Space & Satellites
AI and High-Performance Computing Revolutionize Space Weather Forecasting

Introduction
Space weather forecasting is a critical field that impacts a wide range of technological systems, from satellite communications to power grids. The dynamic conditions in space, influenced by solar activity such as solar flares and coronal mass ejections, can have significant effects on Earth’s magnetic field and upper atmosphere. Predicting these events accurately is essential for mitigating their impact on modern infrastructure.
Historically, space weather forecasting has relied on observational data from satellites and ground-based observatories. However, the complexity of solar activity and the sheer volume of data have made accurate predictions challenging. This is where advancements in artificial intelligence (AI) and high-performance computing come into play, offering new possibilities for improving the accuracy and speed of space weather forecasts.
The collaboration between Aerospace Corp. and Google Public Sector marks a significant step forward in this field. By leveraging AI and high-performance computing, they aim to enhance space weather forecasting, making it more accurate and timely. This partnership not only advances scientific discovery but also strengthens the resilience of critical infrastructure that underpins our modern way of life.
The Role of AI and High-Performance Computing
Advancing Space Weather Forecasting
AI and machine learning (ML) have the potential to revolutionize space weather forecasting by analyzing vast amounts of data quickly and efficiently. Traditional methods have struggled with the complexity of solar activity and the volume of observations. For example, NASA’s Solar Dynamics Observatory provides about 70,000 daily images, which can be overwhelming for conventional forecasting systems.
AI models, however, can process this data more effectively, identifying patterns and making predictions with greater accuracy. The use of high-performance computing further enhances this capability, enabling real-time analysis and reducing the time required for forecasts. This combination of AI and high-performance computing is a game-changer for space weather forecasting.
One of the key technologies being applied in this collaboration is Vertex AI, a Google Cloud machine-learning platform. This platform allows for the training of machine-learning models on extensive datasets, including those from solar observatories and historical space weather events. By minimizing bias and optimizing computational efficiency, these models can provide more reliable forecasts.
“This collaboration is a game-changer for space weather forecasting and a powerful example of how innovation and partnership can drive national security and societal impact,” said Kevin Bell, Aerospace Engineering and Technology Group senior vice president.
Energy Efficiency and Cost
AI-driven forecasting is not only faster but also more energy-efficient. For instance, Google DeepMind’s AI model, GraphCast, can predict weather patterns in under a minute on a single desktop computer, a significant improvement over current supercomputer-based systems. This efficiency translates to cost savings, making advanced forecasting more accessible.
The energy efficiency of AI models is particularly important given the computational demands of space weather forecasting. High-performance computing resources are essential for handling the vast amounts of data involved, and AI can optimize the use of these resources, reducing both energy consumption and costs.
This efficiency is crucial for the scalability of space weather forecasting. As the volume of data continues to grow, the ability to process it quickly and efficiently will be key to maintaining accurate and timely forecasts. AI and high-performance computing offer a sustainable solution to this challenge.
Federal Initiatives and Global Implications
Federal Collaboration
The collaboration between Aerospace Corp. and Google Public Sector is part of a broader trend of federal initiatives aimed at enhancing space weather forecasting. The Promoting Research and Observations of Space Weather to Improve Forecasting of Tomorrow (PROSWIFT) Act of 2020 marked a significant milestone in coordinating federal efforts to improve space weather forecasting and mitigation.
Federal agencies such as NOAA, NASA, and the National Science Foundation (NSF) have been at the forefront of these efforts. The integration of AI and high-performance computing into space weather forecasting aligns with the goals of these initiatives, providing new tools for predicting and mitigating the effects of space weather events.
The Space Weather Operations, Research, and Mitigation (SWORM) Subcommittee and the Space Weather Advisory Group (SWAG) play key roles in coordinating these efforts. These groups bring together experts from various agencies to develop strategies for improving space weather forecasting and enhancing the resilience of critical infrastructure.
Global Impact
Accurate space weather forecasting has global implications, affecting satellite communications, navigation systems, power grids, and aviation. Severe space weather events can disrupt these systems, leading to significant economic and societal impacts. Improved forecasting can help in preparing for and mitigating these effects, ensuring the stability of global technological and economic systems.
