Simon J. L. Billinge

According to our database, Simon J. L. Billinge authored at least 13 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Multi-modal Machine Learning Analysis of X-ray Absorption Near-Edge Spectra and Pair Distribution Functions: Performance and Interpretability towards Experimental Design.

Tanaporn Na Narong, Zoe N. Zachko, Steven B. Torrisi, Simon J. L. Billinge

CoRR, 2024

Diffusion Models Are Promising for Ab Initio Structure Solutions from Nanocrystalline Powder Diffraction Data.

Gabe Guo, Tristan Saidi, Maxwell Terban, Simon J. L. Billinge, Hod Lipson

CoRR, 2024

2023

Towards End-to-End Structure Solutions from Information-Compromised Diffraction Data via Generative Deep Learning.

Gabe Guo, Judah Goldfeder, Ling Lan, Aniv Ray, Albert Hanming Yang, Boyuan Chen, Simon J. L. Billinge, Hod Lipson

CoRR, 2023

2022

Towards a machine-readable literature: finding relevant papers based on an uploaded powder diffraction pattern.

Berrak Özer, Martin A. Karlsen, Zachary Thatcher, Ling Lan, Brian McMahon, Peter R. Strickland, Simon P. Westrip, Koh S. Sang, David G. Billing, Dorthe B. Ravnsbæk, Simon J. L. Billinge

CoRR, 2022

2021

A fast two-stage algorithm for non-negative matrix factorization in streaming data.

Ran Gu, Qiang Du, Simon J. L. Billinge

CoRR, 2021

2020

Validation of non-negative matrix factorization for assessment of atomic pair-distribution function (PDF) data in a real-time streaming context.

Chia-Hao Liu, Christopher J. Wright, Ran Gu, Sasaank Bandi, Allison Wustrow, Paul K. Todd, Daniel O'Nolan, Michelle L. Beauvais, James R. Neilson, Peter J. Chupas, Karena W. Chapman, Simon J. L. Billinge

CoRR, 2020

2018

Recent results on assigned and unassigned distance geometry with applications to protein molecules and nanostructures.

Simon J. L. Billinge, Phillip M. Duxbury, Douglas Soares Gonçalves, Carlile Lavor, Antonio Mucherino

Ann. Oper. Res., 2018

2016

The unassigned distance geometry problem.

Phillip M. Duxbury, L. Granlund, S. R. Gujarathi, Pavol Juhas, Simon J. L. Billinge

Discret. Appl. Math., 2016

Assigned and unassigned distance geometry: applications to biological molecules and nanostructures.

Simon J. L. Billinge, Phillip M. Duxbury, Douglas Soares Gonçalves, Carlile Lavor, Antonio Mucherino

4OR, 2016

Graph rigidity, unassigned distance geometry and the nanostructure problem.

Phillip M. Duxbury, Simon J. L. Billinge

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2014

PDFgetXgui: a graphical user interface for PDFgetX3 for high throughput pair distribution function transformation and visualization.

Xiaohao Yang, Pavol Juhas, Christopher L. Farrow, Simon J. L. Billinge

CoRR, 2014

2007

Quantum correction to the pair distribution function.

V. A. Levashov, Simon J. L. Billinge, M. F. Thorpe

J. Comput. Chem., 2007

2005

Conformation of an ideal bucky ball molecule by genetic algorithm and geometric constraint from pair distance data: genetic algorithm.

David M. Cherba, William F. Punch, Phillip M. Duxbury, Simon J. L. Billinge, Pavol Juhas

Proceedings of the Genetic and Evolutionary Computation Conference, 2005