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?? Recent Platform Updates Release 2025.2.27 contains updates and improvements. We highlight (1) a video tutorial on using a web-based Jupyter Lit environment available in our platform and pre-populated with the REST API credentials for easy a, (2) the ability to use Wave.js to visualize 3D structures in Jupyter notebooks similar to ASE or X3D visualizers, (3) the ability to initialize the pseudopotentials with recommended cutoff values in the database. Feature: - [AX] Video tutorial on using REST API from Jupyter Lite - [Standata] add Gr Nanoribbon and H-passivated one - Ability to access pseudopotential cutoff data in workflows - Update Wave.js to make it usable in Jupyter notebooks for structure visualization Improvement: - [DOCS] Overview page for specific material tutorials Bugfixes: - [MD] Fix cloning for added materials - Fix job Run time NaNs For Developers: - [AX/Webapp] Add tests for all api-examples in JL in Web-app - [AX, MD] Test notebooks on GHA - [AX] Health check tests for Notebooks More on the highlights in the next additional posts on this topic! ?? Share with us, how do you like these changes? ?? #materials #RnD #mat3ra #exabyteio #materialsscience #materialsdesign #materialsmodeling #science #technology

?? Mat3ra 2025.Q1 Challenge: win $1,000 in credits + a special cyb3rprize by showcasing the Power of mat3ra-made ( https://lnkd.in/diai3FPh )! ?? Join the Mat3ra community challenge to help us showcase the capabilities of the mat3ra-made Python package! Design and simulate interfaces, surfaces, semiconductor devices, and beyond—pushing the limits of computational materials science. The best submission will be awarded $1,000 in Mat3ra platform credit to fuel further innovations! To participate: ?? Follow the guidelines at https://lnkd.in/dyF4AzM7 ?? Submit your code via Pull Requests on GitHub ?? Or post your structures in the comments! We will be selecting the best submissions during our March 17th Happy Hour at the Global Physics Summit in Anaheim - https://lnkd.in/dd4QYmJa Let’s shape the future of materials design together! ???? #Mat3ra

?? Industry News Europe provides €24 million for cloud-based chip design platform. Norway’s Tampere University and 11 other partners have received €24 million in European Union funding to develop a “comprehensive” chip design platform available to startups and SMEs (small and medium-sized enterprises). The Design Platform consortium comprises 12 European research organizations and universities and has the task of creating a platform to house a comprehensive range of EDA tools and services. The Design Platform is describes as a cloud-based virtual environment to be made available across the European Union, integrating existing and novel design facilities, from IP libraries to EDA tools, as well as providing a hub for access support services. The Design Platform is intended to underpin access to the Chips for Europe pilot line initiative launched under the European CHIPS Act. More: https://lnkd.in/dpXkSnEE Former Intel CEO Pat Gelsinger invests in UK AI startup Fractile. Pat Gelsinger, who recently quit as CEO of chip giant Intel, has said he has made an investment in compute-in-memory startup Fractile Ltd. (London). In July 2024 Fractile announced it had raised US$15 million to support the development of its in-memory AI compute that it claims can run the latest AI models at least 100x faster and 10x cheaper. That funding round was co-led by Kindred Capital, NATO Innovation Fund, and Oxford Science Enterprises, alongside leading angel investors including Herman Hauser of ASM, Stan Boland formerly of Icera and Five.ai and Amar Shah of Wayve. Boland became a director of Fractile in June 2024. More: https://lnkd.in/dSc8Q75S ?? Follow our newsletter for more industry news: https://lnkd.in/gNnf9cyx #materials #RnD #mat3ra #exabyteio #materialsscience #materialsdesign #materialsmodeling #science #technology

?? Mat3rials 3xplorer. Interface between Vanadium Oxide (001) and Copper (111) (VO2(001)/Cu(111)), strain-matching supercell. Available online in our materials bank: https://lnkd.in/dK2HbFfE #mat3rials3xplorer #materialsscience #mat3ra

