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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.NVIDIA's market value evaporated by 660 billion yuan overnight. On December 10th, local time, the three major US stock indexes collectively closed down, with the Dow down 0.35%, the Nasdaq down 0.25% and the S&P 500 index down 0.30%. Among them, NVIDIA fell by 2.69%, and its market value evaporated by 91.593 billion US dollars (about 664.047 billion yuan) overnight.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.

Galaxy Securities: Pay attention to investment opportunities in the fields of cement, consumer building materials, glass fiber, etc. The Galaxy Securities Research Report pointed out that 1) Cement: the price continues to push up, and the northern region has entered the winter peak-shifting stage. In November, the weather gradually turned cold, and the downstream market demand dropped slightly. Most provinces in the north have entered the stage of winter peak-shifting and kiln-stopping, and the kiln-stopping rate is above 80%. Under the background of improving supply and demand in the industry, cement enterprises continue to push up cement prices. 2) Consumer building materials: The retail end continued to improve month on month. In October, the retail sales of building and decoration materials decreased by 5.8% year-on-year and increased by 4.9% quarter-on-quarter. Recently, with the stabilization of commercial housing sales, the demand for consumer building materials has improved. 3) Glass fiber: the price of roving rose slightly at the end of the month, and the price of electronic yarn was temporarily stable. In November, the demand for wind power yarn and thermoplastic yarn was stable, but the demand for traditional building materials was still under pressure, which led to the general demand for roving. There are resumption of production and new ignition production lines within the month, and the annual production capacity has increased; Near the end of the month, glass fiber enterprises issued a notice of re-pricing roving and products. It will take some time for the new price to land, but it will have a certain driving effect on demand and price in the short term. 4) Float glass: at the end of the year, work will continue to support the market demand and the inventory of enterprises will be improved. In November, work was rushed to support the demand of float glass terminal, but the middle and lower reaches mainly digested the previous inventory, and the purchasing enthusiasm declined. In the context of the contradiction between supply and demand in the industry, the production capacity has been significantly reduced, and the inventory pressure of float glass enterprises has improved. Suggested attention: Beixin Building Materials, CONCH, China Jushi, etc.Market information: Honda will terminate its autonomous driving partnership with General Motors.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 National Southeast Regional Emergency Rescue Center is about to be delivered. It was learned from the recent press conference held in Chaozhou, Guangdong that the National Southeast Regional Emergency Rescue Center is about to be delivered. The National Southeast Regional Emergency Rescue Center is located in Chao 'an District, Chaozhou City, Guangdong Province. It is one of the six national regional emergency rescue centers in China, focusing on the emergency rescue of typhoons and their secondary and derivative disasters. It has basic functions such as emergency command, comprehensive rescue, training drills, equipment storage and transportation, etc., to ensure that it can reach the disaster area in the shortest time to complete the difficult rescue task. (CCTV News)South Korean Finance Minister and US Treasury Secretary Yellen confirmed that they will work closely together.Vanke: It received a loan of 1.05 billion yuan from the Postal Savings Bank. On December 10th, Vanke Enterprise Co., Ltd. (Vanke A, 000002.SZ) issued an announcement on providing guarantee for bank loans. According to the announcement, Vanke recently applied for a loan from Shenzhen Luohu Sub-branch of Postal Savings Bank of China Co., Ltd. (hereinafter referred to as "Postal Savings Bank"), with a total loan principal of RMB 1.05 billion, and subsequent companies will make withdrawals according to business needs. The holding subsidiaries of the Company provide corresponding mortgage and pledge guarantee for the relevant loans respectively, and at the same time, the holding subsidiaries, as co-borrower, undertake repayment obligations together with the Company. After this guarantee, the total external guarantee of the company and its holding subsidiaries will be 118.673 billion yuan, accounting for 4.732% of the company's audited net assets attributable to shareholders of listed companies at the end of 2023.