Nicolas' Notebook https://nbrosse.github.io/ quarto-1.10.18 Tue, 25 Aug 2026 22:00:00 GMT Mills ratios on manifolds: what Gaussian smoothing sees near a boundary Nicolas Brosse https://nbrosse.github.io/posts/boundary-layer/boundary-layer.html asymptotics diffusion models https://nbrosse.github.io/posts/boundary-layer/boundary-layer.html Tue, 25 Aug 2026 22:00:00 GMT Closed-form flow matching: posterior concentration and softmax collapse Nicolas Brosse https://nbrosse.github.io/posts/posterior-concentration/posterior-concentration.html deep learning flow matching https://nbrosse.github.io/posts/posterior-concentration/posterior-concentration.html Sun, 19 Jul 2026 22:00:00 GMT Flow matching as posterior averaging Nicolas Brosse https://nbrosse.github.io/posts/posterior-averaging/posterior-averaging.html deep learning flow matching https://nbrosse.github.io/posts/posterior-averaging/posterior-averaging.html Mon, 11 May 2026 22:00:00 GMT Analyzing Raman spectra with machine learning Nicolas Brosse https://nbrosse.github.io/posts/raman/raman.html machine learning chemistry https://nbrosse.github.io/posts/raman/raman.html Sat, 17 Jan 2026 23:00:00 GMT Generating slide decks with an LLM: a comparison of formats Nicolas Brosse https://nbrosse.github.io/posts/llm-slides/llm-slides.html LLM https://nbrosse.github.io/posts/llm-slides/llm-slides.html Thu, 14 Aug 2025 22:00:00 GMT LLM observability with Langfuse and a FastHTML chatbot Nicolas Brosse https://nbrosse.github.io/posts/llm-observability/llm-observability.html LLM python https://nbrosse.github.io/posts/llm-observability/llm-observability.html Sun, 29 Jun 2025 22:00:00 GMT PDF RAG: recovering document structure and querying a corpus Nicolas Brosse https://nbrosse.github.io/posts/pdf-rag/pdf-rag.html deep learning LLM RAG https://nbrosse.github.io/posts/pdf-rag/pdf-rag.html Wed, 19 Mar 2025 23:00:00 GMT Parsing PDFs for LLM input Nicolas Brosse https://nbrosse.github.io/posts/pdf-parsing/pdf-parsing.html deep learning LLM https://nbrosse.github.io/posts/pdf-parsing/pdf-parsing.html Mon, 17 Feb 2025 23:00:00 GMT Predicting MHC-peptide presentation with machine learning Nicolas Brosse https://nbrosse.github.io/posts/mhc/mhc.html deep learning biology https://nbrosse.github.io/posts/mhc/mhc.html Wed, 05 Feb 2025 23:00:00 GMT Encoding distances in molecules and pockets: GBFPT versus DCEPT Nicolas Brosse https://nbrosse.github.io/posts/encoding-distances/unimol-gbf.html deep learning biology https://nbrosse.github.io/posts/encoding-distances/unimol-gbf.html Tue, 23 Apr 2024 22:00:00 GMT