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Works (30)

Extending Power of Nature from Binary to Real-Valued Graph Learning in Real World

The Twelfth International Conference on Learning Representations
2024 | Conference paper
URI:

https://openreview.net/forum?id=qT7DXUmX7j
Contributors: Chunshu Wu; Ruibing Song; Chuan Liu; Yunan Yang; Ang Li; Michael Huang; Tong Geng
Source: Self-asserted source
Yunan Yang

Adaptive State-Dependent Diffusion for Derivative-Free Optimization

Communications on Applied Mathematics and Computation
2024-06 | Journal article
DOI: 10.1007/s42967-023-00324-3
Contributors: Björn Engquist; Kui Ren; Yunan Yang
Source: check_circle
Crossref

Differential Equation–Constrained Optimization with Stochasticity

SIAM/ASA Journal on Uncertainty Quantification
2024-06-30 | Journal article
DOI: 10.1137/23m1571162
Part of ISSN: 2166-2525
Contributors: Qin Li; Li Wang; Yunan Yang
Source: Self-asserted source
Yunan Yang

Suppressing instability in a Vlasov–Poisson system by an external electric field through constrained optimization

Journal of Computational Physics
2024-02 | Journal article
DOI: 10.1016/j.jcp.2023.112662
Part of ISSN: 0021-9991
Contributors: Lukas Einkemmer; Qin Li; Li Wang; Yang Yunan
Source: Self-asserted source
Yunan Yang

Ising-CF: A Pathbreaking Collaborative Filtering Method Through Efficient Ising Machine Learning

60th ACM/IEEE Design Automation Conference, DAC 2023, San Francisco, CA, USA, July 9-13, 2023
2023 | Conference paper
DOI: 10.1109/DAC56929.2023.10247860
Contributors: Zhuo Liu and Yunan Yang and Zhenyu Pan and Anshujit Sharma and Amit Hasan and Caiwen Ding and Ang Li and Michael C. Huang and Tong Geng
Source: Self-asserted source
Yunan Yang

Neural Inverse Operators for Solving PDE Inverse Problems

International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA
2023 | Conference paper
URI:

https://proceedings.mlr.press/v202/molinaro23a.html
Contributors: Roberto Molinaro and Yunan Yang and Björn Engquist and Siddhartha Mishra; Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett
Source: Self-asserted source
Yunan Yang

Tuning Frequency Bias in Neural Network Training with Nonuniform Data

The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023
2023 | Conference paper
URI:

https://openreview.net/pdf?id=oLIZ2jGTiv
Contributors: Annan Yu and Yunan Yang and Alex Townsend
Source: Self-asserted source
Yunan Yang

Monte Carlo Gradient in Optimization Constrained by Radiative Transport Equation

SIAM Journal on Numerical Analysis
2023-12-31 | Journal article
DOI: 10.1137/22M1524515
Contributors: Qin Li; Li Wang; Yunan Yang
Source: check_circle
Crossref
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Preferred source (of 2)‎

Implicit Regularization Effects of the Sobolev Norms in Image Processing

La Matematica
2023-11-17 | Journal article
DOI: 10.1007/s44007-023-00077-8
Contributors: Bowen Zhu; Jingwei Hu; Yifei Lou; Yunan Yang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Generative modeling of time-dependent densities via optimal transport and projection pursuit

Chaos: An Interdisciplinary Journal of Nonlinear Science
2023-10-01 | Journal article
DOI: 10.1063/5.0155783
Contributors: Jonah Botvinick-Greenhouse; Yunan Yang; Romit Maulik
Source: check_circle
Crossref

Adjoint DSMC for nonlinear spatially-homogeneous Boltzmann equation with a general collision model

Journal of Computational Physics
2023-09 | Journal article
DOI: 10.1016/j.jcp.2023.112247
Contributors: Yunan Yang; Denis Silantyev; Russel Caflisch
Source: check_circle
Crossref

Efficient Natural Gradient Descent Methods for Large-Scale PDE-Based Optimization Problems

SIAM Journal on Scientific Computing
2023-08-31 | Journal article | Author
DOI: 10.1137/22m1477805
Part of ISSN: 1064-8275
Part of ISSN: 1095-7197
Contributors: Levon Nurbekyan; Wanzhou Lei; Yunan Yang
Source: Self-asserted source
Yunan Yang
grade
Preferred source (of 2)‎

HV geometry for signal comparison

Quarterly of Applied Mathematics
2023-06-16 | Journal article
DOI: 10.1090/qam/1672
Part of ISSN: 0033-569X
Part of ISSN: 1552-4485
Contributors: Ruiyu Han; Dejan Slepčev; Yunan Yang
Source: Self-asserted source
Yunan Yang

Learning dynamics on invariant measures using PDE-constrained optimization

Chaos: An Interdisciplinary Journal of Nonlinear Science
2023-06-01 | Journal article
DOI: 10.1063/5.0149673
Contributors: Jonah Botvinick-Greenhouse; Robert Martin; Yunan Yang
Source: check_circle
Crossref

Norm-dependent convergence and stability of the inverse scattering series for diffuse and scalar waves