The collaboration between Aerospace Corp. and Google Public Sector is a step towards building a Space-Weather-Ready Nation. By advancing the science of space weather forecasting, this partnership not only enhances national security but also contributes to global resilience. The integration of AI and high-performance computing into space weather forecasting is a transformative development with far-reaching implications.
As technology continues to advance, the ability to predict and mitigate the effects of space weather events will become increasingly important. The collaboration between Aerospace Corp. and Google Public Sector sets a precedent for future partnerships in this field, demonstrating the potential of innovation and collaboration to address critical challenges.
Conclusion
The collaboration between Aerospace Corp. and Google Public Sector represents a significant advancement in space weather forecasting. By leveraging AI and high-performance computing, this partnership aims to improve the accuracy and timeliness of solar-activity forecasts, enhancing the resilience of critical infrastructure. The integration of these technologies into space weather forecasting aligns with broader federal initiatives and has global implications for technological and economic stability.
As we look to the future, the continued development and application of AI and high-performance computing in space weather forecasting will be essential. These technologies offer new possibilities for predicting and mitigating the effects of space weather events, ensuring the stability of global systems. The collaboration between Aerospace Corp. and Google Public Sector is a powerful example of how innovation and partnership can drive scientific discovery and societal impact.
FAQ
Question: What is space weather forecasting?
Answer: Space weather forecasting involves predicting and understanding the dynamic conditions in space, particularly those influenced by the Sun, such as solar flares and coronal mass ejections.
Question: How does AI improve space weather forecasting?
Answer: AI can analyze vast amounts of data quickly and efficiently, identifying patterns and making predictions with greater accuracy than traditional methods.
Question: What are the global implications of improved space weather forecasting?
Answer: Improved space weather forecasting can help in preparing for and mitigating the effects of severe space weather events, ensuring the stability of global technological and economic systems.
Sources: SpaceNews, World Economic Forum, National Weather Service, National Solar Observatory, NASA Science
Space & Satellites
Isar Aerospace Spectrum Rocket Reaches Orbit From Norway
Isar Aerospace’s Spectrum rocket became the first privately developed European launch vehicle to reach orbit on Sept. 5, 2026.

German commercial space company Isar Aerospace successfully launched its Spectrum rocket into orbit from Andøya Spaceport in northern Norway on September 5, 2026, marking the first time a privately developed European launch vehicle has reached orbit.
In a press release issued following the launch, Isar Aerospace confirmed the two-stage rocket lifted off at 20:12 UTC and successfully deployed five commercial and educational CubeSats, along with one experimental payload, into Low Earth Orbit (LEO). The mission, designated “Onward and Upward,” establishes a critical new domestic launch capability for Europe following a period of restricted access to space.
Overcoming previous setbacks and securing funding
The successful flight follows the loss of the first Spectrum rocket during its maiden test flight on March 30, 2025. That mission, named “Going Full Spectrum,” failed approximately 30 seconds after liftoff due to an unintended vent valve opening that resulted in a loss of attitude control.
Following the 2025 anomaly, Isar Aerospace focused on vehicle modifications and scaling operations. In June 2026, the company closed a €270 million Series D funding round to drive global scaling and serial production of the Spectrum vehicle. The successful September 2026 Launch followed multiple scrubbed attempts earlier in the year due to valve issues, weather constraints, and range violations by unauthorized vessels.
European Space Agency support and payload details
The Space-Agencies (ESA) supported the mission through its Boost! program, which aims to foster commercial space transportation services in Europe. ESA Director General Josef Aschbacher praised the milestone in an official statement.
“A historic launch from Andøya Spaceport in Norway today, the first European Launcher Challenger to reach orbit… Spectrum quite literally rose to the challenge and delivered its payloads in low Earth orbit. An astounding achievement by German company Isar Aerospace, founded only eight years ago, and backed by the European Space Agency. This is yet another step towards a more diverse autonomous European launch service sector, and I am excited for what is still to come!”
