SES AI to Launch Its Material Discovery Software and Service Platform, Molecular Universe MU-0, Powered by Physics and AI, and Set to Transform Material Discovery in Battery Industry

SES AI Corporation (“SES AI”) (NYSE: SES), a global leader in the development and manufacturing of AI-enhanced high-performance Li-Metal and Li-ion batteries, will host a live demo on April 29, 2025, at 11 a.m. ET to unveil Molecular Universe MU-0 its latest battery material discovery software and service platform, powered by physics and AI.

This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20250410888310/en/

Molecular Universe MU-0 is SES AI’s latest battery material discovery software and service platform. This 2D map visualizes a 512 dimensional universe of small molecules through a dimension reduction algorithm called UMAP (Uniform Manifold Approximation and Projection). It’s the world’s largest database of small molecules and battery-related properties that we know of. Users can interact, filter, search and ask questions in natural language to accelerate their next generation battery development.

Molecular Universe MU-0 is SES AI’s latest battery material discovery software and service platform. This 2D map visualizes a 512 dimensional universe of small molecules through a dimension reduction algorithm called UMAP (Uniform Manifold Approximation and Projection). It’s the world’s largest database of small molecules and battery-related properties that we know of. Users can interact, filter, search and ask questions in natural language to accelerate their next generation battery development.

This breakthrough includes what SES AI believes to be the world’s first reveal of a map of the molecular universe suitable for battery applications, a platform that allows battery industry professionals and academic researchers to look up a vast database of possible small molecules with one consolidated search. With tiered pricing based on access levels, users can explore the map of the Molecular Universe, uncovering molecular properties through an interactive interface that aims to fast-track battery R&D and make the next major energy breakthrough accessible in just few clicks.

Founder and CEO Qichao Hu noted, “MU-0 will be the first-of-its-kind material discovery toolkit in the battery field, offering an end-to-end service from uncovering molecular properties through an interactive map to strategic support including evaluating the most viable candidates with the authoritative insights of human scientists. With four key features, including Map, Filter, Search, and Ask, MU-0 is built to meet the growing demand for advanced materials discovery, testing and validation from OEMs and scientific research institutes to accelerate their next generation battery technology development. As evidenced by the two signed OEMs already aligned with our vision, we believe that MU-0 will be the key enabler in propelling the electrification across electric vehicles, energy storage, urban air mobility, robotics, drones, and more."

The initial public release of the Molecular Universe software and service platform MU-0 will be available following the live demo. During the demo, the SES AI team will showcase MU-0, now offering various tiers of functionality and pricing, and allow the audience to explore our map of the Molecular Universe through live prompt submissions. Attendees will get a first look at how MU-0 makes molecular discovery faster, more intuitive and more powerful by combining the world’s largest database for battery-suitable molecules, their properties, and human-centered reason-based LLM search tool.

Register here: https://www.ses.ai/molecular-universe to experience MU-0 firsthand.

About SES AI:

SES AI Corp. (NYSE: SES) is powering the future of global electric transportation on land and in the air with the world’s most advanced Li-Metal batteries. SES AI is the first battery company in the world to accelerate its pace of innovation by utilizing superintelligent AI across the spectrum of its business, from research and development; materials sourcing; cell design; engineering and manufacturing; to battery health and safety monitoring. Founded in 2012, SES AI is an Li-Metal battery developer and manufacturer headquartered in Boston and with operations in Singapore, Shanghai, and Seoul. Learn more at SES.AI.

SES AI may use its website as a distribution channel of material company information. Financial and other important information regarding SES AI is routinely posted on and accessible through the Company’s website at www.ses.ai. Accordingly, investors should monitor this channel, in addition to following SES AI’s press releases, Securities and Exchange Commission filings and public conference calls and webcasts.

