Morozov, Dmitriy
- Geometry Helps to Compare Persistence Diagrams
2016/06/10 by Michael Kerber, Kerber, Michael, Dmitriy Morozov +3 · 11 citations
Computer Science · Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #Computational Geometry (cs.CG) #FOS: Computer and information sciences #G.2.2 #G.4 #Homotopy and Cohomology in Algebraic Topology #Topological and Geometric Data Analysis
- Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning
2024/02/24 by Wuyang Chen, Chen, Wuyang, Jialin Song +9 · 8 citations
Computer Science · #Anomaly Detection Techniques and Applications #Target Tracking and Data Fusion in Sensor Networks
- Topological Descriptors Help Predict Guest Adsorption in Nanoporous\n Materials
2020/01/16 by Aditi S. Krishnapriyan, Maciej Harańczyk, Krishnapriyan, Aditi S. +3 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Algebraic Topology (math.AT) #Bioinformatics and Genomic Networks #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Geochemistry and Geologic Mapping #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci) #Topological and Geometric Data Analysis
- Robustifying State-space Models for Long Sequences via Approximate Diagonalization
2023/10/02 by Annan Yu, Yu, Annan, Arnur Nigmetov +7 · 5 citations
Computer Science · Engineering · #Blind Source Separation Techniques #Advanced Memory and Neural Computing #Wireless Signal Modulation Classification
- Output-sensitive Computation of Generalized Persistence Diagrams for 2-filtrations
2021/12/07 by Dmitriy Morozov, Amit Patel, Morozov, Dmitriy +1 · 2 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Algebraic Topology (math.AT) #Computational Geometry (cs.CG) #FOS: Computer and information sciences #FOS: Mathematics #Theoretical and Computational Physics #Topological and Geometric Data Analysis
- Topological Optimization with Big Steps
2022/03/31 by Nigmetov, Arnur, Morozov, Dmitriy · 3 citations
#Algebraic Topology (math.AT) #Computational Geometry (cs.CG) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
- Computing Betti tables and minimal presentations of zero-dimensional persistent homology
2024/10/29 by Morozov, Dmitriy, Scoccola, Luis · 4 citations
#Algebraic Topology (math.AT) #Computational Geometry (cs.CG) #FOS: Computer and information sciences #FOS: Mathematics
- Learning Physics for Unveiling Hidden Earthquake Ground Motions via Conditional Generative Modeling
2024/07/21 by Pu Ren, Rie Nakata, Ren, Pu +21 · 3 citations
Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Seismology and Earthquake Studies
- PersGNN: Applying Topological Data Analysis and Geometric Deep Learning to Structure-Based Protein Function Prediction
2020/10/29 by Nicolas Swenson, Swenson, Nicolas, Aditi S. Krishnapriyan +8 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Algebraic Topology (math.AT) #Bioinformatics and Genomic Networks #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Microbial Natural Products and Biosynthesis #Topological and Geometric Data Analysis
- Wilkins: HPC In Situ Workflows Made Easy
2024/04/04 by Yildiz, Orcun, Morozov, Dmitriy, Nigmetov, Arnur +2 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Distributed Computation of Persistent Cohomology
2024/10/21 by Arnur Nigmetov, Nigmetov, Arnur, Dmitriy Morozov +1 · 1 citation
Computer Science · Mathematics · #55N31 #Computational Geometry (cs.CG) #FOS: Computer and information sciences #Geometric and Algebraic Topology #Homotopy and Cohomology in Algebraic Topology #Topological and Geometric Data Analysis