activity
20192021
most citedMachine Learning for Materials Developments in Metals Additive Manufacturing

11 citations · 21 across the 5 of their papers we have counts for

collaborators

6 papers

math.OC2021

A Novel Mathematical Formulation for Density-based Topology Optimization Method Considering Multi-Axis Machining Constraint

Hao Deng, Albert C. To

This paper proposes a novel density-based method for structural design considering restrictions of multi-axis machining processes. A new mathematical formulation based on Heaviside…

math.NA20216 cited

An efficient 146-line 3D sensitivity analysis code of stress-based topology optimization written in MATLAB

Hao Deng, Praveen S. Vulimiri, Albert C. To

This paper presents an efficient and compact MATLAB code for three-dimensional stress-based sensitivity analysis. The 146 lines code includes the finite element analysis and p-norm…

math.OC20214 cited

A Parametric Level Set Method for Topology Optimization based on Deep Neural Network (DNN)

Hao Deng, Albert C. To

This paper proposes a new parametric level set method for topology optimization based on Deep Neural Network (DNN). In this method, the fully connected deep neural network is incor…

physics.comp-ph2020

Projection-based Implicit Modeling Method (PIMM) for Functionally Graded Lattice Optimization

Hao Deng, Albert C. To

This paper proposes a projection-based implicit modeling method (PIMM) for functionally graded lattice optimization, which does not require any homogenization techniques. In this m…

physics.app-ph202011 cited

Machine Learning for Materials Developments in Metals Additive Manufacturing

N. S. Johnson, P. S. Vulimiri, A. C. To +4

In metals additive manufacturing (AM), materials and components are concurrently made in a single process as layers of metal are fabricated on top of each other in the near-final t…

cs.CE2019

Topology Optimization Design of Stretchable Metamaterials with Bezier Skeleton Explicit Density (BSED) Representation Algorithm

Hao Deng, Shawn Hinnebusch, Albert C. To

A new density field representation technique called the Bezier skeleton explicit density (BSED) representation scheme for topology optimization of stretchable metamaterials under f…