Yunan Yang
- Application of Optimal Transport and the Quadratic Wasserstein Metric to Full-Waveform Inversion
2016/12/15 by Yunan Yang, Björn Engquist, Yang, Yunan +5 · 3 citations
Earth and Planetary Sciences · Engineering · #FOS: Mathematics #FOS: Physical sciences #Geophysics (physics.geo-ph) #Hydraulic Fracturing and Reservoir Analysis #Numerical Analysis (math.NA) #Seismic Imaging and Inversion Techniques #Seismic Waves and Analysis
- Seismic Inversion and the Data Normalization for Optimal Transport
2018/10/19 by Björn Engquist, Yunan Yang, Engquist, Björn +1 · 2 citations
Earth and Planetary Sciences · Engineering · #FOS: Mathematics #Hydraulic Fracturing and Reservoir Analysis #Numerical Analysis (math.NA) #Seismic Imaging and Inversion Techniques #Seismic Waves and Analysis
- Differential-Equation Constrained Optimization With Stochasticity
2023/05/06 by Qin Li, Li, Qin, Ke Wang +3 · 3 citations
Computer Science · Decision Sciences · Mathematics · #49Q22 #65K10 #65M32 #65M75 #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Scientific Measurement and Uncertainty Evaluation #Statistical Methods and Inference
- Adjoint Monte Carlo Method
2024/01/16 by Russel E. Caflisch, Caflisch, Russel, Yunan Yang +1 · 3 citations
Materials Science · Physics and Astronomy · #Advanced Chemical Physics Studies #Catalytic Processes in Materials Science #Computational Physics (physics.comp-ph) #FOS: Mathematics #FOS: Physical sciences #Machine Learning in Materials Science #Numerical Analysis (math.NA)
- Stability of Gibbs Posteriors from the Wasserstein Loss for Bayesian Full Waveform Inversion
2020/04/07 by Matthew M. Dunlop, Yunan Yang, Dunlop, Matthew M. +1 · 2 citations
Earth and Planetary Sciences · Engineering · #49K40 #62C10 #65J22 #86A22 #FOS: Mathematics #Hydraulic Fracturing and Reservoir Analysis #Hydrocarbon exploration and reservoir analysis #Numerical Analysis (math.NA) #Seismic Imaging and Inversion Techniques #Statistics Theory (math.ST)
- Seismic Imaging and Optimal Transport
2018/08/14 by Björn Engquist, Engquist, Björn, Yunan Yang +1 · 1 citation
Earth and Planetary Sciences · Engineering · #FOS: Mathematics #Hydraulic Fracturing and Reservoir Analysis #Numerical Analysis (math.NA) #Seismic Imaging and Inversion Techniques #Seismic Waves and Analysis
- Stochastic Inverse Problem: stability, regularization and Wasserstein gradient flow
2024/09/30 by Qin Li, Maria Oprea, Li, Qin +5 · 3 citations
Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Gas Dynamics and Kinetic Theory #Geometric Analysis and Curvature Flows #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical methods in inverse problems #Optimization and Control (math.OC) #Probability (math.PR)
- Inverse Problems Over Probability Measure Space
2025/04/26 by Qin Li, Li, Qin, Maria Oprea +5 · 5 citations
Computer Science · Mathematics · Physics and Astronomy · #49Q22 #65K10 #65M32 #65M75 #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Geometric Analysis and Curvature Flows #Optimization and Control (math.OC) #Statistical Mechanics and Entropy #Statistics Theory (math.ST)
- Sampling with Adaptive Variance for Multimodal Distributions
2024/11/20 by Björn Engquist, Kui Ren, Engquist, Björn +3 · 2 citations
Computer Science · #Bayesian Methods and Mixture Models
- An Analysis of Constraint-Relaxation in PDE-Based Inverse Problems
2024/03/22 by Tristan van Leeuwen, Yunan Yang, van Leeuwen, Tristan +1 · 1 citation
Computer Science · Mathematics · #Analysis of PDEs (math.AP) #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Neural Networks and Applications #Numerical methods in inverse problems #Optimization and Control (math.OC)
- HV Geometry for Signal Comparison
2023/04/23 by Ruiyu Han, Han, Ruiyu, Dejan Slepčev +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Medicine · Physics and Astronomy · #Advanced Differential Geometry Research #Differential Geometry (math.DG) #FOS: Mathematics #Fibromyalgia and Chronic Fatigue Syndrome Research #Metric Geometry (math.MG) #Myofascial pain diagnosis and treatment #Optimization and Control (math.OC)
- Adaptive Preconditioned Gradient Descent with Energy
2023/10/10 by Hailiang Liu, Liu, Hailiang, Levon Nurbekyan +5 · 1 citation
Computer Science · Mathematics · #Matrix Theory and Algorithms #Advanced Optimization Algorithms Research #Stochastic Gradient Optimization Techniques
- The Distributional Koopman Operator for Random Dynamical Systems
2025/04/15 by Maria Oprea, Alex Townsend, Oprea, Maria +3 · 1 citation
Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Dynamical Systems (math.DS) #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks