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WaiChing Sun

columbia university

41H-index
199Paper Count
5.0KCitation Count
Published Papers 82
Publication Date
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Thermo-mechanical effects of binder–crystal interfacial damage on localized heating in polymer-bonded explosives under high velocity impact
errMechanics of Materials
IF4.1
err2026-04-19
err0
PREAI
errGeorgios Barkoulis Gavris; WaiChing Sun
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Discovering neural cohesive zone laws from displacement fields
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-01-17
err0
PREAI
errGeorgios Barkoulis Gavris; WaiChing Sun
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Higher -Order Elastic and Thermal Stress Coefficients of β-HMX for High-Fidelity Continuum Models: A Neural Network Guide to Calibrating Thermoelasticity Data From Molecular Dynamics
errPropellants Explosives Pyrotechnics
IF2
err2025-12-01
err0
PREAI
errPhan, Nhon N.; Sewell, Tommy; Clayton, John D.; Sun, Waiching
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Mixing Data-Driven and Physics-Based Constitutive Models Using Uncertainty-Driven Phase Fields
errInternational Journal for Numerical Methods in Engineering
IF2.9
err2025-10-20
err0
errOAAI
errJoep Storm; WaiChing Sun; Iuri B. C. M. Rocha; Frans P. van der Meer
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Analytical solutions for Cook’s membrane inferred by open-source learning algorithms: A critical assessment of the expressivity-complexity trade-off
errFinite Elements in Analysis and Design
IF3.5
err2025-10-13
err0
PREAI
errHuijian Cai; Nhon N. Phan; WaiChing Sun
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Towards Scientific Machine Learning for Granular Material Simulations: Challenges and Opportunities
errArchives of Computational Methods in Engineering
IF12.1
err2025-08-20
err0
errOAAI
errMarc Fransen; Andreas Fürst; Deepak Tunuguntla; Daniel N. Wilke; Benedikt Alkin; Daniel Barreto; Johannes Brandstetter; Miguel Angel Cabrera; Xinyan Fan; Mengwu Guo; Bram Kieskamp; Krishna Kumar; John Morrissey; Jonathan Nuttall; Jin Ooi; Luisa Orozco; Stefanos-Aldo Papanicolopulos; Tongming Qu; Dingena Schott; Takayuki Shuku; WaiChing Sun; Thomas Weinhart; Dongwei Ye; Hongyang Cheng
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Geometric learning for computational mechanics Part IV: Efficient mesh-based plasticity from a domain-specific foundation model
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-08-20
err0
PREAI
errMian Xiao; Jarett Poliner; WaiChing Sun
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Modified Effective Stress Theory for Rate-Dependent Frozen Soil With Phase Transitions From Pre-Melting Thin Film to Composite
errInternational Journal for Numerical and Analytical Methods in Geomechanics
IF3.6
err2025-07-07
err0
PREAI
errYingxiao Liu; WaiChing Sun; Ronaldo I. Borja
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HYDRA: Symbolic feature engineering of overparameterized Eulerian hyperelasticity models for fast inference time
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-03-01
err0
PREAI
errPhan, Nhon N.; Sun, Waiching; Clayton, John D.
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Anisotropy of the fracture toughness in fl-HMX crystals: A computational study
errMECHANICS OF MATERIALS
IF4.1
err2025-03-01
err0
PREAI
errDuarte, Camilo A.; Picu, Catalin R.; Tomar, Vikas; Sun, Waiching
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A Review on Data-Driven Constitutive Laws for Solids
errARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING
IF12.1
err2024-11-03
err1
PREAI
errFuhg, Jan N.; Padmanabha, Govinda Anantha; Bouklas, Nikolaos; Bahmani, Bahador; Sun, Waiching; Vlassis, Nikolaos N.; Flaschel, Moritz; Carrara, Pietro; De Lorenzis, Laura
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Topology optimization with graph neural network enabled regularized thresholding
errEXTREME MECHANICS LETTERS
IF4.5
err2024-09-01
err1
PREAI
errGavris, Georgios Barkoulis; Sun, Waiching
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Synthesizing realistic sand assemblies with denoising diffusion in latent space
errINTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS
IF3.6
err2024-08-14
err0
errOAAI
errVlassis, Nikolaos N.; Sun, WaiChing; Alshibli, Khalid A.; Regueiro, Richard A.
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Viscoelasticty with physics-augmented neural networks: model formulation and training methods without prescribed internal variables
errCOMPUTATIONAL MECHANICS
IF3.8
err2024-05-06
err7
errOAAI
errRosenkranz, Max; Kalina, Karl A.; Brummund, Joerg; Sun, WaiChing; Kaestner, Markus
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Prediction of yield surface of single crystal copper from discrete dislocation dynamics and geometric learning
errJOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
IF6
err2024-05-01
err4
errOAAI
errJian, Wu-Rong; Xiao, Mian; Sun, Waiching; Cai, Wei
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A MPM Lagrangian-Eulerian hydrocode for simulating buried explosions in transversely isotropic geomaterials
errINTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS
IF3.6
err2024-03-14
err1
PREAI
errXiao, Mian; Sun, WaiChing
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Prediction of effective elastic moduli of rocks using Graph Neural Networks
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-03-01
err3
errOAAI
errChung, Jaehong; Ahmad, Rasool; Sun, Waiching; Cai, Wei; Mukerji, Tapan
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Neural network-based multiscale modeling of finite strain magneto-elasticity with relaxed convexity criteria
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-03-01
err11
errOAAI
errKalina, Karl A.; Gebhart, Philipp; Brummund, Joerg; Linden, Lennart; Sun, WaiChing; Kaestner, Markus
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Discovering interpretable elastoplasticity models via the neural polynomial method enabled symbolic regressions
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-03-01
err4
errOAAI
errBahmani, Bahador; Suh, Hyoung Suk; Sun, Waiching
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A machine-learning supported multi-scale LBM-TPM model of unsaturated, anisotropic, and deformable porous materials
errINTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS
IF3.6
err2023-12-07
err8
errOAAI
errChaaban, Mohamad; Heider, Yousef; Sun, Waiching; Markert, Bernd
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Research Directions

No research directions
Co-authors
Cooperation Journals
J
J. Brandstetter
H-index: 83 · Papers: 714
Q
Qiang Du
H-index: 72 · Papers: 557
B
Bernd Markert
H-index: 65 · Papers: 660
L
Laura De Lorenzis
H-index: 64 · Papers: 299
W
Wei Cai
H-index: 62 · Papers: 380
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