The 28-meter-tall, 2-meter-diameter Spectrum rocket is powered by 10 engines and is designed to carry up to 1,000 kilograms to LEO. For this flight, the vehicle carried payloads from European universities and commercial entities, including:
- CyBEEsat (TU Berlin)
- TriSat-S (University of Maribor)
- Platform 6 (EnduroSat)
- FramSat-1 (NTNU)
- SpaceTeamSat1 (TU Wien Space Team)
- Let It Go experiment (Dcubed)
Strategic implications for European spaceflight
The launch from Andøya Spaceport represents the first successful orbital launch from Western European soil. Historically, European orbital launches have been conducted from the Guiana Space Centre in French Guiana or relied on international partners.
Géraldine Naja, ESA Director of Space Transportation, noted the shifting landscape in an official statement, stating that the European space transportation sector is undergoing an incredible transformation as new actors develop vehicles alongside traditional launchers.
AirPro News analysis
We view the success of the Spectrum rocket as a pivotal moment for the European aerospace sector. The continent has faced a well-documented capability gap following the retirement of the Ariane 5, delays in the Ariane 6 program, and the loss of access to Russian Soyuz vehicles. Isar Aerospace’s successful deployment of payloads demonstrates that Europe’s commercial space industry can deliver viable, autonomous access to Low Earth Orbit for small and medium payloads, reducing reliance on international launch providers.
Sources: Isar Aerospace
Photo Credit: Isar Aerospace
Commercial Space
Dawn Aerospace Aurora Spaceplane to Support Astral Materials
Dawn Aerospace will conduct up to 100 microgravity flights for Astral Materials using the Aurora spaceplane from Oklahoma starting 2028.

Astral Materials has selected Dawn Aerospace to conduct up to 100 microgravity test flights using the Aurora spaceplane to accelerate the development of next-generation semiconductor manufacturing hardware. The campaign, announced on September 1, 2026, will operate out of the Infinity One Oklahoma Spaceport in Burns Flat, Oklahoma.
In a press release issued on September 1, 2026, Dawn Aerospace detailed the agreement, which leverages the rapid reusability of the Aurora spaceplane to provide high-cadence microgravity testing. Astral Materials plans to use these flights to refine its microgravity furnace hardware. The system is designed to reduce gravity-driven defects, such as convection and sedimentation, during the growth of semiconductor crystals. These materials have potential applications in photonics, quantum computing, and high-power electronics.
Rapid iteration in suborbital flight
The Aurora spaceplane is designed to reach a top speed of Mach 3.7 and a maximum altitude of 100 kilometers, providing payloads with up to 127 seconds of microgravity per flight. According to the manufacturers, the vehicle supports a four-hour turnaround time between flights. This operational tempo allows researchers to conduct multiple tests within a single day.
Astral Materials Chief Technology Officer Jiya Janowitz highlighted the value of this cadence for hardware development, noting that payloads can be recovered in approximately 45 minutes.
“We can test an idea, recover it in around 45 minutes, make an adjustment on the ground and test it again later that same day. That kind of rapid iteration has never existed for microgravity manufacturing, and it fundamentally changes how quickly we can develop our technology.”
Astral Materials Chief Executive Officer Dr. Jessica Frick stated that the Aurora spaceplane provides a practical pathway to validate manufacturing systems before scaling to commercial production in orbit, where longer-duration microgravity is available.
Commercial operations and Oklahoma infrastructure
Commercial flight operations for the Astral Materials campaign are slated to begin in 2028 at the Infinity One Oklahoma Spaceport. The Oklahoma Space Industry Development Authority (OSIDA) welcomed the partnerships in an official social media statement on September 1, 2026, emphasizing the state’s focus on attracting high-cadence commercial spaceflight operations.
This agreement follows an April 16, 2026, announcement in which Dawn Aerospace and OSIDA launched the Suborbital Spaceplane Challenge. That initiative offered United States researchers up to 25 flights aboard the Aurora spaceplane to stimulate utilization of the Oklahoma facility.
Dawn Aerospace Chief Executive Officer Stefan Powell noted that routine access is required to transition microgravity manufacturing from a scientific curiosity to a viable industry, comparing the need for rapid experimentation to previous industrial revolutions.
