Mat3ra.com

😅 𝗠𝗮𝘁𝗲𝗿𝗶𝗮𝗹𝘀 𝗠𝗲𝗺𝗲 𝗼𝗳 𝘁𝗵𝗲 𝗪𝗲𝗲𝗸!

🚀 𝗝𝗼𝗯 𝗣𝗼𝘀𝘁𝗶𝗻𝗴𝘀!

We’re hiring for two roles at Mat3ra.

Open positions: 𝗵𝘁𝘁𝗽𝘀://𝗺𝗮𝘁𝟯𝗿𝗮.𝘄𝗼𝗿𝗸𝗮𝗯𝗹𝗲.𝗰𝗼𝗺/

☀️ 𝗖𝗼𝗺𝗽𝘂𝘁𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗠𝗮𝘁𝗲𝗿𝗶𝗮𝗹𝘀 𝗦𝗰𝗶𝗲𝗻𝘁𝗶𝘀𝘁
For scientists excited about working at the intersection of 𝗺𝗮𝘁𝗲𝗿𝗶𝗮𝗹𝘀 / 𝗰𝗵𝗲𝗺𝗶𝘀𝘁𝗿𝘆, 𝗱𝗮𝘁𝗮 𝘀𝗰𝗶𝗲𝗻𝗰𝗲, and 𝗰𝗼𝗺𝗽𝘂𝘁𝗲𝗿 𝘀𝗰𝗶𝗲𝗻𝗰𝗲.

The work includes:
• nanoscale modeling across large sets of materials, surfaces, and reaction pathways
• organizing simulation and experimental validation data
• developing AI approaches on top of those datasets

🧑‍🤝‍🧑 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝘆 𝗘𝘃𝗮𝗻𝗴𝗲𝗹𝗶𝘀𝘁
For outgoing scientists and engineers who want to combine strong technical background with community building.

The work includes:
• identifying strategic pathways for community growth
• preparing case studies and technical presentations
• delivering content and measuring KPI

Let’s make 𝗜𝗿𝗼𝗻 𝗠𝗮𝗻’𝘀 𝗗𝗶𝗴𝗶𝘁𝗮𝗹 𝗠𝗮𝘁𝗲𝗿𝗶𝗮𝗹𝘀 𝗥&𝗗 experience a reality together.

🔗 Apply here: 𝗵𝘁𝘁𝗽𝘀://𝗺𝗮𝘁𝟯𝗿𝗮.𝘄𝗼𝗿𝗸𝗮𝗯𝗹𝗲.𝗰𝗼𝗺/

📚 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗣𝗮𝗽𝗲𝗿𝘀 𝘄𝗲 𝗹𝗼𝘃𝗲

𝗧𝗼𝘄𝗮𝗿𝗱𝘀 𝘁𝗵𝗲 𝗱𝗶𝘀𝗰𝗼𝘃𝗲𝗿𝘆 𝗼𝗳 𝗵𝗶𝗴𝗵 𝗰𝗿𝗶𝘁𝗶𝗰𝗮𝗹 𝗺𝗮𝗴𝗻𝗲𝘁𝗶𝗰 𝗳𝗶𝗲𝗹𝗱 𝘀𝘂𝗽𝗲𝗿𝗰𝗼𝗻𝗱𝘂𝗰𝘁𝗼𝗿𝘀
This paper proposes a new route for superconductor discovery by focusing not only on critical temperature, but also on the often-overlooked role of the critical magnetic field. The authors present a computational database covering more than 7,300 electron-phonon superconductors and combine DFT-derived electronic structure with Eliashberg theory to predict key superconducting properties. The work points toward a more realistic framework for AI-driven inverse design of superconductors with both high (T_c) and high critical fields.

🔗 Source: https://arxiv.org/abs/2601.21044
📄 PDF: https://arxiv.org/pdf/2601.21044

𝗟𝗮𝗿𝗴𝗲-𝗦𝗰𝗮𝗹𝗲 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 𝗼𝗳 𝗘𝘅𝗽𝗲𝗿𝗶𝗺𝗲𝗻𝘁𝗮𝗹 𝗮𝗻𝗱 𝗖𝗼𝗺𝗽𝘂𝘁𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗗𝗮𝘁𝗮 𝗳𝗼𝗿 𝟮𝗗 𝗠𝗮𝘁𝗲𝗿𝗶𝗮𝗹𝘀
This paper introduces X2DB, an open infrastructure designed to connect fragmented experimental and computational knowledge on 2D materials. The authors identify 370 experimentally realized 2D materials and link them to computational counterparts, enabling more consistent analysis across monolayer, bilayer, and bulk forms. For the materials community, the work is especially interesting as a foundation for data-driven, predictive synthesis and tighter integration between experimental results and ab initio modeling.

