Jacinto Sá’s Post

The future of materials science is here, thanks to AI and X-ray technology! Researchers at Argonne National Laboratory have developed a groundbreaking approach that uses artificial intelligence and X-ray photon correlation spectroscopy to create fingerprints of different materials. These fingerprints reveal key insights into material behavior, providing a more comprehensive understanding of how materials transform under various conditions. Positives include the potential for developing more durable and responsive materials, while challenges include the need for advanced data processing and analysis techniques. This innovative approach has the potential to impact a wide range of fields, from energy storage to biomedicine, by providing a deeper understanding of complex and time-evolving systems. How can we leverage AI and X-ray technology to unlock new discoveries in materials science? --- Hi, 👋🏼 my name is Doug, I love AI, and I post content to keep you up to date with the latest AI news. Follow and ♻️ repost to share the information! #materialscience #artificialintelligence #xraytechnology

"It's as if we had a physics professor teaching physics to our generative AI. The AI invents drug candidates, and the professor tells it whether they are stupid or interesting, and if so to continue in that direction until we are satisfied enough with the molecules found by the #generativeAI to have them manufactured and then tested in the laboratory" explains Maximilien Levesque, our CEO & Cofounder. Building on a unique blend of theoretical physics and chemistry, we’re leveraging advanced technology to accelerate the development of breakthrough treatments. Curious about how a drug actually stops a disease? 💊 Check out the full Brut. video where Emmanuelle Martiano Rolland breaks it down ↘ https://lnkd.in/eAWZEBPT Thanks Tibor for visiting us and glad to share this vision of healthcare innovation with Bpifrance, whose support has been invaluable!  #DrugDiscovery #AI #Physics #TechBio #Big10

🔍 Case Open: AI and Molecular Mysteries—The New Era of Biomolecular Simulations 🧬 📌 Detective Note #4: Imagine cracking molecular mysteries in seconds—folding proteins, predicting drug effects, and designing enzymes that can munch on plastic like it’s their favorite snack. That’s the superpower of AI-driven biomolecular simulations (AI²BMD). Here’s the scoop: Researchers are now using AI to simulate biomolecular dynamics at speeds and scales never seen before. Think of proteins folding, molecules binding, and chemical reactions happening in real time. What used to take months of complex calculations can now be done in milliseconds. Why It Matters: 🔵 Medicine Gets a Boost 💊: AI isn’t just predicting molecule behavior; it’s helping design new drugs by understanding how molecules interact with targets, reducing trial and error in drug discovery. 🔵 Greener Innovations 🌍: From cleaner energy materials to designing enzymes that break down plastic, these simulations could lead to breakthroughs in tackling global challenges. 🔵 Precision at a Quantum Level 🔬: The tech goes beyond static models, diving deep into dynamic molecular behavior. It’s like watching a movie of a molecule’s life, frame by frame. 🕵 Case Status: Wide Open 🕵️♂️ The big question: Can AI take over the lab entirely, or will science always need a human touch? What do you think, detectives? 🤔👇 Fei-Fei Li Christophe Zoghbi Yann LeCun Andrew Ng #AI #BiomolecularSimulations #ScienceDetectives #ProteinFolding #DrugDiscovery #CleanTech #FutureOfScience #EnzymeDesign #Innovation #AIInBiology #MolecularScience #MachineLearning #AIForGood #ResearchRevolution #TechForGood #Breakthroughs

In the second part of this series, I explore the dawn of a new age of invention, where breakthroughs in artificial intelligence, biotechnology, renewable energies, and quantum computing are reshaping our world at a pace never seen before. This era mirrors past periods of great invention, yet presents unique challenges and unprecedented opportunities for transformation. These innovations are not only advancing technology but fundamentally altering the way we live, work, and interact with the world around us. #FutureOfInnovation #TechRevolution #AI #Biotech #QuantumComputing #Invention #TechForGood #EmergingTech #Disruption #FutureOfWork #Invention

Here is my latest cover design! It was inspired by a scientific article from Hannes Löffler and Agastya P Bhati, that combines generative AI with physics-based simulations for drug discovery. Their study describes an advanced active learning protocol that combines REINVENT for molecule generation and ESMACS for binding free energy simulations, deployed on the exa-scale machine Frontier. The article focuses on the discovery of new ligands for two target proteins, 3CLpro and TNKS2, and demonstrates the power of combining AI and physics-based methods. Here are the key highlights of the research: ⏣ Better binding ligands were found compared to baseline models. ⏣ Identified chemically diverse ligands that occupy different chemical spaces than the baseline ⏣ Optimal batch sizes for free energy evaluations in each active learning cycle were recommended for different scenarios. Another significant advance in drug discovery! It is exciting to see how modern computational techniques can improve the efficiency and effectiveness of finding optimised molecules! Co-authors: Shunzhou Wan, Marco Klähn, Peter Coveney #sciart ⌬ #research ⌬ #chemistry

🚀 Scientific Revolution 2.0: The Future is Here! 🌍 In the third part of my series, I dive into Scientific Revolution 2.0, where AI, biotechnology, and quantum computing are transforming industries and reshaping our world at unprecedented speeds. This revolution is not just about incremental changes—it’s about paradigm shifts that will redefine how we live, work, and solve global challenges. But with this immense power comes great responsibility. How do we harness these forces ethically and sustainably? Explore the full post here: https://shorturl.at/3zvfF #ScientificRevolution #AI #Biotech #QuantumComputing #Innovation #TechForGood #FutureOfWork #Leadership #Disruption #TechRevolution

Artificial intelligence is already widely used in the biotech industry, but not without challenges. Join us on March 14 from 9-11am ET for an in-person and virtual panel discussion on Engineering the Future: The Role of AI and Biotech. Topic experts will be onsite to discuss "Revolutionary AI Innovations and Their Impact" and "The Evolution of Biotechnology: Lessons Learned from a Global Pandemic." Seating is limited and registration is required to attend in-person. Those who are unable to attend may watch the live webcast on the NAE website. Learn more and register: https://ow.ly/OEU950QLUR4 #ArtificialIntelligence #AI #Biotech #Engineering The panel discussion is co-hosted by the National Academy of Engineering and the Queen Elizabeth Prize for Engineering.

🚀 What is #FinalSpark? Harnessing the power of biocomputing, creating processors made from living neurons instead of silicon chips. This technology is more energy-efficient, scalable, and sustainable than traditional processors. Neuroplatform allows researchers to experiment with real-time biological networks, pushing the boundaries of AI and computing. It’s the next step in AI evolution—bringing the power of biology and technology together. #Biocomputing #Innovation #AI #Sustainability #FinalSpark

The Quantum Leap: How AI is Revolutionizing Quantum Computing The convergence of AI and quantum computing is poised to unlock unprecedented computational power, revolutionizing fields from drug discovery to materials science. AI algorithms are being used to: Optimize quantum circuits: Improving the efficiency and accuracy of quantum computations. Develop error correction techniques: Mitigating the inherent instability of quantum systems. Accelerate materials discovery: Simulating the behavior of molecules and materials at the quantum level. Design new drugs and therapies: Analyzing complex biological systems and identifying potential drug targets. This synergy is still in its early stages, but the potential is immense. As these technologies mature, we can expect breakthroughs that will reshape our world. #AI #QuantumComputing #Innovation #Technology #FutureOfWork #MachineLearning #DeepLearning #DataScience #QuantumMechanics #DrugDiscovery #MaterialsScience 😀