Research papers we love ?? ?? Inverse Design of Photonic Surfaces via High throughputFemtosecond Laser Processing and Tandem NeuralNetworks. ?? Minok Park, Luka Grbˇci′c, Parham Motameni, Spencer Song, Alok Singh,Dante Malagrino, Mahmoud Elzouka, Puya H. Vahabi, Alberto Todeschini, Wibe Albert deJong, Ravi Prasher, Vassilia Zorba, and Sean D. Lubner. This work demonstrates a method to design photonic surfaces by combiningfemtosecond laser processing with the inverse design capabilities of tandemneural networks that directly link laser fabrication parameters to their resultingtextured substrate optical properties. High throughput fabrication andcharacterization platforms are developed that generate a dataset comprising35280 unique microtextured surfaces on stainless steel with correspondingmeasured spectral emissivities. The trained model utilizes the nonlinearone-to-many mapping between spectral emissivity and laser parameters.Consequently, it generates predominantly novel designs, which reproduce thefull range of spectral emissivities (average root-mean-squared-error < 2.5%)using only a compact region of laser parameter space 25 times smaller thanwhat is represented in the training data. Finally, the inverse design model isexperimentally validated on a thermophotovoltaic emitter design application.By synergizing laser-matter interactions with neural network capabilities, theapproach o?ers insights into accelerating the discovery of photonic surfaces,advancing energy harvesting technologies. Read more: https://lnkd.in/dxwTKdbD ?? What do you think about it? Share with us in the comments ?? #materials #RnD #mat3ra #exabyteio #materialsscience #materialsdesign #materialsmodeling #science #technology

We reached 5,000 followers on LinkedIn! Thank you for helping us realize our vision — the Iron Man's Materials R&D experience! ?? Stay tuned for more updates soon! ? Team Mat3ra.com

?? Join us in Anaheim on March 17, 2025. Happy Hour after presentation. Anaheim, CA, RISE Rooftop Lounge Mar 17, 2025 approximately 5.30-7.30pm. Stop by anytime. ?? Join Team Mat3ra for a discussion and drinks following our presentation at the Global Physics Summit earlier that day. Let’s talk about materials science, simulation workflows, and AI-driven discovery in a relaxed setting with a beautiful view. ?? Read the details and join on our website: https://lnkd.in/dd4QYmJa Drinks are on us! ?? #materials #RnD #mat3ra #exabyteio #materialsscience #materialsdesign #materialsmodeling #science #technology

?? Join us in Anaheim on March 17, 2025. Rapid Design of 2D Materials and Interfaces with mat3ra-made. Mar 17, 2025 12.18-12.30 at Anaheim Convention Center, 260B, Anaheim, CA ?? What to Expect: This presentation introduces mat3ra-made - an open-source Python package, focused on structural design for the rapid generation and optimization of 2D materials and interfaces. ?? Read the details and register on our website: https://lnkd.in/ddStErfG You can also join us online via Zoom. See you at the APS March Meeting! ???? #materials #RnD #mat3ra #exabyteio #materialsscience #materialsdesign #materialsmodeling #science #technology

?? Mat3rials 3xplorer. Interface between Titanium Nitride (111) and Hafnium Oxide (111) (TiN(111)/HfO2(111)), strain-matching supercell. Available online in our materials bank: https://lnkd.in/dK2HbFfE #mat3rials3xplorer #materialsscience #mat3ra

Job Postings! ??????Community Evangelist?????? More here: https://lnkd.in/gkWRWCGk ??Computational Materials Scientist?? More here: https://lnkd.in/gsM6qr6a All open positions: https://lnkd.in/gnyVwKsZ Let’s make Iron Man’s Digital Materials R&D experience a reality together! Could this be useful to someone you know? If yes, make a repost! ?? #materials #RnD #mat3ra #exabyteio #materialsscience #materialsdesign #materialsmodeling #science #technology