Simultaneous Development of a Self-learning Engineering Assistance System

[1]  Sandro Wartzack,et al.  ACQUISITION OF DESIGN-RELEVANT KNOWLEDGE WITHIN THE DEVELOPMENT OF SHEET-BULK METAL FORMING , 2011 .

[2]  Sandro Wartzack,et al.  Concept for the Architecture of a Self-Learning Engineering Assistance System , 2010 .

[3]  Sandro Wartzack,et al.  Neural network based modeling and optimization of deep drawing – extrusion combined process , 2014, J. Intell. Manuf..

[4]  Sandro Wartzack,et al.  Visualization of simulation-data-based metamodels during the product synthesis , 2012 .

[5]  Sandro Wartzack,et al.  GAUSSIAN PROCESS BASED APPROACH FOR AUTOMATIC KNOWLEDGE ACQUISITION , 2014 .

[6]  Kalyanmoy Deb,et al.  A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..

[7]  Sandro Wartzack,et al.  DESIGN-FOR-MANUFACTURE OF SHEET-BULK METAL FORMED PARTS , 2015 .

[8]  S. Wartzack,et al.  Meta-model based generation of solution spaces in sheet-bulk metal forming , 2020 .

[9]  Sandro Wartzack,et al.  DEEP LEARNING IN SHEET-BULK METAL FORMING PART DESIGN , 2018 .

[10]  Sandro Wartzack,et al.  APPLICATION OF SENSITIVITIES ON SIMULATION-DATA-BASED METAMODELS DURING THE PRODUCT SYNTHESIS , 2012 .

[11]  Sandro Wartzack,et al.  A classification system for secondary design features for the use within sheet-bulk metal forming , 2013 .

[12]  Sandro Wartzack,et al.  Einsatz von Data-Mining in modernen Produktentstehungsprozessen , 2015 .

[13]  Sandro Wartzack,et al.  Comparison of Predictive Data Mining Methods for their Application in a Design Process , 2010 .

[14]  Quoc V. Le,et al.  Neural Architecture Search with Reinforcement Learning , 2016, ICLR.

[15]  Sandro Wartzack,et al.  Acquisition of Heuristic Knowledge for the Prediction of the Frictional Behavior of Surface Structures Created by Self-Excited Tool Vibrations , 2012 .

[16]  Panos Y. Papalambros,et al.  Principles of Optimal Design: Modeling and Computation , 1988 .

[17]  Joshua Lederberg,et al.  DENDRAL: A Case Study of the First Expert System for Scientific Hypothesis Formation , 1993, Artif. Intell..

[18]  Ramasamy Uthurusamy,et al.  Data mining and knowledge discovery in databases , 1996, CACM.