Download PDF Fall Bridge on the Materials Genome Initiative September 29, 2025 Volume 55 Issue 3 The Fall 2025 issue explores the Materials Genome Initiative’s progress and future outlook, showcasing advances in autonomous experimentation, sustainable polymers, next-generation batteries, and the broader role of AI in engineering. Articles In This Issue A Word from the NAE Chair: The Critical Role of Leadership in Times of Challenge and Change Wednesday, October 1, 2025 AuthorJames O. Ellis Jr. I write these words just weeks after assuming the role of Chair of the National Academy of Engineering governing Council, succeeding Erroll Davis. On behalf of the entire Academy, I express both our thanks to him for his selfless service and our sincere best wishes for his future health and ... Editor in Chief's Note Transitions Wednesday, October 1, 2025 AuthorRonald M. Latanision With this issue we welcome two people to the work of the National Academy of Engineering. Tsu-Jae King Liu became the president of the NAE on July 1, 2025. Dr. Liu previously served as dean of the College of Engineering at the University of California, Berkeley. Admiral James O. Ellis Jr. USN ... Guest Editor's Note - The Materials Genome Initiative (MGI): Status and Future Outlook Wednesday, October 1, 2025 AuthorAmit Goyal Advanced materials are key to societal development and have been at the center of technological advances since the Stone Age. They are critical to national and economic security, human well-being, and impact diverse sectors including energy, communications, transportation, housing, healthcare, ... Accelerating Materials Innovation: Lessons Learned and Opportunities Ahead Tuesday, September 30, 2025 AuthorLisa E. Friedersdorf and James A. Warren A decade of the Materials Genome Initiative: insights gained and the transformative potential of AI and automation. New materials are the foundation of each generation’s ability to enhance prosperity and ensure security. To remain competitive globally, materials research and development ... Revolutionizing Materials Science and Technology to Secure Our Future Tuesday, September 30, 2025 AuthorRichard A. Vaia, Germano Iannacchione, and Anthony D. Rollett Our future depends on making our materials faster, better, and smarter. In our pursuit of economic, societal, and defense security through technology, let us not forget that everything is made of something. There is a common saying paraphrased from the writings of the Nobel Laureate Sir George ... Accelerating the Materials Genome Initiative with Self-Driving Labs Tuesday, September 30, 2025 AuthorMilad Abolhasani Self-driving labs promise to turn the Materials Genome Initiative’s bold vision into reality. The Materials Genome Initiative (MGI), launched in 2011, set a national goal to discover, manufacture, and deploy new materials at twice the speed and half the cost of the status quo (MGI n.d.). ... Autonomous Experimentation and Self-Driving Labs for Materials Synthesis Using Deposition Techniques Tuesday, September 30, 2025 AuthorBenji Maruyama, Ichiro Takeuchi, and Jason Hattrick-Simpers Self-driving labs are the innovation leading to accelerated discovery. Introduction Autonomous Experimentation (AE), also known as Self-Driving Labs (SDLs), promises to speed materials synthesis research and development (R&D) by orders of magnitude, revolutionizing the research process. AE ... Self-Driving Microscopy for AI/ML-Enabled Physics Discovery and Materials Optimization Tuesday, September 30, 2025 AuthorSergei V. Kalinin, Steven R. Spurgeon, and Vinayak Dravid From human intuition to machine intelligence: the next frontier in microscopy. Introduction: Our Material Future Materials are the bedrock of economy and foundation for all real-world technologies. The viability of space travel, grid energy storage, solar to fuels conversion, methane removal, ... Frontiers in Polymer Materials, Sustainability, and AI/ML-Based Self-Driving Laboratories (SDLs) Monday, September 29, 2025 AuthorRigoberto Advincula Where AI meets chemistry: accelerating materials innovation. The ability to conduct empirical experiments or process optimization guided by the scientific method (hypothesis-driven) is the driving force behind advances in science and engineering. Experiments that test theories and simulations ... Accelerated Materials Discovery Through the Power of Artificial Intelligence for Energy Storage Monday, September 29, 2025 AuthorArumugam Manthiram and Tianxing Lai From minerals to machine learning: shaping the next generation of batteries. Energy storage with batteries has become an integral part of our daily life, ranging from portable electronics, such as cellphones and laptops, to electric vehicles (EVs). They have the potential to transform grid ... An Interview with . . . Ainissa Ramirez, materials scientist, writer, and science communicator Monday, September 29, 2025 AuthorAinissa Ramirez RONALD LATANISION: I’d like to welcome everyone back to the National Academies’ Bridge interview series. Today we’re joined by Ainissa Ramirez, a writer and science communicator with a background in materials science and engineering. Also here is Kyle Gipson, editor of The Bridge.... Invisible Bridges: When AI Dies Monday, September 29, 2025 AuthorGuru Madhavan A brush with death sharpens our focus. When the Supreme Court forced TikTok to choose between sale and silence, 170 million Americans glimpsed the loss of a dopamine-driven feed powered by an artificial intelligence (AI) moving billions in commerce. That fragility reminds us that a world built on ...
