John M. Gregoire
Papers
4
Total Citations
424
H-Index
3
About
John M. Gregoire is a pioneering materials scientist whose research sits at the intersection of combinatorial materials discovery, autonomous experimentation, and artificial intelligence-driven synthesis. Working to overcome the fundamental bottleneck that material performance limitations place on next-generation technologies, Gregoire has been instrumental in developing high-throughput strategies for identifying and characterizing advanced materials. His landmark 2021 community perspective on autonomous experimentation systems — garnering over 350 citations — reflects both his scientific leadership and his ability to galvanize a broad research community around shared goals. Gregoire has made foundational contributions to combinatorial thin film composition mapping, designing three-dimensional deposition techniques that enable systematic exploration of vast compositional spaces. He has also helped shape the conceptual infrastructure of modern materials research through his work defining platform requirements for accelerated, collaborative materials design. Perhaps most ambitiously, his work on autonomous synthesis of metastable materials harnesses AI to tackle non-equilibrium synthesis challenges that have historically demanded intensive human expertise. Across these contributions, Gregoire stands as a central figure in redefining how materials discovery is conducted, pushing the field toward faster, smarter, and more reproducible scientific workflows.
Research Focus
Key Achievements
Top Papers
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- 3The Materials Research Platform: Defining the Requirements from User Stories31 citations · 2019
- 4Autonomous synthesis of metastable materials3 citations · 2021