ARTIFICIAL INTELLIGENCE IN H2MOF’S R&D

From Innovation to Impact: Advancing Climate Technologies with Artificial Intelligence (AI)

H2MOF harnesses Artificial Intelligence to close the gap between scientific breakthroughs and practical application, turning cutting-edge research into scalable solutions. By combining machine learning with reticular chemistry, we significantly accelerate the development, optimization, and scaling of our advanced nano-engineered materials for hydrogen storage.

We are foundationally changing the way chemistry is done. – Prof. Omar Yaghi

Advancing the Frontiers of Reticular Chemistry

Reticular chemistry involves designing and assembling porous materials—like metal-organic frameworks (MOFs) and covalent organic frameworks (COFs)—using molecular building blocks with customizable properties tailored for specific applications. Artificial Intelligence accelerates this process by efficiently exploring the vast landscape of possible building blocks, predicting material properties and stability, and pinpointing the most promising candidates for synthesis.

Faster Pace of Progress

What once took years of trial and error, AI can now accomplish in a matter of weeks. By analyzing large datasets and learning from previous experiments, AI streamlines the discovery process and minimizes inefficiencies. This accelerates research and enhances material performance for real-world use. Our predictive models continue to improve in accuracy, enabling us to fine-tune material structures for optimal efficiency and scalability.

From Discovery to Deployment

AI drives faster, smarter decisions from molecular design to industrial-scale production. By integrating chemistry, engineering, and computer science, H2MOF ensures that transformative materials move beyond the lab and into real-world applications. This cross-disciplinary approach accelerates innovation, making climate solutions more scalable, accessible, and cost-effective.

Berkeley Bakar Institute of Digital Materials for the Planet (BIDMaP)

Prof. Omar Yaghi, co-founder of H2MOF and the James and Neeltje Tretter Chair Professor of Chemistry at University of California, Berkeley, is in the leadership team of BIDMaP.

Learn more about BIDMaP

UC Berkley Bakar Institute of Digital Materials for the Planet

At our state-of-the-art facilities in Irvine, California, H2MOF merges AI-driven research with advanced materials science to tackle one of the hydrogen economy’s biggest challenges: safe and efficient hydrogen storage.

Through our strategic use of AI, we accelerate the design, refinement, and scaling of innovative reticular materials, seamlessly integrating them into storage and transport systems. This ensures that scientific breakthroughs quickly move from concept to real-world impact.