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Alex Morehead
Alex Morehead
Ph.D. Candidate in Computer Science, University of Missouri-Columbia
在 mail.missouri.edu 的电子邮件经过验证 - 首页
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引用次数
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年份
Low cost gunshot detection using deep learning on the raspberry pi
A Morehead, L Ogden, G Magee, R Hosler, B White, G Mohler
IEEE International Conference on Big Data (BigData 2019), 3038-3044, 2019
332019
Towards Joint Sequence-Structure Generation of Nucleic Acid and Protein Complexes with SE(3)-Discrete Diffusion
A Morehead, JA Ruffolo, A Bhatnagar, A Madani
NeurIPS 2023 Workshop on Machine Learning in Structural Biology, 14, 2023
312023
Geometric Transformers for Protein Interface Contact Prediction
A Morehead, C Chen, J Cheng
10th International Conference on Learning Representations (ICLR 2022), 2022
312022
Unlocking de novo antibody design with generative artificial intelligence
A Shanehsazzadeh, S Bachas, M McPartlon, G Kasun, JM Sutton, ...
bioRxiv, 2023.01. 08.523187, 2023
252023
A Region-Based Deep Learning Approach to Automated Retail Checkout
M Shoman, A Aboah, A Morehead, Y Duan, A Daud, Y Adu-Gyamfi
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
232022
3D-equivariant graph neural networks for protein model quality assessment
C Chen, X Chen, A Morehead, T Wu, J Cheng
Bioinformatics 39 (1), btad030, 2023
222023
Impact of AlphaFold on Structure Prediction of Protein Complexes: The CASP15-CAPRI Experiment
M Lensink, G Brysbaert, N Raouraoua, P Bates, M Giulini, RV Honorato, ...
Proteins: Structure, Function, and Bioinformatics, 2023
212023
Geometry-Complete Diffusion for 3D Molecule Generation and Optimization
A Morehead, J Cheng
Nature Communications Chemistry & ICLR 2023 MLDD, 2023
21*2023
DIPS-Plus: The Enhanced Database of Interacting Protein Structures for Interface Prediction
A Morehead, C Chen, A Sedova, J Cheng
Scientific Data (Nature), 2023
152023
Geometry-Complete Perceptron Networks for 3D Molecular Graphs
A Morehead, J Cheng
Bioinformatics & DLG-AAAI’23, 2024
122024
A gated graph transformer for protein complex structure quality assessment and its performance in CASP15
X Chen*, A Morehead*, J Liu, J Cheng
Bioinformatics & ISMB 2023, 2023
11*2023
High-Performance Deep Learning Toolbox for Genome-Scale Prediction of Protein Structure and Function
M Gao, P Lund-Andersen, A Morehead, S Mahmud, C Chen, X Chen, ...
IEEE/ACM Workshop on Machine Learning in High Performance Computing …, 2021
112021
EGR: Equivariant graph refinement and assessment of 3D protein complex structures
A Morehead, X Chen, T Wu, J Liu, J Cheng
arXiv preprint arXiv:2205.10390, 2022
62022
DRLComplex: Reconstruction of protein quaternary structures using deep reinforcement learning
E Soltanikazemi, RS Roy, F Quadir, N Giri, A Morehead, J Cheng
International Conference on Intelligent Biology and Medicine (ICIBM 2023), 2023
52023
Evaluating Representation Learning on the Protein Structure Universe
AR Jamasb*, A Morehead*, CK Joshi*, Z Zhang*, K Didi, SV Mathis, ...
12th International Conference on Learning Representations (ICLR 2024), 14, 2024
32024
Protein structure accuracy estimation using geometry‐complete perceptron networks
A Morehead, J Liu, J Cheng
Protein Science 33 (3), e4932, 2024
32024
Semi-supervised graph learning meets dimensionality reduction
A Morehead*, W Chantapakul*, J Cheng
IEEE International Conference on Machine Learning and Applications (ICMLA 2023), 2023
32023
Accurate prediction of protein tertiary structural changes induced by single-site mutations with equivariant graph neural networks
S Mahmud, A Morehead, J Cheng
bioRxiv, 2023.10. 03.560758, 2023
22023
gRNAde: Geometric Deep Learning for 3D RNA inverse design
CK Joshi, AR Jamasb, R Viñas, C Harris, SV Mathis, A Morehead, ...
bioRxiv, 2024
12024
RNA-FrameFlow: Flow Matching for de novo 3D RNA Backbone Design
R Anand, CK Joshi, A Morehead, AR Jamasb, C Harris, SV Mathis, K Didi, ...
ICML 2024 SPIGM (Oral) & AI4Science (Spotlight), 2024
2024
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