From structure/property analysis to finished formulations. Bring focus and teamwork to innovation. Support scaleup, manufacturing, and regulatory requirements. We have been providing solutions for challenging technical problems for a while, documented in 33 US patents and 29 pending US applications over a span of more than 25 years.

Creating the products and equipment of tomorrow requires innovations in the very materials from which they will be made, as well as transformational advances in new design and manufacturing approaches that are enabled by these materials.

Advanced materials are defined as those (both new and deriving from the modification of existing materials) specifically designed to possess new or improved technical properties (structural or functional) or environmental features compared to materials traditionally used to perform the same functions (Featherston and O’sullivan, 2014).

Jul 16, 2024 · Figure 1 shows the evolution of smart design and manufacturing paradigm of advanced materials from knowledge-enabled data-driven ICME 13, 14 to AI + era, promoting the transformations from designing the materials to designing with materials.

6 days ago · Abstract page for arXiv paper 2502.02905: AI-driven materials design: a mini-review ... (ML) methods and evolutionary algorithms, to advanced AI strategies like reinforcement learning (RL) and deep generative models. We highlight the paradigm shift from conventional screening approaches to inverse generation driven by deep generative models ...

The Materials by Design program is a joint effort between the Advanced Materials and Microsystems Group and the Artificial Intelligence Technology Group to expedite the materials discovery process by establishing close connections among mission goals, systems analysis, materials theory, synthesis, and characterization.

Nov 17, 2024 · A systematic way to develop defect phase diagrams is proposed for advanced materials design. Phase transformation of a Mg grain boundary is triggered by Ga implantation on a microscopy sample. Transf...

5 days ago · The technique, featured on the inside cover of Advanced Materials Technologies, would help engineers design and optimize structures for properties like extreme strength-to-weight ratios, ... Gemeda hopes to further widen the design space by expanding the technique to other composite systems like ceramics, metals and biomaterials and explore ...

Oct 1, 2018 · Using methods such as electronic structure (such as density functional theory, tight-binding, quantum Monte Carlo), force-field, machine-learning and quantum computation, this project aims at increasing our knowledge of electronic and functional materials, to optimize their applicability in devices.

We help solve product issues due to raw material specifications, single-supplier limitations, migration in food packaging, and production control. We can even design equipment that helps your customer maintain consistent output with your products.