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2102.03355
Cited By

Thermal Control of Laser Powder Bed Fusion Using Deep Reinforcement
Learning

Thermal Control of Laser Powder Bed Fusion Using Deep Reinforcement Learning

29 January 2021

ArXiv (abs)PDF HTML

Papers citing "Thermal Control of Laser Powder Bed Fusion Using Deep Reinforcement Learning"

11 / 11 papers shown

Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations

Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations

Xiangzhong Fang

190

0

0

16 May 2025

Integrating Multi-Physics Simulations and Machine Learning to Define the Spatter Mechanism and Process Window in Laser Powder Bed Fusion

Integrating Multi-Physics Simulations and Machine Learning to Define the Spatter Mechanism and Process Window in Laser Powder Bed Fusion

Olabode T. Ajenifujah

274

2

0

13 May 2024

Deep Learning for Melt Pool Depth Contour Prediction From Surface
Thermal Images via Vision Transformers

Deep Learning for Melt Pool Depth Contour Prediction From Surface Thermal Images via Vision Transformers

Alexander J. Myers

Guadalupe Quirarte

Jonathan A. Malen

367

13

0

26 Apr 2024

Advancing Additive Manufacturing through Deep Learning: A Comprehensive
Review of Current Progress and Future Challenges

Advancing Additive Manufacturing through Deep Learning: A Comprehensive Review of Current Progress and Future Challenges

Amirul Islam Saimon

Emmanuel Yangue

294

40

0

01 Mar 2024

Deep Reinforcement Learning Based Toolpath Generation for Thermal
Uniformity in Laser Powder Bed Fusion Process

Deep Reinforcement Learning Based Toolpath Generation for Thermal Uniformity in Laser Powder Bed Fusion Process

Charlie C. L. Wang

237

21

0

17 Feb 2024

An Augmented Surprise-guided Sequential Learning Framework for
Predicting the Melt Pool Geometry

An Augmented Surprise-guided Sequential Learning Framework for Predicting the Melt Pool GeometryJournal of manufacturing systems (JMS), 2024

Ahmed Shoyeb Raihan

227

15

0

10 Jan 2024

Inexpensive High Fidelity Melt Pool Models in Additive Manufacturing
Using Generative Deep Diffusion

Inexpensive High Fidelity Melt Pool Models in Additive Manufacturing Using Generative Deep Diffusion

Olabode T. Ajenifujah

Alexander J. Myers

Guadalupe Quirarte

Jonathan A. Malen

380

24

0

15 Nov 2023

Physics-Informed Machine Learning of Argon Gas-Driven Melt Pool Dynamics

Physics-Informed Machine Learning of Argon Gas-Driven Melt Pool DynamicsJournal of manufacturing science and engineering (JMSE), 2023

248

16

0

23 Jul 2023

A Reinforcement Learning Approach for Process Parameter Optimization in
Additive Manufacturing

A Reinforcement Learning Approach for Process Parameter Optimization in Additive ManufacturingAdditive Manufacturing (Addit. Manuf.), 2022

Susheel Dharmadhikari

157

72

0

17 Nov 2022

Closed-Loop Control of Direct Ink Writing via Reinforcement Learning

Closed-Loop Control of Direct Ink Writing via Reinforcement LearningACM Transactions on Graphics (TOG), 2022

Michal Piovarči

Szymon Rusinkiewicz

Wojciech Matusik

366

35

0

27 Jan 2022

MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive
Manufacturing Using Machine Learning

MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine LearningAdditive Manufacturing (Addit. Manuf.), 2022

382

132

0

26 Jan 2022

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