Nicholas Walker

Publication Activity (10 Years)

Years Active: 1987-2023
Publications (10 Years): 6

Top Topics

Named Entity Recognition

Top Venues

Mach. Learn. Sci. Technol.

Comput. Phys. Commun.

Publications

Nicholas Walker, John Dagdelen, Kevin Cruse, Sanghoon Lee, Samuel Gleason, Alexander Dunn, Gerbrand Ceder, A. Paul Alivisatos, Kristin A. Persson, Anubhav Jain
Extracting Structured Seed-Mediated Gold Nanorod Growth Procedures from Literature with GPT-3. CoRR (2023)
Alexander Dunn, John Dagdelen, Nicholas Walker, Sanghoon Lee, Andrew S. Rosen, Gerbrand Ceder, Kristin A. Persson, Anubhav Jain
Structured information extraction from complex scientific text with fine-tuned large language models. CoRR (2022)
Nicholas Walker
Invention Concept Latent Spaces for Analogical Ideation. AIAI (2) (2022)
Amalie Trewartha, Nicholas Walker, Haoyan Huo, Sanghoon Lee, Kevin Cruse, John Dagdelen, Alexander Dunn, Kristin A. Persson, Gerbrand Ceder, Anubhav Jain
Quantifying the advantage of domain-specific pre-training on named entity recognition tasks in materials science. Patterns 3 (4) (2022)
Robert B. Appleby, Roger J. Barlow, Dirk Krücker, James Molson, Scott Rowan, Sam Tygier, Haroon Rafique, Nicholas Walker, Andrzej Wolski
Merlin++, a flexible and feature-rich accelerator physics and particle tracking library. Comput. Phys. Commun. 271 (2022)
Nicholas Walker, Ka-Ming Tam
InfoCGAN classification of 2D square Ising configurations. Mach. Learn. Sci. Technol. 2 (2) (2021)
Nicholas Walker
Using Neural Networks to Learn Shape Decomposition by Successive Prototypication. ECCV (1990)
Nicholas Walker, John Fox
Knowledge based interpretation of images: a biomedical perspective. Knowl. Eng. Rev. 2 (4) (1987)