Scholar
Derek Jones
Google Scholar ID: hVD2fvYAAAAJ
Lawrence Livermore National Laboratory, University of California - San Diego
Citations & Impact
Citations
566
H-index
8
i10-index
7
Publications
19
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- Published paper 'HDBind: encoding of molecular structure with hyperdimensional binary representations' with co-authors including Derek Jones, Xiaohua Zhang, Brian J Bennion, etc., in Sci. Rep. 2024.
Research Experience
- PhD research at the Systems Energy Efficiency (SEE) Lab at UC San Diego, focusing on molecular representation learning using physics-informed learning algorithms and HPC. Mentored by Dr. Jonathan E. Allen at Lawrence Livermore National Laboratory (LLNL).
Education
- Graduated from the University of Kentucky in May 2018 with an M.Sc. in Computer Science, focusing on Machine Learning/Deep Learning and its applications to Computational Biology and Drug Discovery, advised by Dr. Nathan Jacobs (now at WashU) and Dr. Sally R. Ellingson.
Background
- Research Interests: Molecular representation learning, physics-informed learning algorithms, and high-performance computing (HPC); Field: Computer Science; Bio: PhD candidate in the Department of Computer Science at the University of California, San Diego, advised by Dr. Tajana S. Rosing and Dr. Niema Moshiri, and mentored by Dr. Jonathan E. Allen of Lawrence Livermore National Laboratory (LLNL).
Co-authors