Yingbo Ma
- Universal Differential Equations for Scientific Machine Learning
2020/01/13 by Christopher Rackauckas, Rackauckas, Christopher, Yingbo Ma +17 · 4 voices · 72 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · Physics and Astronomy · #Gene Regulatory Network Analysis #Mathematical Biology Tumor Growth #Model Reduction and Neural Networks #cs.LG #math.DS #q-bio.QM #stat.ML
- Automated translation and accelerated solving of differential equations on multiple GPU platforms
2023/04/13 by Utkarsh Utkarsh, Valentin Churavy, Yunxiao Ma +9 · 3 voices · 7 citations
Computer Science · #Advanced Data Storage Technologies #Distributed and Parallel Computing Systems #Parallel Computing and Optimization Techniques
- A Comparison of Automatic Differentiation and Continuous Sensitivity Analysis for Derivatives of Differential Equation Solutions
2018/12/05 by Yingbo Ma, Vaibhav Dixit, Ma, Yingbo +7 · 7 citations
Computer Science · Physics and Astronomy · #FOS: Mathematics #Machine Learning and ELM #Matrix Theory and Algorithms #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
- Stiff neural ordinary differential equations
2021/09/01 by Suyong Kim, Weiqi Ji, Sili Deng +2 · 8 citations
Computer Science · Mathematics · Physics and Astronomy · #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Numerical methods for differential equations
- Symbolic-Numeric Integration of Univariate Expressions based on Sparse Regression
2022/01/29 by Shahriar Iravanian, Carl Julius Martensen, Iravanian, Shahriar +12 · 1 voice
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Mathematics, Computing, and Information Processing #Model Reduction and Neural Networks #cs.SC
- Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks
2020/10/07 by Ranjan Anantharaman, Anantharaman, Ranjan, Yingbo Ma +11 · 1 citation
Computer Science · Physics and Astronomy · #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural Networks and Reservoir Computing
- Composing Modeling and Simulation with Machine Learning in Julia
2021/05/12 by Christopher Rackauckas, Rackauckas, Chris, Ranjan Anantharaman +23 · 2 citations
Computer Science · Physics and Astronomy · Engineering · #Neural Networks and Reservoir Computing #Model Reduction and Neural Networks #Optical Network Technologies
- Automatically Detecting Confusion and Conflict During Collaborative Learning Using Linguistic, Prosodic, and Facial Cues
2024/01/26 by Yingbo Ma, Yukyeong Song, Ma, Yingbo +11 · 1 citation
Computer Science · Psychology · #Communication in Education and Healthcare #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Intelligent Tutoring Systems and Adaptive Learning #Language, Metaphor, and Cognition
- Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision
2024/04/10 by Yingbo Ma, Suraj Kolla, Ma, Yingbo +25 · 1 citation
Computer Science · Health Professions · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Medical Coding and Health Information