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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.Australia's S&P/ASX200 index opened down 12.60 points, or 0.15%, at 8380.4 points on Wednesday, December 11th.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.

Galaxy Securities: The equity market rebounded, and the improved double-low strategy exceeded 9% during the year. According to china galaxy Securities, the last cycle (11.26-12.9) recorded 2.3%, 1.7% and 3.2% respectively (the benchmark for the same period was 2.7%). Since the beginning of this year, the performance of the three types of strategies has been 8.5%, 8.6% and 15.1% respectively (the benchmark for the same period is 6.6%), and the cumulative excess rate of return is 2-9%. In the last cycle, the equity market rebounded and repaired. Wandequan A rose by 4.05%, and CSI convertible bonds followed (2.68%), among which the double-low style (3.25%) rose higher, and the low-price enhancement and low-price large-market strategy slightly underperformed the benchmark, and the double-low improvement strategy continued to dominate.SpaceX is valued at about $350 billion due to internal stock sales. According to an email sent to employees seen by the media, SpaceX and its investors have agreed to acquire the company's common stock of up to $1.25 billion at a price of $185 per share. This transaction values the rocket and satellite manufacturer owned by elon musk at about $350 billion. The memo said that the price of $185 per share was much higher than the valuation of $112 less than three months ago. The memorandum was further confirmed by insiders. According to the memo, only SpaceX offered to buy up to $500 million in common stock.On the morning of December 9, Leo, Party Secretary and Chairman of Shanghai Electric Group, went to Seoul, South Korea, and held talks with Zhao Xianjun, President of Xiaoxing Group. The two sides had in-depth exchanges on joint ventures and cooperation in the field of new energy. During the talks, the two sides also discussed the cooperation potential in the fields of hydrogen energy and power grid equipment, sought cooperation opportunities in technology research and development, project investment and market development, and jointly explored cooperative development models in the field of new energy to meet the challenges brought by global energy transformation.

More than 700 listed companies have announced the replacement of the audit institutions in 2024. According to incomplete statistics, since the beginning of this year, the number of listed companies planning to replace the accounting firms in 2024 has exceeded 700. Among them, the number of listed companies that intend to change accounting firms in October and November is 248 and 200 respectively. Looking back at the "exchange tide", three phenomena stand out: First, in order to improve the quality and ability of capital market intermediaries, the supervision of accounting firms by the regulatory authorities has been significantly enhanced. Based on the principle of prudence, listed companies collectively cancel the contract with the "problem institute"; Second, under the heavy penalty, more and more accountants choose to change their firms to practice, while listed companies choose to change their firms instead of accountants; Third, listed companies employ audit institutions through competitive negotiation, public bidding, invitation bidding, etc. In the bidding process, in order to attract more customers and increase the signing rate, the phenomenon of audit institutions reducing prices has increased. (Securities Daily)The restricted shares with a market value of 463 million yuan were lifted today. Smith Barney, Foreign Service Holdings and Aimeike were among the top companies in terms of market value. On Wednesday (December 11th), the restricted shares of four companies were lifted, with a total lifting amount of 31.3389 million shares. According to the latest closing price, the total lifting market value was 463 million yuan. Judging from the amount of lifting the ban, one company lifted more than 10 million shares. Smith Barney Technology, Foreign Service Holdings and Pulitzer were among the top, with 24,446,500 shares, 6,503,200 shares and 234,800 shares respectively. Judging from the market value of lifting the ban, the number of shares lifted by a company exceeds 100 million yuan. Smith Barney Technology, Foreign Service Holdings and Aimeike are among the top companies in terms of market value, with market values of 392 million yuan, 34.8574 million yuan and 33.43 million yuan respectively. Judging from the proportion of shares released from the ban to the total share capital, the proportion of one company released from the ban exceeded 10%. Smith Barney Technology, Foreign Service Holdings and Aimeike are among the top companies, with the lifting rates of 29.38%, 0.28% and 0.05% respectively.The reporter explored: optimizing the transaction structure, the second-hand housing has become a hot spot in the market. "After the recent new property market policy, especially the reduction of transaction tax burden such as value-added tax, the second-hand housing is particularly popular." A senior real estate agent manager in Jindaotian District, Luohu District, Shenzhen, told the reporter, "Take several shed-reformed communities here as an example. Recently, more than 20 second-hand houses can be sold in each community every month. The price is low, the house is new and the location belongs to the urban area, which is very suitable for those who just need to buy a home." According to the data of Shenzhen Zhongyuan Research Center, the unit price of second-hand houses in the range of 40,000 yuan to 60,000 yuan accounted for 32.1% in November, ranking first and the increase was the most obvious. The transaction of new houses with a "building age" of less than 10 years was the most active. The reporter found out that in the second-hand housing market in several key cities, the transactions of new second-hand houses with relatively new "building age" are more active. Take Tianhe Park, a plate with high popularity of second-hand houses in Guangzhou, as an example. According to shell data, 41 sets were sold in this plate in October, a significant increase of 127.8% from the previous month. According to Yan Yuejin, vice president of Shanghai Yiju Real Estate Research Institute, the adjustment of tax policy will accelerate the listing of second-hand houses and good houses, which in turn will help buyers subscribe for second-hand houses and large-sized houses, which will have a positive effect on optimizing the transaction structure of second-hand houses and boosting second-hand housing transactions. (e company)