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J

Jianxun Wang

Cornell University and University of Notre Dame

42H-index
290Paper Count
7.2KCitation Count
Published Papers 82
Publication Date
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Conditional flow matching for generative modelling of near-wall turbulence with quantified uncertainty
errJournal of Fluid Mechanics
IF3.9
err2026-02-27
err0
errOAAI
errMeet Hemant Parikh; Xiantao Fan; Jian-Xun Wang
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Predicting Stress and Damage in Carbon Fiber-Reinforced Composites Deformation Process using Composite U-Net Surrogate Model
errTheoretical and Applied Mechanics Letters
IF3.3
err2025-11-14
err0
errOAAI
errZeping Chen; Marwa Yacouti; Maryam Shakiba; Jian-Xun Wang; Tengfei Luo; Vikas Varshney
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errSave
Physics-informed neural networks with hard-encoded angle-dependent boundary conditions for phonon Boltzmann transport equation
errMaterials Today Physics
IF9.7
err2025-11-05
err0
errOAAI
errJiahang Zhou; Ruiyang Li; Wenjie Shang; Yi Liu; J.P. Panda; Pan Du; Xin-Yang Liu; Jasmine Liang; Ben-Chi Ma; Jian-Xun Wang; Tengfei Luo
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errSave
Energetic Disorder Mitigation of Hole-Transport Layers via Molecular Assembly Boosts Charge Transport to Unlock Efficient and Stable Perovskite Light-Emitting Devices
errNANO LETTERS
IF9.1
err2025-11-01
err0
PREAI
errLuo, Zhao; Zheng, Weijia; Hua, Yulu; Wang, Jianxun; Li, Shuo; Zhou, Yingtong; Song, Ziqi; Miao, Zeyu; Jiang, Zhou; Zhou, Xinyan; Qian, Jingyu; Zhang, Jiaqi; Yin, Wenxu; Wang, Haibo; Zhang, Wei; Zhang, Xiaoyu
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errSave
Diff-FlowFSI: A GPU-optimized differentiable CFD platform for high-fidelity turbulence and FSI simulations
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-10-10
err0
PREAI
errXiantao Fan; Xin-Yang Liu; Meng Wang; Jian-Xun Wang
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errSave
Implicit neural differentiable model for spatiotemporal dynamics
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-08-06
err0
PREAI
errDeepak Akhare; Pan Du; Tengfei Luo; Jian-Xun Wang
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errSave
HybridNDiff-UQ: Uncertainty Quantification for Hybrid Neural Differentiable Modeling
errTheoretical and Applied Mechanics Letters
IF3.3
err2025-08-05
err0
errOAAI
errDeepak Akhare; Tengfei Luo; Jian-Xun Wang
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In Situ Zwitterionic Ligands Consolidated Surface Matrix of Perovskite Quantum Dots for Efficient Red LEDs
errAdvanced Functional Materials
IF19
err2025-07-22
err0
PREAI
errShuhuai Xiao; Jianxun Wang; Xinyi Mei; Mingxu Zhang; Tianan Lin; Xiaoyu Zhang; Xiaoliang Zhang
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errSave
Neural differentiable modeling with diffusion-based super-resolution for two-dimensional spatiotemporal turbulence
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-01-01
err1
errOAAI
errFan, Xiantao; Akhare, Deepak; Wang, Jian-Xun
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errSave
Asynchronous parallel reinforcement learning for optimizing propulsive performance in fin ray control
errENGINEERING WITH COMPUTERS
IF4.9
err2024-12-17
err0
errOAAI
errLiu, Xin-Yang; Bodaghi, Dariush; Xue, Qian; Zheng, Xudong; Wang, Jian-Xun
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errSave
Conditional neural field latent diffusion model for generating spatiotemporal turbulence
errNATURE COMMUNICATIONS
IF15.7
err2024-11-29
err0
errOAAI
errDu, Pan; Parikh, Meet Hemant; Fan, Xiantao; Liu, Xin-Yang; Wang, Jian-Xun
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errSave
Mapping national-scale photovoltaic power stations using a novel enhanced photovoltaic index and evaluating carbon reduction benefits
errENERGY CONVERSION AND MANAGEMENT
IF10.9
err2024-10-01
err1
PREAI
errWang, Jianxun; Chen, Xin; Shi, Tianqi; Hu, Lieyun; Shi, Weiyue; Du, Zhuotong; Zhang, Xiaopu; Zhang, Haiming; Zeng, Yong; Hua, Li; Sui, Haigang
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errSave
Bayesian conditional diffusion models for versatile spatiotemporal turbulence generation
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-07-01
err4
errOAAI
errGao, Han; Han, Xu; Fan, Xiantao; Sun, Luning; Liu, Li -Ping; Duan, Lian; Wang, Jian-Xun
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errSave
Probabilistic physics-integrated neural differentiable modeling for isothermal chemical vapor infiltration process
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-06-05
err3
errOAAI
errAkhare, Deepak; Chen, Zeping; Gulotty, Richard; Luo, Tengfei; Wang, Jian-Xun
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Optimizing Energy Levels and Improving Film Compactness in PbS Quantum Dot Solar Cells by Silver Doping
errSMALL
IF12.1
err2024-02-22
err2
PREAI
errLi, Jing; Zhang, Xiaoyu; Liu, Zeke; Wu, Hua; Wang, Anran; Luo, Zhao; Wang, Jianxun; Dong, Wei; Wang, Chen; Wen, Shanpeng; Dong, Qingfeng; Yu, William W.; Zheng, Weitao
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errSave
SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2024-02-01
err14
errOAAI
errRen, Pu; Rao, Chengping; Chen, Su; Wang, Jian-Xun; Sun, Hao; Liu, Yang
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errSave
Multi-resolution partial differential equations preserved learning framework for spatiotemporal dynamics
errCOMMUNICATIONS PHYSICS
IF5.8
err2024-01-13
err15
errOAAI
errLiu, Xin-Yang; Zhu, Min; Lu, Lu; Sun, Hao; Wang, Jian-Xun
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errSave
Differentiable hybrid neural modeling for fluid-structure interaction
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-01-01
err14
errOAAI
errFan, Xiantao; Wang, Jian-Xun
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errSave
Effects of antagonistic muscle actuation on the bilaminar structure of ray-finned fish in propulsion
errJOURNAL OF FLUID MECHANICS
IF3.9
err2023-11-16
err2
PREAI
errBodaghi, Dariush; Wang, Jian-Xun; Xue, Qian; Zheng, Xudong
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errSave
PhySR: Physics-informed deep super-resolution for spatiotemporal data
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-11-01
err15
PREAI
errRen, Pu; Rao, Chengping; Liu, Yang; Ma, Zihan; Wang, Qi; Wang, Jian-Xun; Sun, Hao
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
S
Stefan M. Pfister
H-index: 159 · Papers: 2.1K
张
张先正 (Xian‐Zheng Zhang)
H-index: 124 · Papers: 848
田
田捷 (Jie Tian)
H-index: 114 · Papers: 1.8K
J
Jing‐Feng Li
H-index: 112 · Papers: 1.1K
W
Weitao Zheng
H-index: 109 · Papers: 1.3K
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