Interpretable Machine Learning for Texture-Dependent Constitutive Models with Automatic Code Generation for Topological Optimization

2021 ◽  
Author(s):  
Karl Garbrecht ◽  
Miguel Aguilo ◽  
Allen Sanderson ◽  
Anthony Rollett ◽  
Robert M. Kirby ◽  
...  
Keyword(s):  
Machine Learning ◽  
Code Generation ◽  
Constitutive Models ◽  
Topological Optimization ◽  
Automatic Code Generation ◽  
Interpretable Machine Learning ◽  
Automatic Code

Rapid Control Prototyping Design of DSP-Based Motion Controller

2011 ◽  
Vol 383-390 ◽  
pp. 308-314
Author(s):  
Lin Li ◽  
Zhi Ming Peng ◽  
Bi Cong Zhang ◽  
Zhang Tie
Keyword(s):  
Code Generation ◽  
Automatic Code Generation ◽  
Motion Controller ◽  
Application System ◽  
Pid Algorithm ◽  
Development Platform ◽  
Development Cycle ◽  
Rapid Control ◽  
Rapid Control Prototyping ◽  
Automatic Code

This paper presents a Rapid Control Prototyping (RCP) development platform based on Matlab/Simulink, Real-Time Workshop and Embedded Target for C2000 and DSP development board. It also designs TMS320F2812 DSP-based motion controller under the proposed RCP. The controller using saturated integral PID algorithm produces PWM signal to control DC motor. Experimental results show that the designed controller can control motor accurately. Engineers can complete all design tasks such as modeling, automatic code generation, and download, running and parameters adjustment on this RCP platform when developing DSP application system. Thus the proposed RCP can shorten the DSP development cycle and improve the portability and modularity of program.

scholarly journals Automatic code generation for many-body electronic structure methods: the tensor contraction engine‡‡

2006 ◽  
Vol 104 (2) ◽  
pp. 211-228 ◽  
Author(s):  
Alexander A. Auer ◽  
Gerald Baumgartner ◽  
David E. Bernholdt ◽  
Alina Bibireata ◽  
Venkatesh Choppella ◽  
...  
Keyword(s):  
Electronic Structure ◽  
Code Generation ◽  
Automatic Code Generation ◽  
Many Body ◽  
Electronic Structure Methods ◽  
Tensor Contraction ◽  
Automatic Code
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