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General computational materials science research and development. Getting started First of all, introduce yourself! Write a post to #materials-science so the community knows who you are and where you're coming from. We'd love to hear about your technical background and any current projects. You'll find that this team is likely more generic than some of the more focused teams directed towards specific materials classes. You may find the work going on in these interesting as well: #superconductors #permanent-magnets #thermoelectrics If there's a specific area of materials science you're focused on, it may make sense to create a new team just for that. Feel free to do that and start that community. Resources People are working on all kinds of things here. We share resources that may be useful to your exploration and work. There are a number of cool crystal generation routes you can use to start creating new crystals: The other side of the coin is property prediction. There are a number of models that users have added to help you characterize the materials you're working with. If you've developed software that could be useful to others, add it as an API and share it with the team. You can make your own teams too!
50 members
Accelerating the discovery and optimization of solid-state electrolytes through computational screening, machine learning, and shared workflows. We combine DFT calculations, molecular dynamics simulations, and data-driven approaches to identify promising ionic conductors, predict interfacial stability, and optimize synthesis pathways. Our tools and datasets are available as APIs for the broader research community.
11 members
Research, APIs and workflows for image acquisition, processing, and analysis across optical, electron, and scanning probe techniques. Users can access tools for tasks like segmentation, denoising, particle picking, and 3D reconstruction, or share their own methods as reusable components for the community.
9 members
We are a group of explorers focused on the cutting-edge development and applications of magnetic materials. Our existence stems from observing a fundamental challenge shared by several key industries: how to ensure the long-term reliability and sustainability of the power core while pursuing ultimate efficiency and compact design. Whether it's new energy vehicles seeking longer range and stronger power, or wind turbines needing to operate stably for decades in harsh environments; whether it's industrial robots requiring precise and energy-efficient joints, or consumer electronics devices desiring thinner yet more powerful drives—the core relies on an efficient, stable, and modern permanent magnet solution. To this end, all our work revolves around one core: deeply understanding and harnessing the essence of permanent magnet materials, transforming their potential into precise keys to solving engineering challenges. We see them not merely as materials, but as enabling units for system performance. The value we create is reflected on three levels: Value to the Industry: Becoming an "Efficiency Translator" We translate abstract material performance parameters (such as coercivity, remanence, and operating temperature) into engineer's language: higher torque density, wider speed range, and lower operating temperature rise. We are committed to providing predictable and modelable magnetic performance, enabling customers to accurately assess system performance early in the design process, shortening development cycles, and reducing trial-and-error costs. Value to Technological Evolution: Laying the Foundation for Sustainability We focus on the entire product lifecycle, from material formulation to end-of-life. Through optimization, we strive to find better solutions between improving performance and balancing resource use, providing more reliable and environmentally friendly foundational support for next-generation high-efficiency electric drive systems and clean energy equipment. Value to Partners: Providing Certainty In the ever-changing world of engineering, we focus on providing certainty in performance and stability in supply. This means consistent quality, in-depth technical support, and customized magnetic recommendations for specific application scenarios, helping partners robustly transform innovative ideas into market-leading products. Our goal is to make advanced permanent magnet technology no longer a constraint in customer designs, but a reliable, empowering partner that unleashes imagination. We believe that when the performance of magnetic components is fully understood and precisely applied, the boundaries of the entire system will be broadened.
1 member
Unlock the next level of your career with a powerful AI-first skill stack that combines machine learning, NLP, data, and advanced English writing. Supercharge your profile with practical, real-world guides and AI-powered workflows built for modern learners, coders, and tech professionals who want sharper communication and smarter automation.
5 members
Open community for collaboration on the Nipah Binder Competition, hosted by Adaptyv Bio. Official submissions open Oct 27, 2025 and close Nov 24, 2025. Design an antibody capable of neutralizing the Nipah virus, a pathogen with up to 75% mortality rate and high pandemic potential, currently lacking effective treatments. Adaptyv will select 1000 designs for experimental validation, 600 by the best ipSAE score, 200 selected by the community and 200 selected by a panel of experts.
10 members