NVIDIA Advances AI-Driven Digital Twins for Enhanced CFD Simulations

By: blockchain news|2025/05/16 12:00:14

NVIDIA is making significant strides in computational fluid dynamics (CFD) simulations by integrating AI-driven digital twins into their Omniverse platform. This innovation, which leverages NVIDIA's advanced technologies, promises to enhance the speed and accuracy of simulations, according to NVIDIA's blog. Revolutionizing CFD with AI and Digital Twins The integration of digital twins into CFD simulations allows for real-time, precise modeling of fluid dynamics, which is crucial in industries such as aerospace, automotive, and electronics. NVIDIA's Omniverse Blueprint for real-time digital twins utilizes NVIDIA CUDA-X libraries, PhysicsNeMo AI framework, and the Universal Scene Description (OpenUSD) to create a seamless ecosystem for these simulations. The use of OpenUSD provides a unified data model that enhances the interoperability of tools within the computer-aided engineering (CAE) ecosystem. This capability is essential for engineering projects that depend on reliable and consistent CFD simulations. Industry Collaboration and Accelerated Performance NVIDIA's recent announcement at the NVIDIA GTC event highlighted collaborations with leading CAE software providers like Ansys, Altair, Cadence, Siemens, and Synopsys. These collaborations aim to accelerate simulation tools by up to 50x using the NVIDIA Blackwell platform. This acceleration not only reduces product development time and costs but also improves design accuracy while maintaining energy efficiency. Ansys, a leader in simulation software, is harnessing NVIDIA's technologies to perform real-time physics and accelerated simulations. By using NVIDIA GPUs and Blackwell's computing capabilities, Ansys can conduct complex CFD simulations at unprecedented speeds. Expanding the Scope of Real-Time Simulations With the adoption of Omniverse and OpenUSD, Ansys is creating connected and collaborative environments for CFD simulations. This integration allows for the construction of real-time digital twins that consolidate data from various sources, enhancing the scope and accuracy of simulations in visually rich environments. The advancements in digital twin technology are not only transforming CFD workflows but are also paving the way for new possibilities in 3D workflows and accelerated computing, as showcased during the upcoming NVIDIA GTC Taipei event at COMPUTEX. For further insights into NVIDIA's advancements in digital twins and CFD simulations, visit the NVIDIA blog . nvidia digital twins ai cfd

On March 4, 2026, DDC Enterprise Limited (NYSE American: DDC) today announced preliminary, unaudited full-year financial performance for the year ended December 31, 2025. The company expects to achieve record revenue and record positive adjusted EBITDA, primarily driven by continued growth in its core consumer food business and overall margin improvement. The final audited financial report is expected to be released in mid-April 2026.

2025 Full-Year Financial Highlights

Revenue: Expected to be between $39 million and $41 million, reaching a new company high.

Organic Growth: Excluding the impact of the company's strategic contraction of its U.S. operations, core revenue is expected to grow 11% to 17% year over year.

Gross Profit Margin: Expected to be between 28% and 30%, reflecting continued operational efficiency improvements.

Adjusted EBITDA: The company expects to achieve a positive full-year result in 2025, a significant improvement from a $3.5 million loss in 2024, mainly due to rigorous cost controls and a higher-margin sales mix.

Core Consumer Food Business Performance

In 2025, DDC's core consumer food business maintained strong operational performance.

The company also disclosed Core Consumer Food Business Adjusted EBITDA, a metric that further excludes costs related to its Bitcoin reserve strategy and non-cash fair value adjustments related to its Bitcoin holdings from adjusted EBITDA to more accurately reflect the core business performance.

In 2025, Core Consumer Food Business Adjusted EBITDA is expected to be between $5.5 million and $6 million.

Bitcoin Reserve Update

In the first half of 2025, DDC initiated a long-term Bitcoin accumulation strategy, holding Bitcoin as its primary reserve asset.

As of December 31, 2025: The company holds 1,183 BTC.

As of February 28, 2026: Holdings increased to 2,118 BTC

Today's additional purchase of 65 BTC brings the company's total holdings to 2,183 BTC

DDC Founder, Chairman, and CEO Norma Chu stated, "We are proud to have closed 2025 with record revenue and positive adjusted EBITDA, demonstrating the steady growth of the company's consumer food business and the ongoing improvement in profitability. We are building a disciplined, growth-oriented food platform and strategically allocating capital to Bitcoin assets with a long-term view, aligning with our core beliefs. We believe that this dual-track model of 'Steady Consumer Business + Strategic Bitcoin Reserve' will help DDC create lasting long-term value for shareholders."

Adjusted EBITDA Definition
For the full year 2025, the company defines "Adjusted EBITDA" (a non-GAAP financial measure) as: Net income / (loss) excluding the following items:· Interest expense· Taxes· Foreign exchange gains/losses· Long-lived asset impairment· Depreciation and amortization· Non-cash fair value changes related to financial instruments (including Bitcoin holdings)· Stock-based compensation

About DDC Enterprise Limited

DDC Enterprise Limited (NYSE: DDC) is actively implementing its corporate Bitcoin Treasury strategy while continuing to strengthen its position as a leading global Asian food platform.

The company has established Bitcoin as a core reserve asset and is executing a prudent, long-oriented accumulation strategy. While expanding its portfolio of food brands, DDC is gradually becoming one of the public company pioneers in integrating Bitcoin into its corporate financial architecture.

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DDC Enterprise Limited Announces 2025 Unaudited Preliminary Financial Performance: Record Revenue Achieved, Bitcoin Treasury Grows to 2183 Coins