A Word from the NAE Chair: The Critical Role of Leadership in Times of Challenge and Change Wednesday, October 1, 2025 AuthorJames O. Ellis Jr. I write these words just weeks after assuming the role of Chair of the National Academy of Engineering governing Council, succeeding Erroll Davis. On behalf of the entire Academy, I express both our thanks to him for his selfless service and our sincere best wishes for his future health and ...
Editor in Chief's Note Transitions Wednesday, October 1, 2025 AuthorRonald M. Latanision With this issue we welcome two people to the work of the National Academy of Engineering. Tsu-Jae King Liu became the president of the NAE on July 1, 2025. Dr. Liu previously served as dean of the College of Engineering at the University of California, Berkeley. Admiral James O. Ellis Jr. USN ...
Guest Editor's Note - The Materials Genome Initiative (MGI): Status and Future Outlook Wednesday, October 1, 2025 AuthorAmit Goyal Advanced materials are key to societal development and have been at the center of technological advances since the Stone Age. They are critical to national and economic security, human well-being, and impact diverse sectors including energy, communications, transportation, housing, healthcare, ...
Accelerating Materials Innovation: Lessons Learned and Opportunities Ahead Tuesday, September 30, 2025 AuthorLisa E. Friedersdorf and James A. Warren A decade of the Materials Genome Initiative: insights gained and the transformative potential of AI and automation. New materials are the foundation of each generation’s ability to enhance prosperity and ensure security. To remain competitive globally, materials research and development ...
Revolutionizing Materials Science and Technology to Secure Our Future Tuesday, September 30, 2025 AuthorRichard A. Vaia, Germano Iannacchione, and Anthony D. Rollett Our future depends on making our materials faster, better, and smarter. In our pursuit of economic, societal, and defense security through technology, let us not forget that everything is made of something. There is a common saying paraphrased from the writings of the Nobel Laureate Sir George ...
Accelerating the Materials Genome Initiative with Self-Driving Labs Tuesday, September 30, 2025 AuthorMilad Abolhasani Self-driving labs promise to turn the Materials Genome Initiative’s bold vision into reality. The Materials Genome Initiative (MGI), launched in 2011, set a national goal to discover, manufacture, and deploy new materials at twice the speed and half the cost of the status quo (MGI n.d.). ...
Autonomous Experimentation and Self-Driving Labs for Materials Synthesis Using Deposition Techniques Tuesday, September 30, 2025 AuthorBenji Maruyama, Ichiro Takeuchi, and Jason Hattrick-Simpers Self-driving labs are the innovation leading to accelerated discovery. Introduction Autonomous Experimentation (AE), also known as Self-Driving Labs (SDLs), promises to speed materials synthesis research and development (R&D) by orders of magnitude, revolutionizing the research process. AE ...
Self-Driving Microscopy for AI/ML-Enabled Physics Discovery and Materials Optimization Tuesday, September 30, 2025 AuthorSergei V. Kalinin, Steven R. Spurgeon, and Vinayak Dravid From human intuition to machine intelligence: the next frontier in microscopy. Introduction: Our Material Future Materials are the bedrock of economy and foundation for all real-world technologies. The viability of space travel, grid energy storage, solar to fuels conversion, methane removal, ...
Frontiers in Polymer Materials, Sustainability, and AI/ML-Based Self-Driving Laboratories (SDLs) Monday, September 29, 2025 AuthorRigoberto Advincula Where AI meets chemistry: accelerating materials innovation. The ability to conduct empirical experiments or process optimization guided by the scientific method (hypothesis-driven) is the driving force behind advances in science and engineering. Experiments that test theories and simulations ...
Accelerated Materials Discovery Through the Power of Artificial Intelligence for Energy Storage Monday, September 29, 2025 AuthorArumugam Manthiram and Tianxing Lai From minerals to machine learning: shaping the next generation of batteries. Energy storage with batteries has become an integral part of our daily life, ranging from portable electronics, such as cellphones and laptops, to electric vehicles (EVs). They have the potential to transform grid ...
An Interview with . . . Ainissa Ramirez, materials scientist, writer, and science communicator Monday, September 29, 2025 AuthorAinissa Ramirez RONALD LATANISION: I’d like to welcome everyone back to the National Academies’ Bridge interview series. Today we’re joined by Ainissa Ramirez, a writer and science communicator with a background in materials science and engineering. Also here is Kyle Gipson, editor of The Bridge....
Invisible Bridges: When AI Dies Monday, September 29, 2025 AuthorGuru Madhavan A brush with death sharpens our focus. When the Supreme Court forced TikTok to choose between sale and silence, 170 million Americans glimpsed the loss of a dopamine-driven feed powered by an artificial intelligence (AI) moving billions in commerce. That fragility reminds us that a world built on ...