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D

Daniël N. Wilke

university of pretoria

24H指数
172论文数
2.3K被引数
收录论文 34
发表时间
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Towards Scientific Machine Learning for Granular Material Simulations: Challenges and Opportunities面向颗粒材料模拟的科学机器学习: 挑战与机遇
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
err分享
err收藏
Generalised envelope spectrum-based signal-to-noise objectives: Formulation, optimisation and application for gear fault detection under time-varying speed conditions
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2025-02-01
err0
errOAAI
errSchmidt, Stephan; Wilke, Daniel N.; Gryllias, Konstantinos C.
err分享
err收藏
Feature detection in guided wave ultrasound measurements using simulated spectrograms and generative machine learning
errNDT & E INTERNATIONAL
IF4.5
err2024-04-01
err2
PREAI
errSetshedi, Isaac I.; Wilke, Daniel N.; Loveday, Philip W.
err分享
err收藏
A novel and fully automated coordinate system transformation scheme for near optimal surrogate construction
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-02-01
err2
PREAI
errBouwer, Johann; Wilke, Daniel N.; Kok, Schalk
err分享
err收藏
A data-driven hybrid approach to generate synthetic data for unavailable damage scenarios in welded rails for ultrasonic guided wave monitoring一种数据驱动的混合方法，用于为焊接导轨中不可用的损坏场景生成合成数据，以进行超声导波监测
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2023-10-10
err2
errOAAI
errRamatlo, Dineo A.; Wilke, Daniel N.; Loveday, Philip W.
err分享
err收藏
Latent indicators for temporal-preserving latent variable models in vibration-based condition monitoring under non-stationary conditions
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2023-09-01
err3
errOAAI
errBalshaw, Ryan; Heyns, P. Stephan; Wilke, Daniel N.; Schmidt, Stephan
err分享
err收藏
Gradient-only surrogate to resolve learning rates for robust and consistent training of deep neural networks
errAPPLIED INTELLIGENCE
IF3.5
err2022-10-15
err1
PREAI
errChae, Younghwan; Wilke, Daniel N.; Kafka, Dominic
err分享
err收藏
Sparse Identification of Conditional relationships in Structural Causal Models (SICrSCM) for counterfactual inference用于反事实推理的结构因果模型 (SICrSCM) 中条件关系的稀疏识别
errPROBABILISTIC ENGINEERING MECHANICS
IF3.5
err2022-07-01
err1
PREAI
errCorreia, Daniel; Wilke, Daniel N.; Schmidt, Stephan
err分享
err收藏
Physics-based modelling and simulation of reverberating reflections in ultrasonic wave to welded rail tracks
errJOURNAL OF SOUND AND VIBRATION
IF4.9
err2022-07-01
err17
errOAAI
errRamatlo, Dineo A.; Long, Craig S.; Loveday, Philip W.; Wilke, Daniel N.
err分享
err收藏
Importance of temporal preserving latent analysis for latent variable models in fault diagnostics of rotating machinery
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2022-04-01
err6
errOAAI
errBalshaw, Ryan; Heyns, P. Stephan; Wilke, Daniel N.; Schmidt, Stephan
err分享
err收藏
Parametric Circuit Fault Diagnosis Through Oscillation-Based Testing in Analogue Circuits: Statistical and Deep Learning Approaches通过模拟电路中基于振荡的测试进行参数电路故障诊断: 统计和深度学习方法
errIEEE ACCESS
IF3.6
err2022-01-01
err11
errOAAI
errCloete, Jacob B.; Stander, Tinus; Wilke, Daniel N.
err分享
err收藏
The influence of faceted particle shapes on material dynamics in screw conveying
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2021-11-01
err15
PREAI
errGovender, Nicolin; Cleary, Paul W.; Wilke, Daniel N.; Khinast, Johannes
err分享
err收藏
Boundary condition enforcement for renormalised weakly compressible meshless Lagrangian methods
errENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS
IF4.1
err2021-09-01
err3
errOAAI
errJoubert, Johannes C.; Wilke, Daniel N.; Govender, Nicolin; Pizette, Patrick; Basic, Josip; Abriak, Nor-Edine
err分享
err收藏
A modelling framework for simulation of ultrasonic guided wave-based inspection of welded rail tracks
errULTRASONICS
IF4.1
err2020-12-01
err30
errOAAI
errRamatlo, Dineo A.; Long, Craig S.; Loveday, Philip W.; Wilke, Daniel N.
err分享
err收藏
Analysis of parallel spatial partitioning algorithms for GPU based DEM
errCOMPUTERS AND GEOTECHNICS
IF6.2
err2020-09-01
err23
PREAI
errLubbe, Retief; Xu, Wen-Jie; Wilke, Daniel N.; Pizette, Patrick; Govender, Nicolin
err分享
err收藏
Deep digital twins for detection, diagnostics and prognostics
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2020-06-01
err155
errOAAI
errBooyse, Wihan; Wilke, Daniel N.; Heyns, Stephan
err分享
err收藏
The effect of particle shape on the packed bed effective thermal conductivity based on DEM with polyhedral particles on the GPU
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2020-06-01
err39
errOAAI
errGovender, Nicolin; Cleary, Paul W.; Kiani-Oshtorjani, Mehran; Wilke, Daniel N.; Wu, Chuan-Yu; Kureck, Hermann
err分享
err收藏
On the rotational variance of the differential evolution algorithm
errADVANCES IN ENGINEERING SOFTWARE
IF5.7
err2019-10-01
err1
PREAI
errRas, Marthinus N.; Wilke, Daniel N.; Groenwold, Albert A.; Kok, Schalk
err分享
err收藏
A numerical investigation into the effect of angular particle shape on blast furnace burden topography and percolation using a GPU solved discrete element model
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2019-08-01
err42
errOAAI
errGovender, Nicolin; Wilke, Daniel N.; Wu, Chuan-Yu; Tuzun, Ugur; Kureck, Hermann
err分享
err收藏
Estimation of rail properties using semi-analytical finite element models and guided wave ultrasound measurements使用半解析有限元模型和导波超声测量估算轨道特性
errULTRASONICS
IF4.1
err2019-07-01
err30
errOAAI
errSetshedi, Isaac I.; Loveday, Philip W.; Long, Craig S.; Wilke, Daniel N.
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
N
N. Govender
H 指数: 104 · 论文数: 1.4K
J
J. Brandstetter
H 指数: 83 · 论文数: 714
P
Paul W. Cleary
H 指数: 66 · 论文数: 344
J
Johannes Khinast
H 指数: 60 · 论文数: 839
M
Marc Fransen
H 指数: 47 · 论文数: 200
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