Thrilled to present our new work on Reinforcement Learning for 3D Crystal Diffusion Generation in #AI4Mat at #ICLR2025 ! We show that RL can optimize diffusion models for goal-directed crystal generation. Thanks to Philippe Schwaller (he/him) and LIAC at EPFL ! openreview.net/forum?id=Ovxfr…

Learn how to render multiple molecules from a single multi-frame .xyz file in Blender! 🧪 Hands-on session recording from the AIChemist School: bridging explainable AI and chemistry. LIAC at EPFL Watch here: youtube.com/watch?v=aqolcc… More info: github.com/schwallergroup…

Happy to present a poster of my work on starting material constrained synthesis planning, Tango*, in the AI4Materials workshop at #ICLR2025 in 🇸🇬 Thanks to collaborators Jeff Guo and Zlatko Jončev and my PI Philippe Schwaller (he/him)!

Watch our team explain how you can use the FutureHouse Platform to come up with new hypotheses and make new discoveries.

Today, we are launching the first publicly available AI Scientist, via the FutureHouse Platform. Our AI Scientist agents can perform a wide variety of scientific tasks better than humans. By chaining them together, we've already started to discover new biology really fast. With

We are launching our FutureHouse Platform today! Our platform gives researchers public access to FutureHouse AI Scientist Agents for the first time. Check it out, at our website, and platform.futurehouse.org.

FutureHouse is one of the most exciting organizations in AI for Science today!

Generate property-optimized small molecules with 𝘴𝘵𝘦𝘦𝘳𝘢𝘣𝘭𝘦 𝘢𝘯𝘥 𝘨𝘳𝘢𝘯𝘶𝘭𝘢𝘳 synthesizability control - allowing complete user-flexibility to impose various reaction constraints! Pre-print: arxiv.org/abs/2505.08774 Code: github.com/schwallergroup… (1/4)

In our new LIAC at EPFL preprint, we demonstrate granular and steerable synthesizability control in molecular generation - allowing the specification of reaction and building block constraints while optimizing for molecules with desired properties. Check out the preprint

ChatGPT now can analyze, manipulate, and visualize molecules and chemical information via the RDKit library. Useful for scientific work across health, biology, and chemistry.

Cactus (cactuscompute.com) runs AI on smartphones. They help developers deploy local, private, and offline AI cross-platform in their apps. Congrats on the launch, Roman Shemet & Henry Ndubuaku! ycombinator.com/launches/Nwp-c…

we made mcp-use the open-source dev tools and infra for mcp to help dev teams quickly build and deploy custom ai agents with mcp servers. our SDK just crossed 100,000 downloads and 4,300 github stars. roast my demo video. seriously, what do we need to improve?

Three weeks ago, we started building an AI game engine. But some models kept making things look... sloppy. So we turned finding the best one into a game. In three weeks, that game grew to 35K+ users across 135 countries. Introducing Design Arena, the fastest-growing

Today we’re announcing Design Arena. Let’s make what AI makes less ugly - cast your vote today. So many exciting things ahead!

we’re vlogging all of YC S25 stay tuned for the first day…

b-12 (b12-labs.com) is building AI agents that help chemists design experiments and automatically run them on lab robots. They turn months of manual chemistry work into minutes of automated execution. Congrats on the launch Andrés M Bran & Zlatko Jončev! ycombinator.com/launches/O3V-b…

Design Arena (Design Arena) is the first crowdsourced benchmark for AI-generated design. In the last 5 weeks, they’ve hit 50k users across 140 countries. Congrats on the launch, Grace Li, Kamryn Ohly, and Jayden Personnat! ycombinator.com/launches/O5h-d…

Synthetic Society tests your product with AI-powered user simulations. Their agents mimic real users to catch bugs, bad UX, and edge cases. Ship faster, kill manual testing, and build with confidence. ycombinator.com/launches/O7g-s… Congrats on the launch, Aaron Chew and kavan!

👾Trace (YC S25) is building an AI-native workspace that breaks down existing workflows, assigns repetitive tasks to AI agents, and routes the rest to the right people. ycombinator.com/launches/OAG-t… Congrats on the launch, Tim Cherkasov and Romanov Arthur!