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Found 6 papers, 3 papers with code
Extracting Structured Seed-Mediated Gold Nanorod Growth Procedures from Literature with GPT-3
To that end, we present an approach using the powerful GPT-3 language model to extract structured multi-step seed-mediated growth procedures and outcomes for gold nanorods from unstructured scientific text.
Structured information extraction from complex scientific text with fine-tuned large language models
Here, we present a simple sequence-to-sequence approach to joint named entity recognition and relation extraction for complex hierarchical information in scientific text.
Merlin++, a flexible and feature-rich accelerator physics and particle tracking library
Merlin++ is a C++ charged-particle tracking library developed for the simulation and analysis of complex beam dynamics within high energy particle accelerators.
Accelerator Physics
Deep Learning on the 2-Dimensional Ising Model to Extract the Crossover Region with a Variational Autoencoder
The 2-dimensional Ising model on a square lattice is investigated with a variational autoencoder in the non-vanishing field case for the purpose of extracting the crossover region between the ferromagnetic and paramagnetic phases.
Computational Physics Statistical Mechanics
InfoCGAN Classification of 2-Dimensional Square Ising Configurations
The predicted categorical assignments show very strong agreement with the expected physical phases in the Ising model, the ferromagnetic spin-up and spin down phases as well as the paramagnetic phase.
Statistical Mechanics
Effect of Mitigation Measures on the Spreading of COVID-19 in Hard-Hit States
State government-mandated social distancing measures have helped to slow down the growth of the COVID-19 pandemic in the United States.
