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AI-Driven Intention Recognition in Space Surveillance Using KAT Models #worldresearchawards

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Intention Recognition for Space Non-Cooperative Targets Using Kolmogorov-Arnold Transformer Introduction As human activity in Earth’s orbit continues to grow, maintaining space safety and security has become increasingly complex. Thousands of satellites, defunct spacecraft, and debris objects now populate near-Earth space. Among them, non-cooperative space targets —objects that do not transmit intent, status, or control information—pose significant challenges for space situational awareness. Understanding not only where these objects are, but what they are likely to do next , is essential. This is where intention recognition plays a crucial role. Recent advances in artificial intelligence have introduced powerful tools for interpreting complex behaviors, and one of the most promising among them is the Kolmogorov-Arnold Transformer (KAT) . What Are Non-Cooperative Space Targets? Non-cooperative space targets include: Defunct or inactive satellites Space debris and fragmentati...
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COSPAR 2024 Panel Highlights — Where Space Exploration Is Heading #worldresearchawards #astrobiology

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Goals and Trends in Space Exploration: Insights from COSPAR General Assembly 2024 Introduction The Committee on Space Research (COSPAR) General Assembly 2024 brought together leading scientists, engineers, policymakers, and representatives from space agencies worldwide to discuss the future of space science and exploration. One of the most anticipated segments of the assembly was the panel on exploration sessions , which focused on defining the key goals, emerging trends, and long-term visions for space exploration . This post provides an overview of the main discussions and takeaways from the panel, highlighting how international collaboration and technological innovation are shaping humanity’s journey beyond Earth. Key Goals of Space Exploration Discussed at COSPAR 2024 The panel emphasized that modern space exploration is driven by both scientific discovery and societal benefit . The primary goals highlighted include: Advancing planetary science to better understand the fo...
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Planetary Sustainability: The Future of Space Living #worldresearchawards #abioawards

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  Planetary Sustainability Science and Technology As humanity prepares for long-term space exploration, planetary sustainability is becoming essential. Scientists are now integrating Astro-soil , Astro-environmental engineering , and Astro-habitat engineering to create self-sustaining systems on the Moon, Mars, and other celestial bodies. Astro-soil research focuses on transforming extraterrestrial regolith into fertile ground for food production. Astro-environmental engineering develops closed-loop systems that recycle air, water, and waste. Meanwhile, Astro-habitat engineering designs durable, efficient living structures that support human survival in extreme environments. Together, these innovations pave the way for sustainable life beyond Earth and mark the next era of human space settlement. Website: Astro Biologists Awards contact us : contact@astrobiologists.org Social Media link: you tube-  https://www.youtube.com/ twitter-  https://x.com/astrobio25 Blogger-...
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Overview of Solar System Exploration

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Solar System exploration refers to the scientific investigation of planets, moons , comets, asteroids, and other celestial bodies within our solar system using both robotic and human missions. Since the launch of Sputnik 1 in 1957, space agencies have been striving to uncover the mysteries of the solar system. These efforts aim to better understand planetary formation, the evolution of celestial bodies, and the potential for extraterrestrial life. The primary goals are to gather data on the composition, atmosphere, geology, and potential habitability of different solar system bodies. Both manned and unmanned missions have been employed to study nearby and distant objects. Major space agencies like NASA, ESA, Roscosmos, ISRO, JAXA, and CNSA have contributed significantly. The ongoing exploration supports both scientific knowledge and future space colonization efforts. From Earth’s orbit to the distant realms of Pluto and beyond, exploration missions are vital for shaping humanity’s fut...
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Black holes and neutron stars

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Black holes and neutron stars are two incredible outcomes of stellar death. Both form when massive stars exhaust their nuclear fuel and explode in powerful supernova events. The remaining core, depending on its mass, collapses under gravity into either a neutron star or a black hole. These objects are small in size but have incredibly high mass and density, making them some of the most extreme environments in the universe. A neutron star forms when a star with a mass between about 8 and 20 times that of the Sun collapses. The force of gravity squeezes protons and electrons together, forming neutrons. The result is an object only around 20 kilometers wide but with a mass greater than the Sun. Neutron stars have powerful magnetic fields and can spin rapidly, emitting radiation as pulsars that can be detected from Earth. A black hole forms when the core left after a supernova is so massive that even neutron pressure cannot stop the collapse. This leads to the creation of a singularit...
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China’s Export Restrictions Impacting Fertiliser Supply

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  China’s recent export restrictions have created disruptions in the global fertiliser market. This situation particularly affects di-ammonium phosphate (DAP), a vital fertiliser for crop development. The restrictions are aimed at prioritising domestic agricultural needs and supporting the growing demand for phosphates in electric vehicle battery production . Current Supply Challenges India is facing a critical shortage of DAP. Opening stocks for the current kharif planting season stood at 12.4 lakh tonnes, lower than previous years. China has reduced its exports drastically. In 2023-24, India imported 22.9 lakh tonnes of DAP from China, but this figure plummeted to 8.4 lakh tonnes in 2024-25. No imports from China have been recorded in 2025. Price Surge and Market Dynamics The tightening of the phosphate market has led to rising prices. Recent contracts from Jordan show a landed price of $781.5 per tonne, up from $515-525 last year. Other suppliers like Saudi Arabia are quoting pr...
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