excess Return: -0.22% (last week), -0.55% (November), 10.06% (2025)[4]

Domestic Macro - The Ministry of Commerce and the General Administration of Customs announced the suspension of multiple export control measures effective from November 7, 2025, impacting various materials including rare earths and lithium batteries [5][15] - The Ministry of Finance released a report on the execution of China's fiscal policy for the first half of 2025, emphasizing the need for a more proactive fiscal policy and continued implementation of consumption-boosting initiatives [5][15] - The National Development and Reform Commission held a press conference on November 11, 2025, to discuss measures to further promote private investment development [5][15] Industry Policies - The Ministry of Industry and Information Technology issued a notice on November 7, 2025, to initiate key product innovation tasks in the fine chemical sector for 2025 [6][19] - The National Energy Administration released guidelines on promoting the integration of coal and new energy development on November 7, 2025 [6][19] - The National Development and Reform Commission and the National Energy Administration published guidance on promoting the consumption and regulation of new energy on November 10, 2025 [6][19] Local Policies - On November 8, 2025, a major project planning and implementation meeting was held in Qingdao, and the Chongqing government adjusted some administrative divisions [7][19] - The Beijing Municipal Government issued opinions on constructing a comprehensive data element pilot zone to deepen the market-oriented allocation of data elements on November 9, 2025 [7][19] - The Shanghai Municipal Government's executive meeting on November 10, 2025, focused on creating an open innovation hub to support leading industries in global competition [7][19] Overseas Dynamics - On November 8, 2025, the U.S. Democratic Party softened its stance on government shutdown, while the Republican Party acknowledged progress [9] - The South Korean government plans to reduce the maximum tax rate on dividend income from 35% to 25% [9] - On November 11, 2025, the European Union proposed to gradually eliminate Huawei and ZTE equipment from member states [9]

Macroeconomic Insights - M1 year-on-year decline attributed to weak credit performance from enterprises and households, with social financing growth continuing to decrease[3] - New policy financial tools are expected to support corporate loans, with the Ministry of Finance allocating 500 billion yuan to local governments to stabilize social financing in the last two months of the year[3] - The central bank has shifted focus from loan quantity targets to social financing and monetary indicators, indicating stable financial support for the real economy[3] Monetary Policy Outlook - Continued monetary easing is necessary to improve demand and price expectations, with room for further adjustments in mortgage rates and deposit rates[4] - As of September, the weighted average interest rate for new personal mortgages has only decreased by 3 basis points to 3.06%[4] Industry Developments - Haibo Shichuang and CATL signed a three-year agreement for no less than 200GWh of battery cell procurement, reflecting confidence in high growth for the energy storage sector[9] - Canadian company Artis signed a major contract for a 1.86GWh energy storage project, further solidifying its leading position in the North American market[10] Semiconductor Market Trends - NAND Flash demand is expected to rise significantly, driven by AI applications, with a 50% increase in prices for 512Gb TLC NAND wafers observed recently[20] - NOR Flash demand is also increasing, with manufacturers planning to raise prices by 30% due to heightened demand from AI servers[21] Financial Sector Analysis - As of October 2025, the total net asset value of public funds reached 36.02 trillion yuan, with a 2.26% month-on-month increase[29] - The market saw a net outflow of existing funds, with equity funds experiencing a 2.73% decrease in total shares[29] Consumer Behavior Insights - The CPI structure is changing, with service sector CPI showing a recovery trend while food CPI remains under pressure due to fluctuating pork prices[45] - The beverage and snack sectors are expected to benefit from improving consumer sentiment and demand, with recommendations for companies like Nongfu Spring and Three Squirrels[43]

Investment Rating - The report maintains a "Buy" rating for the company [7][41]. Core Insights - The user ecosystem continues to optimize, with profit exceeding expectations. The company achieved a revenue of 7.69 billion RMB in Q3 FY25, representing a year-on-year increase of 5.2%. The gross margin improved to 36.7%, up by 1.8 percentage points year-on-year [11][41]. - The adjusted net profit reached 790 million RMB, a significant year-on-year increase of 233.3%, with an adjusted net profit margin of 10.2%, up by 7.0 percentage points year-on-year [11][41]. - The company has adjusted its revenue forecasts for FY25-27 to 30.07 billion, 32.90 billion, and 35.82 billion RMB, respectively, reflecting a growth of 12.1%, 9.4%, and 8.8% [41]. Financial Summary - Revenue (in million RMB): - 2023: 22,528 - 2024: 26,832 - 2025E: 30,068 - 2026E: 32,904 - 2027E: 35,816 - Adjusted net profit (in million RMB): - 2023: -3,425 - 2024: -22 - 2025E: 2,344 - 2026E: 3,157 - 2027E: 3,972 - Adjusted net profit margin: - 2025E: 7.8% - 2026E: 9.6% - 2027E: 11.1% [5][41]. User Metrics - Daily Active Users (DAU) reached 117 million, up 9% year-on-year - Monthly Active Users (MAU) reached 376 million, up 8% year-on-year - Average daily user engagement time was 112 minutes, an increase of 6% year-on-year - Monthly paying users reached 35 million, up 17% year-on-year [11][41]. Segment Performance - Value-added services revenue was 3.02 billion RMB, up 7.1% year-on-year - Advertising revenue was 2.57 billion RMB, up 22.7% year-on-year - Mobile gaming revenue was 1.51 billion RMB, down 17.1% year-on-year due to high base effects from the previous year [11][41].

Investment Rating - The investment rating for the company is "Accumulate" with a target price of 21.81 CNY [2][3]. Core Views - The report indicates that the company's profitability is expected to rebound despite short-term pressures from engine maintenance affecting fleet turnover in the first three quarters of 2025. The overall industry supply and demand are projected to improve, and the company's high-quality route network is anticipated to demonstrate significant profit elasticity [3][14]. Financial Summary - Total revenue is projected to grow from 20,096 million CNY in 2023 to 27,036 million CNY by 2027, reflecting a compound annual growth rate (CAGR) of approximately 10.6% [5]. - Net profit attributable to the parent company is expected to increase from 778 million CNY in 2023 to 2,641 million CNY in 2027, with a notable growth rate of 118.8% in 2023 and 32.3% in 2027 [5]. - Earnings per share (EPS) is forecasted to rise from 0.36 CNY in 2023 to 1.21 CNY in 2027 [5]. - The return on equity (ROE) is expected to improve from 9.0% in 2023 to 20.0% in 2027 [5]. Market Data - The company's market capitalization is approximately 32,214 million CNY, with a 52-week stock price range of 12.17 to 15.28 CNY [6]. - The current stock price is 14.75 CNY, indicating a potential upside based on the target price [14]. Operational Insights - The company operates a fleet of 130 aircraft, with about 25% equipped with Pratt & Whitney engines, which are subject to maintenance issues affecting profitability [14]. - The introduction of the B787 wide-body aircraft is expected to enhance the company's international operations, with optimistic long-term prospects for profitability [14]. Comparative Analysis - The report includes a comparative valuation of similar airlines, indicating that the company maintains a competitive position within the industry [16][17].

Investment Rating - The report initiates coverage with a "Buy" rating for the company, targeting a price of 55.54 CNY per share [11][12]. Core Insights - The company is positioned as an AI enterprise that has successfully commercialized its technology in sectors such as electricity and water conservancy, and has launched the SF-X1 satellite-denial intelligent drone, which is expected to open new growth opportunities [2][12]. - The company has developed six foundational technology platforms, including an AI platform, big data and digital twin platform, and an intelligent drone technology platform, which support its digital transformation initiatives across various industries [12][29]. - The AI industry is at a strategic turning point, with the company focusing on deepening its understanding of industry scenarios and expanding its market share through successful commercial applications of AI technology [39][40]. Financial Summary - The company forecasts total revenue growth from 798 million CNY in 2023 to 1,741 million CNY in 2027, with annual growth rates of 18.9%, 21.6%, 20.5%, 21.1%, and 22.9% respectively [5][21]. - Net profit attributable to the parent company is projected to increase from 42 million CNY in 2023 to 114 million CNY in 2027, with growth rates of 48.4%, 23.6%, 25.7%, 32.9%, and 33.0% [5][21]. - The earnings per share (EPS) is expected to rise from 0.18 CNY in 2023 to 0.49 CNY in 2027 [5][21]. Revenue and Profitability Forecast - The company anticipates stable revenue growth in its transmission projects, with expected growth rates of 16%, 17%, and 18% from 2025 to 2027, and a gross margin improvement to 32.57% by 2027 [17]. - In the substation projects, revenue growth is expected to be 8%, 6%, and 5% over the same period, maintaining a gross margin of 23.27% [18]. - The rail transit projects are projected to see significant revenue growth of 60%, 50%, and 50% from 2025 to 2027, with gross margins increasing to 32.94% [19]. - The water conservancy projects are expected to grow at rates of 35%, 30%, and 30%, achieving a gross margin of 55.83% by 2027 [20]. Valuation Analysis - The report employs both PE and PS valuation methods, predicting a PE of 150x for 2026, leading to a target price of 55.54 CNY per share [25][26]. - The PS valuation method suggests a target price of 61.16 CNY per share based on projected revenues of 11.70 billion CNY in 2025 and 14.17 billion CNY in 2026 [26]. Product Launch - The company has launched the SF-X1 satellite-denial intelligent drone, designed for various inspection and detection tasks in challenging environments, enhancing operational capabilities in sectors like infrastructure and high-risk scenarios [48][49].

Investment Rating - The report maintains a "Buy" rating for the company with a target price of 35.60 CNY [5][13]. Core Insights - The company's performance remains stable, and it is expected to continue driving growth through further optimization of digital capabilities and deepening diverse customer needs [2]. - The company reported a slight decline in revenue for Q3 2025, with total revenue of 11.116 billion CNY, a year-on-year decrease of 1.74%. However, the company demonstrated resilience in the market [11]. - The net profit attributable to the parent company for Q3 2025 was 194 million CNY, a year-on-year decrease of 6.58%, while the non-recurring net profit increased by 10.25% [11]. Financial Summary - Total revenue is projected to grow from 38.312 billion CNY in 2023 to 57.441 billion CNY in 2027, with growth rates of 18.5%, 12.3%, 8.8%, 12.5%, and 9.1% respectively [4]. - The net profit attributable to the parent company is expected to increase from 548 million CNY in 2023 to 1.116 billion CNY in 2027, with significant growth in 2024 and 2025 [4]. - The earnings per share (EPS) is forecasted to rise from 0.97 CNY in 2023 to 1.97 CNY in 2027 [4]. Market Data - The company's market capitalization is approximately 10.745 billion CNY, with a 52-week stock price range of 17.02 to 22.80 CNY [6]. - The company has a net asset value per share of 12.62 CNY and a price-to-book ratio of 1.5 [7]. Profitability Metrics - The return on equity (ROE) is projected to improve from 9.1% in 2023 to 13.5% in 2027 [4]. - The net profit margin is expected to stabilize around 2.5% by 2027, reflecting a slight decrease from previous years [12]. Future Outlook - The company is expected to benefit from non-recurring gains related to the transfer of equity in Beijing Urban Huangsi Commercial Co., which will impact the financials positively in 2025 [11][13]. - The report emphasizes the importance of AI in enhancing the recruitment process, which is anticipated to significantly improve operational efficiency [11].