Knowledge based interpretation of images: a biomedical perspective. - Nicholas Walker; John Fox (Knowl. Eng. Rev., 1987)

Using Neural Networks to Learn Shape Decomposition by Successive Prototypication. - Nicholas Walker (ECCV, 1990)

InfoCGAN classification of 2D square Ising configurations. - Nicholas Walker; Ka-Ming Tam (Mach. Learn. Sci. Technol., 2021)

Invention Concept Latent Spaces for Analogical Ideation. - Nicholas Walker (AIAI (2), 2022)

Structured information extraction from complex scientific text with fine-tuned large language models. - Alexander Dunn; John Dagdelen; Nicholas Walker; Sanghoon Lee; Andrew S. Rosen; Gerbrand Ceder; Kristin A. Persson; Anubhav Jain 001 (CoRR, 2022)

Merlin++, a flexible and feature-rich accelerator physics and particle tracking library. - Robert B. Appleby; Roger J. Barlow; Dirk Krücker; James Molson; Scott Rowan; Sam Tygier; Haroon Rafique; Nicholas Walker; Andrzej Wolski (Comput. Phys. Commun., 2022)

Quantifying the advantage of domain-specific pre-training on named entity recognition tasks in materials science. - Amalie Trewartha; Nicholas Walker; Haoyan Huo; Sanghoon Lee; Kevin Cruse; John Dagdelen; Alexander Dunn; Kristin A. Persson; Gerbrand Ceder; Anubhav Jain 001 (Patterns, 2022)

Extracting Structured Seed-Mediated Gold Nanorod Growth Procedures from Literature with GPT-3. - Nicholas Walker; John Dagdelen; Kevin Cruse; Sanghoon Lee; Samuel Gleason; Alexander Dunn; Gerbrand Ceder; A. Paul Alivisatos; Kristin A. Persson; Anubhav Jain 001 (CoRR, 2023)

Future Token Prediction - Causal Language Modelling with Per-Token Semantic State Vector for Multi-Token Prediction. - Nicholas Walker (CoRR, 2024)