Inverse Problems
2023-05-01 | Journal article
DOI: 10.1088/1361-6420/acc682
Contributors: Srinath Mahankali; Yunan Yang
Source: check_circle
Crossref

Optimal Transport for Parameter Identification of Chaotic Dynamics via Invariant Measures

SIAM Journal on Applied Dynamical Systems
2023-03-31 | Journal article
DOI: 10.1137/21m1421337
Part of ISSN: 1536-0040
Contributors: Yunan Yang; Levon Nurbekyan; Elisa Negrini; Robert Martin; Mirjeta Pasha
Source: Self-asserted source
Yunan Yang

A Generalized Weighted Optimization Method for Computational Learning and Inversion

The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022
2022 | Conference paper
URI:

https://openreview.net/forum?id=14F3fI6MGxX
Contributors: Kui Ren and Yunan Yang and Björn Engquist
Source: Self-asserted source
Yunan Yang

An Algebraically Converging Stochastic Gradient Descent Algorithm for Global Optimization

2022 | Working paper
DOI: 10.48550/ARXIV.2204.05923
Contributors: Björn Engquist; Kui Ren; Yunan Yang
Source: Self-asserted source
Yunan Yang

Seeing through rock with help from optimal transport

Snapshots of modern mathematics from Oberwolfach;2022
2022 | Journal article
DOI: 10.14760/SNAP-2022-004-EN
Contributors: Christina Frederick; Yunan Yang
Source: Self-asserted source
Yunan Yang

Optimal Transport Based Seismic Inversion:Beyond Cycle Skipping

Communications on Pure and Applied Mathematics
2022-10 | Journal article
DOI: 10.1002/cpa.21990
Part of ISSN: 0010-3640
Part of ISSN: 1097-0312
Contributors: Björn Engquist; Yunan Yang
Source: Self-asserted source
Yunan Yang

Anderson Acceleration Based on the H^{-s} Sobolev Norm for Contractive and Noncontractive Fixed-Point Operators.

Journal of Computational and Applied Mathematics
2022-03 | Journal article
DOI: 10.1016/j.cam.2021.113844
Part of ISSN: 0377-0427
Contributors: Yunan Yang; Alex Townsend ; Daniel Appelö
Source: Self-asserted source
Yunan Yang

Adjoint DSMC for nonlinear Boltzmann equation constrained optimization

Journal of Computational Physics
2021-08 | Journal article
DOI: 10.1016/j.jcp.2021.110404
Part of ISSN: 0021-9991
Contributors: Russel Caflisch; Denis Silantyev; Yunan Yang
Source: Self-asserted source
Yunan Yang

Stability of Gibbs Posteriors from the Wasserstein Loss for Bayesian Full Waveform Inversion

SIAM/ASA Journal on Uncertainty Quantification
2021-01 | Journal article
DOI: 10.1137/20m1334218
Part of ISSN: 2166-2525
Contributors: Matthew M. Dunlop; Yunan Yang
Source: Self-asserted source
Yunan Yang

Anderson acceleration for seismic inversion

GEOPHYSICS
2021-01-01 | Journal article
DOI: 10.1190/geo2020-0462.1
Contributors: Yunan Yang
Source: check_circle
Crossref

The quadratic Wasserstein metric for inverse data matching

Inverse Problems
2020-05-01 | Journal article
DOI: 10.1088/1361-6420/ab7e04
Contributors: Björn Engquist; Kui Ren; Yunan Yang
Source: check_circle
Crossref

Seismic imaging and optimal transport

Communications in Information and Systems
2019 | Journal article
DOI: 10.4310/cis.2019.v19.n2.a1
Part of ISSN: 1526-7555
Part of ISSN: 2163-4548
Contributors: Bjorn Engquist; Yunan Yang
Source: Self-asserted source
Yunan Yang

Seismic inversion and the data normalization for optimal transport

Methods and Applications of Analysis
2019 | Journal article
DOI: 10.4310/maa.2019.v26.n2.a3
Part of ISSN: 1073-2772
Part of ISSN: 1945-0001
Contributors: Björn Engquist; Yunan Yang
Source: Self-asserted source
Yunan Yang

Analysis of optimal transport and related misfit functions in full-waveform inversion

GEOPHYSICS
2018-01-01 | Journal article
DOI: 10.1190/geo2017-0264.1
Contributors: Yunan Yang; Björn Engquist
Source: check_circle
Crossref

Application of optimal transport and the quadratic Wasserstein metric to full-waveform inversion

GEOPHYSICS
2018-01-01 | Journal article
DOI: 10.1190/geo2016-0663.1
Contributors: Yunan Yang; Björn Engquist; Junzhe Sun; Brittany F. Hamfeldt
Source: check_circle
Crossref

Optimal transport for seismic full waveform inversion

Communications in Mathematical Sciences
2016 | Journal article
DOI: 10.4310/cms.2016.v14.n8.a9
Part of ISSN: 1539-6746
Part of ISSN: 1945-0796
Contributors: Björn Engquist; Brittany D. Froese; Yunan Yang
Source: Self-asserted source
Yunan Yang

Peer review (5 reviews for 1 publication/grant)

Review activity for Journal of computational physics. (5)
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