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AI can solve partial differential equations thousands of times faster than before, and partial differential equations play an important role in engineering and science. In a recent study, scientists from Johns Hopkins University in the United States have developed a new artificial intelligence (AI) model called "Differential Mapping Operator Learning" (DIMON), which can solve complex partial differential equations on personal computers, thousands of times faster than before, and is expected to "show its talents" in the fields of aerospace, automobiles and medicine. Related papers were published in the journal Nature Computational Science published on the 9th.Galaxy Securities: Macro-policies have increased the accumulation of positive factors in bank fundamentals. The china galaxy Securities Research Report said that the macro-policy upgrade has exceeded expectations and supported the growth of bank credit. Bank spreads are still under pressure, but the release of debt cost optimization results is expected to form support. Preventing and resolving the risk orientation in key areas remains unchanged, and the asset quality and risk expectation of banks are expected to benefit. The positive factors in the fundamentals of banking operations have accumulated, and we will continue to be optimistic about the allocation value of the banking sector and maintain the recommended rating. For individual stocks, ICBC, China Construction Bank, Postal Savings Bank, Jiangsu Bank and Changshu Bank are recommended.Policy combination boosts confidence, and public offering: China's assets will usher in a further increase in valuation. On December 9, the Political Bureau of the Communist Party of China (CPC) Central Committee held a meeting to analyze and study the economic work in 2025. A number of public offerings said that the meeting sent a very positive signal. At present, the economy is resilient, the investor structure is constantly optimized, and the market activity continues to increase. China assets may have an opportunity to raise their valuations again. From the perspective of funds, Jing Shun Great Wall Fund analyzed that the current A-share market is in the most active stage since 2015, and there are many potential bulls in the market. Policy expectations are expected to drive incremental funds into the market, forming a resonance between emotions and funds. (SSE)

AI can solve partial differential equations thousands of times faster than before, and partial differential equations play an important role in engineering and science. In a recent study, scientists from Johns Hopkins University in the United States have developed a new artificial intelligence (AI) model called "Differential Mapping Operator Learning" (DIMON), which can solve complex partial differential equations on personal computers, thousands of times faster than before, and is expected to "show its talents" in the fields of aerospace, automobiles and medicine. Related papers were published in the journal Nature Computational Science published on the 9th.Australia's S&P/ASX200 index opened down 12.60 points, or 0.15%, at 8380.4 points on Wednesday, December 11th.Non-bank deposit self-discipline initiative has landed, and bank financial management has welcomed "three changes". "Non-bank deposit self-discipline initiative involves a large scale of deposits, and some banks have begun to rectify. For the banking industry, the overall advantages outweigh the disadvantages. On the one hand, some configurable high-yield assets are gone; On the other hand, self-regulatory initiatives are beneficial to the bond market, and bond assets are an important direction for bank financial allocation. The most important thing is that in terms of risk-return characteristics, bank wealth management products are similar to interbank deposits, and it is expected that a large amount of funds will flow into the bank wealth management market from the interbank deposit market. " On December 10, a person from a financial company of a city commercial bank in the southern region bluntly told reporters.

Goldman Sachs: I don't agree that gold can't reach $3,000 under a strong dollar. Goldman Sachs said that we don't agree with the view that the price of gold can't rise to $3,000 per ounce by the end of 2025 when the dollar remains strong for a long time. We predict that gold will reach $3,000 per ounce by the end of 2025, and the reduction of interest rate cuts by the Federal Reserve (rather than the strengthening of the US dollar) is the downside risk of this prediction.Institution: In November, the average price of second-hand residential buildings in Baicheng dropped by 0.57% month-on-month. According to the 100-city price index of China's real estate index system, in November 2024, the average price of second-hand residential buildings in Baicheng fell by 0.57% month-on-month, narrowing by 0.03 percentage points from last month. It fell by 7.29% year-on-year. In November, the average price of second-hand residential buildings in the top ten cities fell by 0.17% month-on-month, which was 0.16 percentage points lower than that of the previous month. It fell by 7.16% year-on-year, and the decline was narrowed by 0.36 percentage points from the previous month. In terms of cities, the prices of second-hand houses in Shenzhen and Chengdu rose by 0.21% and 0.12% respectively. Nanjing had the largest decline from the previous month, with 0.60%; Wuhan, Hangzhou and Tianjin followed closely, with decreases of 0.43%, 0.42% and 0.31% respectively. Guangzhou, Shanghai and Beijing all experienced month-on-month declines of 0.1%-0.3%; Chongqing (the main city) has the smallest decline of 0.07%. In terms of year-on-year, Wuhan and Nanjing experienced large year-on-year declines, accounting for 10.82% and 10.24% respectively. Chongqing (the main city), Beijing, Hangzhou and Shanghai all experienced year-on-year declines of 7%-9%; The prices of second-hand houses in Tianjin, Guangzhou and Chengdu all fell by 5-7% year-on-year; Shenzhen fell by 4.42% year on year.Everbright Securities: The effect of trade-in subsidy for the whole year is much better than expected. Everbright Securities released a research report saying that the Politburo proposed to implement more relaxed policies, vigorously boost consumption and lead the development of new quality productivity. The intelligent direction of the automobile industry not only conforms to the development tone, but also plays an important role in boosting consumption. At the same time, the industry involves the "two new" themes of large-scale equipment renewal and trade-in of consumer goods, and the bank continues to be optimistic about investment opportunities in the automobile sector driven by favorable policies.