Talks | Cyprien Bone

Talk at AI4AM 2026 in Madrid

Tue, 19 May 2026 00:00:00 +0000

Gave a talk on CrystaLLM-π at the AI4AM 2026 conference in Madrid.

Poster at the IOP workshop on ML for experimental materials data

Thu, 02 Apr 2026 00:00:00 +0000

Presented CrystaLLM-π at the IOP workshop on Machine Learning for Experimental Materials Data in London.

Poster at the GeMMS 2026 Spring School

Mon, 23 Mar 2026 00:00:00 +0000

Presented a the CrystaLLM-π poster at the GeMMS 2026 Spring School in London. A week long of lectures, tutorials and research talks on deep generative models, including latent variable, diffusion, flow-based and autoregressive models.

Poster at the ML for Molecules and Materials school in Zadar

Mon, 09 Jun 2025 00:00:00 +0000

Attended the School on Machine Learning for Molecules and Materials Research in Zadar, Croatia. A week of lectures and tutorials, as well as a poster session where I presented CrystaLLM-Prop, predicting band gaps from CIFs with the original CrystaLLM.

Poster at the AIchemy annual conference

Mon, 17 Mar 2025 00:00:00 +0000

Brought the CrystaLLM-Prop poster to the first AIchemy annual conference, at Imperial’s White City campus in London. The project uses the original CrystaLLM to predict band gaps from CIFs.

Poster at the RSC Solid State Chemistry Christmas Meeting

Mon, 16 Dec 2024 00:00:00 +0000

My first conference poster of the PhD, at the 43rd RSC Solid State Chemistry Group Christmas Meeting in Birmingham. It was on CrystaLLM-Prop, where I fine-tuned the original CrystaLLM to predict a material’s band gap straight from its CIF, comparing next-token generation against a regression head on top of the model.