Forward-Looking Statements

This press release contains statements that SES AI believes are “forward-looking statements” within the meaning of the Private Securities Litigation Reform Act of 1995. These forward-looking statements include, without limitation, statements relating to expectations for future financial performance, business strategies or expectations for our business. These statements are based on the beliefs and assumptions of the management of SES AI. Although SES AI believes that its plans, intentions and expectations reflected in or suggested by these forward-looking statements are reasonable, it cannot provide assurance that it will achieve or realize these plans, intentions or expectations. These statements constitute projections, forecasts and forward-looking statements, and are not guarantees of performance. Such statements can be identified by the fact that they do not relate strictly to historical or current facts. When used in this press release, words such as “anticipate”, “believe”, “can”, “continue”, “could”, “estimate”, “expect”, “forecast”, “intend”, “may”, “might”, “plan”, “possible”, “potential”, “predict”, “project”, “seek”, “should”, “strive”, “target”, “will”, “would” and similar expressions may identify forward-looking statements, but the absence of these words does not mean that a statement is not forward-looking.

You should not place undue reliance on these forward-looking statements. Should one or more of a number of known and unknown risks and uncertainties materialize, or should any of SES AI’s assumptions prove incorrect, our actual results or performance may be materially different from those expressed or implied by these forward-looking statements. Some factors that could cause actual results to differ include, but are not limited to the following risks: risks related to the marketing and commercialization of SES AI’s battery material discovery software and service platform, risks related to the development and commercialization of SES AI’s battery technology and the timing and achievement of expected business milestones; risks relating to the uncertainty of achieving and maintaining profitability; risks relating to the uncertainty of meeting future capital requirements; the ability of SES to integrate its products into electric vehicles (“EVs”) and Urban Air Mobility (“UAM"), drones, battery energy storage systems, robotics and other applications; the risk that delays in the pre-manufacturing development of SES AI’s battery cells could adversely affect SES AI’s business and prospects; the market for air mobility, and for use of Li-Metal technology in air mobility applications, is still emerging and may not achieve the growth potential we expect; the risk that the market for SES AI’s AI-based services is still emerging, and its AI programs may not achieve the growth potential SES AI expects; risks relating to the development of the UAM market and demand for batteries from the UAM industry; potential supply chain difficulties; the ability of SES AI to engage target original equipment manufacturers (“OEMs”) customers successfully and integrate SES AI’s products into EVs manufactured by OEM customers; the ability to obtain raw materials, components or equipment through new or existing supply relationships; our use of artificial intelligence and machine learning may result in legal and regulatory risk; risks resulting from SES AI’s joint development agreements and other strategic alliances and investments; product liability and other potential litigation, regulation and legal compliance; SES AI’s ability to attract, train and retain highly skilled employees and key personnel; developments in alternative technology or other fossil fuel alternatives; risks related to SES AI’s intellectual property; business, regulatory, political, operational, financial and economic risks related to SES AI’s business operations outside the United States; SES AI’s failure to satisfy certain NYSE listing requirements may result in its Class A common stock being delisted from the NYSE, which could eliminate or adversely affect the trading market for SES AI’s Class A common stock; the volatility of SES AI’s common stock and value of SES AI’s public warrants; SES AI has identified material weaknesses in its internal control over financial reporting and may identify material weaknesses in the future or otherwise fail to maintain an effective system of internal controls and the other risks described in “Part I, Item 1A. Risk Factors” in our annual report on Form 10-K for the fiscal year ended December 31, 2024 filed with the Securities and Exchange Commission (“SEC”) on February 28, 2025 and other documents filed from time to time with the SEC. There may be additional risks that SES AI presently knows and/or believes are immaterial that could also cause actual results to differ from those contained in the forward-looking statements. In addition, forward-looking statements reflect SES AI’s expectations, plans or forecasts of future events and views only as of the date of this press release. SES AI anticipates that subsequent events and developments will cause its assessments to change. However, while SES AI may elect to update these forward-looking statements at some point in the future, SES AI specifically disclaims any obligation to do so. These forward-looking statements should not be relied upon as representing SES AI’s assessments as of any date subsequent to the date of this press release.

As evidenced by two signed OEMs, MU will be the first-of-its-kind material discovery toolkit in the battery field, offering an end-to-end service to uncover molecular properties and evaluate top candidates through an interactive map with advanced features.

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