AirPro News analysis
The partnership between Dawn Aerospace and Astral Materials highlights a critical gap in the current space manufacturing ecosystem. While orbital platforms like the International Space Station offer long-duration microgravity, the cost and lead times associated with orbital launches prohibit the rapid trial-and-error necessary for hardware development. Suborbital spaceplanes like Aurora serve as an essential stepping stone. By providing brief but frequent periods of microgravity, these vehicles allow companies to validate complex systems before committing to expensive orbital deployments.
We note a minor discrepancy in Dawn Aerospace’s published materials regarding the commencement of operations at the Oklahoma site. The main announcement targets 2028 for commercial flights, while the company’s boilerplate text references 2027. Regardless of the exact start date, establishing a reliable suborbital testbed will be vital for the commercial viability of in-space manufacturing applications.
Sources: Dawn Aerospace
Photo Credit: Dawn Aerospace
Space & Satellites
NASA X-59 Completes 25th Flight, Enters Acoustic Validation
NASA’s X-59 quiet supersonic aircraft finished initial envelope expansion and moves to acoustic validation for the Quesst mission.

The National Aeronautics and Space Administration (NASA) X-59 quiet supersonic experimental aircraft completed its 25th test flights on August 21, 2026, validating aerodynamic models and clearing the way for the program’s critical acoustic validation phase.
In a press release issued on September 4, 2026, the agency confirmed the milestone marks the conclusion of initial envelope expansion for the centerpiece of the Quesst mission. The X-59 is designed to cruise faster than the speed of sound while producing a muted sonic thump rather than a disruptive sonic boom. Data collected during the upcoming flight phases will be shared with U.S. and international regulators to inform new noise thresholds, which could eventually lead to the lifting of the ban on commercial supersonic flight over land.
Flight envelope expansion and performance
During the 72-minute test flight originating from NASA’s Armstrong Flight Research Center in Edwards, California, the X-59 reached a speed of Mach 1.2 and an altitude of 49,000 feet. The flight followed a rapid envelope expansion campaign over the summer. The aircraft achieved its first supersonic flight on June 5, 2026, and reached its target cruise conditions of Mach 1.4 (924 mph) and 55,000 feet on June 12, 2026.
NASA Test Pilot Nils Larson described the test flights as “exciting but uneventful,” noting that the aircraft “likes to fly fast.”
The initial 25 flights focused on proving the airworthiness and baseline performance of the unique airframe, which was built by prime contractor Lockheed Martin and powered by a General Electric GE-F414 engine.
“Through our ongoing flight tests with the X-59, we’ve gained invaluable insights into both the aircraft’s performance and the unique challenges of the aircraft design,” said Cathy Bahm, Project Manager for the NASA Low Boom Flight Demonstrator project. “Each test point has validated our models and predictions, and it has strengthened our confidence in the aircraft’s performance.”
Transitioning to acoustic validation
With baseline performance established, the Quesst mission will now shift focus to measuring the sound produced by the aircraft. During the acoustic validation phase scheduled for later this year, NASA will utilize ground- and air-based tools to measure the sonic thumps generated by the X-59 at supersonic cruise speeds.
The objective is to verify that the physical aircraft meets the low-boom design targets established by computer modeling.
“This is the phase we’ve been working toward,” said Larry Cliatt, Acoustic Validation Technical Lead for the NASA Quesst mission. “Building and flying a brand-new aircraft is an extraordinary accomplishment, but the next phase is where the real research begins.”
Cliatt noted that the acoustic validation campaign will be complex and demanding. The tools and methods used to design the X-59 will be put to the test, potentially forming the foundation for future commercial supersonic aircraft development.
AirPro News analysis
The successful completion of the X-59’s initial flight test phase marks a pivotal transition for the Quesst mission. We view the upcoming acoustic validation phase as the true test of the program’s value to the broader aerospace industry. While building a supersonic demonstrator is a significant engineering feat, the X-59 is fundamentally a data-gathering tool. If the acoustic measurements match NASA’s models, the agency will possess the empirical evidence required by the Federal Aviation Administration (FAA) and the International Civil Aviation Organization (ICAO) to establish noise-based certification standards. Establishing these standards is the mandatory first step toward opening overland routes to a new generation of commercial supersonic aircraft.
Sources: NASA Quesst Blog
Photo Credit: NASA
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