🔗 Source: https://pubs.acs.org/doi/10.1021/acsnano.6c01514
📄 Preprint/PDF: https://arxiv.org/pdf/2603.05083

📰 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝘆 𝗡𝗲𝘄𝘀

𝗡𝗩𝗜𝗗𝗜𝗔 𝗮𝗻𝗱 𝗚𝗼𝗼𝗴𝗹𝗲 𝗖𝗹𝗼𝘂𝗱 𝘁𝗮𝗿𝗴𝗲𝘁 𝗽𝗵𝘆𝘀𝗶𝗰𝗮𝗹 𝗔𝗜 𝗳𝗮𝗰𝘁𝗼𝗿𝗶𝗲𝘀

NVIDIA and Google Cloud have expanded their partnership around what they call “physical AI factories,” combining new GPU infrastructure, confidential computing, and updated enterprise AI tooling.

For the engineering community, this is more than another cloud announcement: it reflects how AI infrastructure is evolving for industrial, simulation-heavy, and performance-critical workloads. The news also points to a broader shift toward secure, deployable, and scalable AI environments for next-generation systems.

🔗 Source: https://www.eenewseurope.com/en/News/?utm_source=chatgpt.com

𝗜𝗤𝗠 𝗿𝗮𝗶𝘀𝗲𝘀 €𝟱𝟬𝗠 𝘁𝗼 𝗯𝗼𝗼𝘀𝘁 𝗾𝘂𝗮𝗻𝘁𝘂𝗺 𝗰𝗼𝗺𝗽𝘂𝘁𝗶𝗻𝗴 𝗿𝗼𝗮𝗱𝗺𝗮𝗽

Finnish quantum computing company IQM has secured a €50 million financing package from funds and accounts managed by BlackRock to accelerate R&D, support global expansion, and advance its quantum technology roadmap.

The funding is expected to help strengthen IQM’s superconducting quantum systems and scale development further. For the European deep-tech ecosystem, this is an important signal of growing investor confidence in quantum hardware and long-term quantum infrastructure.

🔗 Source: https://www.eenewseurope.com/en/iqm-raises-e50m-to-boost-quantum-computing-roadmap/?utm_source=chatgpt.com

⚡️ 𝗥𝗲𝗹𝗲𝗮𝘀𝗲 𝟮𝟬𝟮𝟲.𝟯.𝟮𝟲 𝗵𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀 - 𝗝𝘂𝗽𝘆𝘁𝗲𝗿 𝗻𝗼𝘁𝗲𝗯𝗼𝗼𝗸𝘀 𝗳𝗼𝗿 𝗰𝗮𝗹𝗰𝘂𝗹𝗮𝘁𝗶𝗼𝗻𝘀.

We started populating the api-example notebooks with example calculations.

👉 Try it for free at https://mat3ra.com/?utm_source=facebook&utm_medium=newsletter

📍 𝗔.𝗜. 𝟮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗛𝗮𝗽𝗽𝘆 𝗛𝗼𝘂𝗿 𝗶𝗻 𝗟𝗮𝗳𝗮𝘆𝗲𝘁𝘁𝗲 𝗼𝗻 𝗠𝗮𝘆 𝟯

On May 3, we hosted A.I. 2 Science Happy Hour in Lafayette, California — a casual gathering for people interested in the intersection of AI and science.

It was a great evening of conversations, new connections, and shared ideas across research, engineering, and innovation.

📅 Couldn’t join? Here’s your chance:
Join us at our next event —
🧪 A.I. 2 Science Happy Hour
📍 June 7 | Lafayette, CA
🔗 https://mat3ra.com/events-posts/ai-2-science-happy-hour

⚡️ 𝗥𝗲𝗹𝗲𝗮𝘀𝗲 𝟮𝟬𝟮𝟲.𝟯.𝟮𝟲 𝗵𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀 - 𝗣𝘂𝗯𝗹𝗶𝗰 𝗛𝗣𝗖 𝗰𝗼𝗻𝘁𝗮𝗶𝗻𝗲𝗿 𝗿𝗲𝗴𝗶𝘀𝘁𝗿𝘆

New registry ready to receive pull requests from new additions at https://github.com/Exabyte-io/application-containers-public

👉 Try it for free at https://mat3ra.com/?utm_source=facebook&utm_medium=newsletter